This document provides guidance on medical device donations to help ensure they are effective and beneficial. It discusses the importance of engaging recipients in the donation process, assessing needs and equipment suitability, and considering regulatory and support requirements. The document also outlines key elements that donor and recipient policies should address, such as communication, approvals, standards, and post-installation support. It aims to improve coordination and outcomes of device donations.
Strategic purchasing: an approach to bringing citizens' perspectives to the h...resyst
This presentation was given at the 3rd Global Symposium on Health Systems Research in Cape Town, October 2014. It draws on a multi-country purchasing study being conducted by RESYST (http://resyst.lshtm.ac.uk).
Jacqueline Scott has over 15 years of experience in the healthcare industry working in provider relations, contracts, claims processing, and appeals. Her experience includes working at Humana, Dell/Universal American Health Plan, BCBS Mercy Health, Wellcare Health Plan, and North Broward Hospital District in various roles managing provider networks, contracts, claims adjustment, and appeals according to Medicare and insurance guidelines. She has strong computer skills including Microsoft Office and claims processing systems.
The document recommends awarding a contract to Organization A to provide carers support services, including administering grants, support/development services, and emergency respite. This follows an evaluation process where 19 providers expressed interest and submitted tenders which were assessed based on quality and price. Organization A's proposal provides the best value over 3 years and meets the criteria, with estimated savings of £27,500 compared to current costs. The services aim to support unpaid carers and enable independent living for those with long-term needs.
The document provides an overview of the new funding model principles of the Global Fund. It discusses how the new model differs from the previous model by taking a more active role in portfolio management and country engagement. It also outlines the new funding model cycle and key aspects like country allocation, incentive funding, and unfunded quality demand. The document emphasizes the importance of inclusive country dialogue and meaningful engagement with key populations and other stakeholders in developing robust national strategic plans and concept notes.
Guidelines ethical principles in fundraising (en) 2016Thành Nguyễn
The following Guidelines are intended to foster the growth of a community of non-governmental
organizations (NGOs) and not-for-profit organizations (NPOs) operating in Vietnam that
participate in fundraising and dedicated to accountability, transparency and effectiveness. In
these Guidelines we want to set forth what unites us in the way we practice our profession. The
intent of this statement is to unify the fundraising community in Vietnam behind a single
universal declaration of fundamental principles. Organizations and individuals who endorse
these Guidelines are not necessarily abandoning existing codes or standards, but are
announcing their interest in an understanding of these fundamental principles. This is a selfregulated code, which interested organizations can apply voluntarily
The Role of Fixed Asset Appraisals in Healthcare Valuations PYA, P.C.
PYA Principal Darcy Devine and Consulting Manager Emma Miller presented “The Role of Fixed Asset Appraisals in the Valuation of Healthcare Entities” during NACVA Webinar Week. They provided an overview of fixed asset appraisals including how they are performed, the definitions of value, and why they are necessary when conducting a business valuation of a healthcare entity. Their presentation also demonstrated how the resulting value from a fixed asset appraisal can vary significantly from simply using depreciated values.
This document provides information and guidelines for civil society organizations applying for grants from UNODC's HIV programme. It outlines the application deadline of August 20, 2014, describes the program's focus on HIV prevention, treatment, and support for people who use drugs. It provides details on eligibility criteria for applicants, guidelines for grant proposals, maximum award amounts, and evaluation process.
Strategic purchasing: an approach to bringing citizens' perspectives to the h...resyst
This presentation was given at the 3rd Global Symposium on Health Systems Research in Cape Town, October 2014. It draws on a multi-country purchasing study being conducted by RESYST (http://resyst.lshtm.ac.uk).
Jacqueline Scott has over 15 years of experience in the healthcare industry working in provider relations, contracts, claims processing, and appeals. Her experience includes working at Humana, Dell/Universal American Health Plan, BCBS Mercy Health, Wellcare Health Plan, and North Broward Hospital District in various roles managing provider networks, contracts, claims adjustment, and appeals according to Medicare and insurance guidelines. She has strong computer skills including Microsoft Office and claims processing systems.
The document recommends awarding a contract to Organization A to provide carers support services, including administering grants, support/development services, and emergency respite. This follows an evaluation process where 19 providers expressed interest and submitted tenders which were assessed based on quality and price. Organization A's proposal provides the best value over 3 years and meets the criteria, with estimated savings of £27,500 compared to current costs. The services aim to support unpaid carers and enable independent living for those with long-term needs.
The document provides an overview of the new funding model principles of the Global Fund. It discusses how the new model differs from the previous model by taking a more active role in portfolio management and country engagement. It also outlines the new funding model cycle and key aspects like country allocation, incentive funding, and unfunded quality demand. The document emphasizes the importance of inclusive country dialogue and meaningful engagement with key populations and other stakeholders in developing robust national strategic plans and concept notes.
Guidelines ethical principles in fundraising (en) 2016Thành Nguyễn
The following Guidelines are intended to foster the growth of a community of non-governmental
organizations (NGOs) and not-for-profit organizations (NPOs) operating in Vietnam that
participate in fundraising and dedicated to accountability, transparency and effectiveness. In
these Guidelines we want to set forth what unites us in the way we practice our profession. The
intent of this statement is to unify the fundraising community in Vietnam behind a single
universal declaration of fundamental principles. Organizations and individuals who endorse
these Guidelines are not necessarily abandoning existing codes or standards, but are
announcing their interest in an understanding of these fundamental principles. This is a selfregulated code, which interested organizations can apply voluntarily
The Role of Fixed Asset Appraisals in Healthcare Valuations PYA, P.C.
PYA Principal Darcy Devine and Consulting Manager Emma Miller presented “The Role of Fixed Asset Appraisals in the Valuation of Healthcare Entities” during NACVA Webinar Week. They provided an overview of fixed asset appraisals including how they are performed, the definitions of value, and why they are necessary when conducting a business valuation of a healthcare entity. Their presentation also demonstrated how the resulting value from a fixed asset appraisal can vary significantly from simply using depreciated values.
This document provides information and guidelines for civil society organizations applying for grants from UNODC's HIV programme. It outlines the application deadline of August 20, 2014, describes the program's focus on HIV prevention, treatment, and support for people who use drugs. It provides details on eligibility criteria for applicants, guidelines for grant proposals, maximum award amounts, and evaluation process.
DFG Quality Standard - DFG Champions Roadshow BristolFoundations HIA
Local authorities aim to provide value for money home adaptations through regular review of specifications, efficient procurement, engagement with suppliers, and management of contractors. Disabled people will receive housing options advice and support to move if desired, and can access assistance for adaptations regardless of tenure. Local authorities have assistance policies addressing high-cost works, means testing, appeals processes, and minimal bureaucracy. Timescales for adaptations are published, monitored, and prioritized if needed. Staff are deployed efficiently, with single points of contact, co-location, and inclusion of disabled staff. Services are combined holistically, including equipment, repairs, and post-hospital support. Disabled people know where to access information through public campaigns involving health workers. Disabled people help
Local authorities aim to provide value for money home adaptations through regular review of specifications, efficient procurement, engagement with suppliers, and management of contractors. Disabled people will receive housing options advice and support to move if desired, and can access assistance for adaptations regardless of tenure. Local authorities have assistance policies addressing high-cost works, means testing, appeals processes, and minimal bureaucracy. Timescales for adaptations are published, monitored, and prioritized if needed. Staff are deployed efficiently, with single points of contact, co-location, and inclusion of disabled staff. Services are combined holistically, including equipment, repairs, and post-hospital support. Disabled people know where to access information through public campaigns involving health workers. Co-production involves
HealthPRO is a healthcare procurement organization in Canada that aggregates volumes to achieve the greatest value for its members. It represents over 250 members across seven provinces and territories, with purchasing power over 800 hospitals. For clinical contracts involving capital equipment used across departments or clinically complex products with innovation potential, HealthPRO follows a 5-step approach: 1) Develop a strategy with clinical input, 2) Prequalify products against criteria, 3) Commit members in advance to contracts, 4) Issue RFPs and award contracts, 5) Implement and provide ongoing local and national support. This approach delivers the best overall value while meeting members' unique needs.
Organizers, doctors, and volunteers from medical missions will share their experiences from the last 20 years, including challenges in treatment, language barriers, and availability of resources. Learn how to overcome these obstacles, and be inspired by the impact of these missions.
Organizers, doctors, and volunteers from medical missions will share their experiences from the last 20 years, including challenges in treatment, language barriers, and availability of resources. Learn how to overcome these obstacles, and be inspired by the impact of these missions.
HSDPF is an academia and private sector led, inter-ministerial, intergovernmental and health development actor knowledge and resource exchange platform. HSDPF fosters development coordination and cooperation in alignment with global and local developmental goals and works to increase participation of the private sector in health systems strengthening as well as the sectors in which social determinants of heath are nested.
The document outlines the components of an effective investigation plan, including a summary of the complaint, legal theories, investigation strategy, required resources, and milestones. An investigation plan helps investigators stay focused on key issues, identify investigative avenues, and use resources efficiently. It should include a summary of allegations, applicable laws, potential defenses, elements needed to prove violations, and strategies for gathering evidence from sources like interviews and documents. The plan also determines personnel, budgets, and timelines for completing milestones at each investigation stage.
Nuwagira Crescent is a Ugandan national with over 15 years of experience in logistics, procurement, and supply chain management. He currently works as a Logistics Officer for Restless Development, where he is responsible for logistics and communications, procurement, safety and welfare of field staff, and financial management and reporting. Previously, he held procurement and logistics roles for organizations such as Armpass Technical Services and Holly International Group. He holds a Bachelor's degree in Procurement and Logistics Management from Kyambogo University.
This document discusses public-private partnerships (PPPs) in the health sector. It begins by outlining different approaches to sustainability in health development programs, including increasing private sector engagement. It then defines PPPs and describes different levels of private sector involvement from dialogue to partnerships. Examples of PPPs in Kenya, Uganda, Tanzania, Namibia and Zambia are provided for different levels. The document concludes by discussing opportunities for the Reproductive Health Alliance of Tanzania (RATN) network in the PPP model, such as capacity building of authorities and the private sector to engage in and implement PPPs.
Presented by Dr. Nelson Gitonga, Insight Health Advisor, Kenya during Regional AIDS Training Network (RATN) 12th General Council Meeting held in Mombasa, Kenya from 24th - 29th June 2013
1) The document discusses the responsibilities of a sponsor in conducting clinical trials, which include implementing quality control systems, securing agreements from parties involved in the trial, and ensuring compliance with regulations.
2) The sponsor is responsible for selecting qualified investigators and facilitating IRB/IEC approval of the trial.
3) Key responsibilities of the sponsor involve proper design of the trial, management of data handling and record keeping, safety monitoring of investigational products, and reporting of adverse events.
The document outlines the procedure for filing a consumer complaint in India.
It explains that a consumer complaint can be filed by the consumer, a recognized consumer association, or the central/state government. The complaint must be filed in the district consumer forum and accompanied by a court fee.
The district forum will either admit or reject the complaint within 21 days. If admitted, a copy is sent to the opposite party who has 30 days to respond. Laboratory testing of goods may be required.
The forum will issue an order after considering the parties' arguments and any evidence.
This document provides an overview and agenda for an open forum on the Independence at Home demonstration. It summarizes the legislation mandating the demonstration to test home-based primary care and outlines the goals of reducing costs and improving outcomes. It describes requirements for medical practices participating in the demonstration, including providing 24/7 care and meeting quality measures. Payment methodology incentives are based on spending targets and quality performance. The demonstration is seeking stakeholder input on design and will cover 10,000 beneficiaries over 3 years starting January 2012.
The document provides an overview of the CMS Emergency Preparedness Rule, which outlines new emergency preparedness requirements that all healthcare facilities must meet if they wish to participate in Medicare and Medicaid. The rule establishes national standards for emergency plans, policies/procedures, communication plans, and training/testing programs. It applies to 17 types of facilities and providers. Key elements include conducting risk assessments, annual plan updates, training programs, and exercises such as annual full-scale drills for hospitals. Implementation will be audited by state survey agencies and accrediting organizations. CMS estimates initial costs of $373 million with $25 million in annual costs thereafter.
The document discusses plans for the Discretionary Assistance Fund (DAF) in Wales, which will replace certain elements of the UK Social Fund. It will provide two types of payments - Individual Assistance Payments to enable independent living, and Emergency Assistance Payments in times of crisis. Northgate will deliver the fund using an online application system and partner organizations. The delivery model involves assessing applications and issuing payments for goods, services, or cash through approved suppliers and PayPoint.
CCher Nicholson Supported decision-making – the South Australian experience legislation
The document summarizes the Supported Decision Making (SDM) trial conducted in South Australia. The trial involved 26 participants who created agreements with supporters and monitors to make decisions with support instead of having a guardian appointed. Feedback found establishing supported decision making agreements improved participants' lives and decision making abilities. The trial demonstrated how supported decision making can uphold rights and provide choice rather than seeking incapacity. Some aspects that worked well included the recruitment process and providing information individually. Areas for improvement include expanding supporter training and continuing the project's work.
This document provides guidelines for hospitals regarding accreditation standards for access, assessment, and continuity of care. It outlines 14 standards for patient registration, admission, initial and ongoing assessment, laboratory and imaging services, multidisciplinary care, and discharge processes. Hospitals must define the services they provide, have well-defined registration and admission procedures, and ensure continuity of care through transfer and discharge protocols.
This document provides guidelines for hospitals regarding accreditation standards for access, assessment, and continuity of care. It outlines 14 standards for patient registration, admission, initial and ongoing assessment, laboratory and imaging services, multidisciplinary care, and discharge processes. Standards require that hospitals define the services they provide and have documented policies and procedures for registration, admission, and managing patients when beds are unavailable. It also mandates that patients receive unique identification numbers, initial and ongoing assessments, and discharge planning to support continuous care.
This document summarizes updates to the Strong Start funding opportunity. Key points include: the application deadline was extended to August 9th, 2012; optional letters of intent are no longer required; applicants can propose testing multiple models but individual sites can only administer one; and applicants must commit to collecting gestational age and birthweight data for the intervention and baseline periods to help with evaluation.
International Conference on NLP, Artificial Intelligence, Machine Learning an...gerogepatton
International Conference on NLP, Artificial Intelligence, Machine Learning and Applications (NLAIM 2024) offers a premier global platform for exchanging insights and findings in the theory, methodology, and applications of NLP, Artificial Intelligence, Machine Learning, and their applications. The conference seeks substantial contributions across all key domains of NLP, Artificial Intelligence, Machine Learning, and their practical applications, aiming to foster both theoretical advancements and real-world implementations. With a focus on facilitating collaboration between researchers and practitioners from academia and industry, the conference serves as a nexus for sharing the latest developments in the field.
DFG Quality Standard - DFG Champions Roadshow BristolFoundations HIA
Local authorities aim to provide value for money home adaptations through regular review of specifications, efficient procurement, engagement with suppliers, and management of contractors. Disabled people will receive housing options advice and support to move if desired, and can access assistance for adaptations regardless of tenure. Local authorities have assistance policies addressing high-cost works, means testing, appeals processes, and minimal bureaucracy. Timescales for adaptations are published, monitored, and prioritized if needed. Staff are deployed efficiently, with single points of contact, co-location, and inclusion of disabled staff. Services are combined holistically, including equipment, repairs, and post-hospital support. Disabled people know where to access information through public campaigns involving health workers. Disabled people help
Local authorities aim to provide value for money home adaptations through regular review of specifications, efficient procurement, engagement with suppliers, and management of contractors. Disabled people will receive housing options advice and support to move if desired, and can access assistance for adaptations regardless of tenure. Local authorities have assistance policies addressing high-cost works, means testing, appeals processes, and minimal bureaucracy. Timescales for adaptations are published, monitored, and prioritized if needed. Staff are deployed efficiently, with single points of contact, co-location, and inclusion of disabled staff. Services are combined holistically, including equipment, repairs, and post-hospital support. Disabled people know where to access information through public campaigns involving health workers. Co-production involves
HealthPRO is a healthcare procurement organization in Canada that aggregates volumes to achieve the greatest value for its members. It represents over 250 members across seven provinces and territories, with purchasing power over 800 hospitals. For clinical contracts involving capital equipment used across departments or clinically complex products with innovation potential, HealthPRO follows a 5-step approach: 1) Develop a strategy with clinical input, 2) Prequalify products against criteria, 3) Commit members in advance to contracts, 4) Issue RFPs and award contracts, 5) Implement and provide ongoing local and national support. This approach delivers the best overall value while meeting members' unique needs.
Organizers, doctors, and volunteers from medical missions will share their experiences from the last 20 years, including challenges in treatment, language barriers, and availability of resources. Learn how to overcome these obstacles, and be inspired by the impact of these missions.
Organizers, doctors, and volunteers from medical missions will share their experiences from the last 20 years, including challenges in treatment, language barriers, and availability of resources. Learn how to overcome these obstacles, and be inspired by the impact of these missions.
HSDPF is an academia and private sector led, inter-ministerial, intergovernmental and health development actor knowledge and resource exchange platform. HSDPF fosters development coordination and cooperation in alignment with global and local developmental goals and works to increase participation of the private sector in health systems strengthening as well as the sectors in which social determinants of heath are nested.
The document outlines the components of an effective investigation plan, including a summary of the complaint, legal theories, investigation strategy, required resources, and milestones. An investigation plan helps investigators stay focused on key issues, identify investigative avenues, and use resources efficiently. It should include a summary of allegations, applicable laws, potential defenses, elements needed to prove violations, and strategies for gathering evidence from sources like interviews and documents. The plan also determines personnel, budgets, and timelines for completing milestones at each investigation stage.
Nuwagira Crescent is a Ugandan national with over 15 years of experience in logistics, procurement, and supply chain management. He currently works as a Logistics Officer for Restless Development, where he is responsible for logistics and communications, procurement, safety and welfare of field staff, and financial management and reporting. Previously, he held procurement and logistics roles for organizations such as Armpass Technical Services and Holly International Group. He holds a Bachelor's degree in Procurement and Logistics Management from Kyambogo University.
This document discusses public-private partnerships (PPPs) in the health sector. It begins by outlining different approaches to sustainability in health development programs, including increasing private sector engagement. It then defines PPPs and describes different levels of private sector involvement from dialogue to partnerships. Examples of PPPs in Kenya, Uganda, Tanzania, Namibia and Zambia are provided for different levels. The document concludes by discussing opportunities for the Reproductive Health Alliance of Tanzania (RATN) network in the PPP model, such as capacity building of authorities and the private sector to engage in and implement PPPs.
Presented by Dr. Nelson Gitonga, Insight Health Advisor, Kenya during Regional AIDS Training Network (RATN) 12th General Council Meeting held in Mombasa, Kenya from 24th - 29th June 2013
1) The document discusses the responsibilities of a sponsor in conducting clinical trials, which include implementing quality control systems, securing agreements from parties involved in the trial, and ensuring compliance with regulations.
2) The sponsor is responsible for selecting qualified investigators and facilitating IRB/IEC approval of the trial.
3) Key responsibilities of the sponsor involve proper design of the trial, management of data handling and record keeping, safety monitoring of investigational products, and reporting of adverse events.
The document outlines the procedure for filing a consumer complaint in India.
It explains that a consumer complaint can be filed by the consumer, a recognized consumer association, or the central/state government. The complaint must be filed in the district consumer forum and accompanied by a court fee.
The district forum will either admit or reject the complaint within 21 days. If admitted, a copy is sent to the opposite party who has 30 days to respond. Laboratory testing of goods may be required.
The forum will issue an order after considering the parties' arguments and any evidence.
This document provides an overview and agenda for an open forum on the Independence at Home demonstration. It summarizes the legislation mandating the demonstration to test home-based primary care and outlines the goals of reducing costs and improving outcomes. It describes requirements for medical practices participating in the demonstration, including providing 24/7 care and meeting quality measures. Payment methodology incentives are based on spending targets and quality performance. The demonstration is seeking stakeholder input on design and will cover 10,000 beneficiaries over 3 years starting January 2012.
The document provides an overview of the CMS Emergency Preparedness Rule, which outlines new emergency preparedness requirements that all healthcare facilities must meet if they wish to participate in Medicare and Medicaid. The rule establishes national standards for emergency plans, policies/procedures, communication plans, and training/testing programs. It applies to 17 types of facilities and providers. Key elements include conducting risk assessments, annual plan updates, training programs, and exercises such as annual full-scale drills for hospitals. Implementation will be audited by state survey agencies and accrediting organizations. CMS estimates initial costs of $373 million with $25 million in annual costs thereafter.
The document discusses plans for the Discretionary Assistance Fund (DAF) in Wales, which will replace certain elements of the UK Social Fund. It will provide two types of payments - Individual Assistance Payments to enable independent living, and Emergency Assistance Payments in times of crisis. Northgate will deliver the fund using an online application system and partner organizations. The delivery model involves assessing applications and issuing payments for goods, services, or cash through approved suppliers and PayPoint.
CCher Nicholson Supported decision-making – the South Australian experience legislation
The document summarizes the Supported Decision Making (SDM) trial conducted in South Australia. The trial involved 26 participants who created agreements with supporters and monitors to make decisions with support instead of having a guardian appointed. Feedback found establishing supported decision making agreements improved participants' lives and decision making abilities. The trial demonstrated how supported decision making can uphold rights and provide choice rather than seeking incapacity. Some aspects that worked well included the recruitment process and providing information individually. Areas for improvement include expanding supporter training and continuing the project's work.
This document provides guidelines for hospitals regarding accreditation standards for access, assessment, and continuity of care. It outlines 14 standards for patient registration, admission, initial and ongoing assessment, laboratory and imaging services, multidisciplinary care, and discharge processes. Hospitals must define the services they provide, have well-defined registration and admission procedures, and ensure continuity of care through transfer and discharge protocols.
This document provides guidelines for hospitals regarding accreditation standards for access, assessment, and continuity of care. It outlines 14 standards for patient registration, admission, initial and ongoing assessment, laboratory and imaging services, multidisciplinary care, and discharge processes. Standards require that hospitals define the services they provide and have documented policies and procedures for registration, admission, and managing patients when beds are unavailable. It also mandates that patients receive unique identification numbers, initial and ongoing assessments, and discharge planning to support continuous care.
This document summarizes updates to the Strong Start funding opportunity. Key points include: the application deadline was extended to August 9th, 2012; optional letters of intent are no longer required; applicants can propose testing multiple models but individual sites can only administer one; and applicants must commit to collecting gestational age and birthweight data for the intervention and baseline periods to help with evaluation.
International Conference on NLP, Artificial Intelligence, Machine Learning an...gerogepatton
International Conference on NLP, Artificial Intelligence, Machine Learning and Applications (NLAIM 2024) offers a premier global platform for exchanging insights and findings in the theory, methodology, and applications of NLP, Artificial Intelligence, Machine Learning, and their applications. The conference seeks substantial contributions across all key domains of NLP, Artificial Intelligence, Machine Learning, and their practical applications, aiming to foster both theoretical advancements and real-world implementations. With a focus on facilitating collaboration between researchers and practitioners from academia and industry, the conference serves as a nexus for sharing the latest developments in the field.
Harnessing WebAssembly for Real-time Stateless Streaming PipelinesChristina Lin
Traditionally, dealing with real-time data pipelines has involved significant overhead, even for straightforward tasks like data transformation or masking. However, in this talk, we’ll venture into the dynamic realm of WebAssembly (WASM) and discover how it can revolutionize the creation of stateless streaming pipelines within a Kafka (Redpanda) broker. These pipelines are adept at managing low-latency, high-data-volume scenarios.
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELgerogepatton
As digital technology becomes more deeply embedded in power systems, protecting the communication
networks of Smart Grids (SG) has emerged as a critical concern. Distributed Network Protocol 3 (DNP3)
represents a multi-tiered application layer protocol extensively utilized in Supervisory Control and Data
Acquisition (SCADA)-based smart grids to facilitate real-time data gathering and control functionalities.
Robust Intrusion Detection Systems (IDS) are necessary for early threat detection and mitigation because
of the interconnection of these networks, which makes them vulnerable to a variety of cyberattacks. To
solve this issue, this paper develops a hybrid Deep Learning (DL) model specifically designed for intrusion
detection in smart grids. The proposed approach is a combination of the Convolutional Neural Network
(CNN) and the Long-Short-Term Memory algorithms (LSTM). We employed a recent intrusion detection
dataset (DNP3), which focuses on unauthorized commands and Denial of Service (DoS) cyberattacks, to
train and test our model. The results of our experiments show that our CNN-LSTM method is much better
at finding smart grid intrusions than other deep learning algorithms used for classification. In addition,
our proposed approach improves accuracy, precision, recall, and F1 score, achieving a high detection
accuracy rate of 99.50%.
Comparative analysis between traditional aquaponics and reconstructed aquapon...bijceesjournal
The aquaponic system of planting is a method that does not require soil usage. It is a method that only needs water, fish, lava rocks (a substitute for soil), and plants. Aquaponic systems are sustainable and environmentally friendly. Its use not only helps to plant in small spaces but also helps reduce artificial chemical use and minimizes excess water use, as aquaponics consumes 90% less water than soil-based gardening. The study applied a descriptive and experimental design to assess and compare conventional and reconstructed aquaponic methods for reproducing tomatoes. The researchers created an observation checklist to determine the significant factors of the study. The study aims to determine the significant difference between traditional aquaponics and reconstructed aquaponics systems propagating tomatoes in terms of height, weight, girth, and number of fruits. The reconstructed aquaponics system’s higher growth yield results in a much more nourished crop than the traditional aquaponics system. It is superior in its number of fruits, height, weight, and girth measurement. Moreover, the reconstructed aquaponics system is proven to eliminate all the hindrances present in the traditional aquaponics system, which are overcrowding of fish, algae growth, pest problems, contaminated water, and dead fish.
Embedded machine learning-based road conditions and driving behavior monitoringIJECEIAES
Car accident rates have increased in recent years, resulting in losses in human lives, properties, and other financial costs. An embedded machine learning-based system is developed to address this critical issue. The system can monitor road conditions, detect driving patterns, and identify aggressive driving behaviors. The system is based on neural networks trained on a comprehensive dataset of driving events, driving styles, and road conditions. The system effectively detects potential risks and helps mitigate the frequency and impact of accidents. The primary goal is to ensure the safety of drivers and vehicles. Collecting data involved gathering information on three key road events: normal street and normal drive, speed bumps, circular yellow speed bumps, and three aggressive driving actions: sudden start, sudden stop, and sudden entry. The gathered data is processed and analyzed using a machine learning system designed for limited power and memory devices. The developed system resulted in 91.9% accuracy, 93.6% precision, and 92% recall. The achieved inference time on an Arduino Nano 33 BLE Sense with a 32-bit CPU running at 64 MHz is 34 ms and requires 2.6 kB peak RAM and 139.9 kB program flash memory, making it suitable for resource-constrained embedded systems.
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...IJECEIAES
Medical image analysis has witnessed significant advancements with deep learning techniques. In the domain of brain tumor segmentation, the ability to
precisely delineate tumor boundaries from magnetic resonance imaging (MRI)
scans holds profound implications for diagnosis. This study presents an ensemble convolutional neural network (CNN) with transfer learning, integrating
the state-of-the-art Deeplabv3+ architecture with the ResNet18 backbone. The
model is rigorously trained and evaluated, exhibiting remarkable performance
metrics, including an impressive global accuracy of 99.286%, a high-class accuracy of 82.191%, a mean intersection over union (IoU) of 79.900%, a weighted
IoU of 98.620%, and a Boundary F1 (BF) score of 83.303%. Notably, a detailed comparative analysis with existing methods showcases the superiority of
our proposed model. These findings underscore the model’s competence in precise brain tumor localization, underscoring its potential to revolutionize medical
image analysis and enhance healthcare outcomes. This research paves the way
for future exploration and optimization of advanced CNN models in medical
imaging, emphasizing addressing false positives and resource efficiency.
Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024Sinan KOZAK
Sinan from the Delivery Hero mobile infrastructure engineering team shares a deep dive into performance acceleration with Gradle build cache optimizations. Sinan shares their journey into solving complex build-cache problems that affect Gradle builds. By understanding the challenges and solutions found in our journey, we aim to demonstrate the possibilities for faster builds. The case study reveals how overlapping outputs and cache misconfigurations led to significant increases in build times, especially as the project scaled up with numerous modules using Paparazzi tests. The journey from diagnosing to defeating cache issues offers invaluable lessons on maintaining cache integrity without sacrificing functionality.
Introduction to AI Safety (public presentation).pptx
donations_training_module.ppt
1. Medical Device Donations | August 11, 2022
1 |
Medical device donations
Presented By
[Presenter Name]
[Presenter Title]
Date
2. Medical Device Donations | August 11, 2022
2 |
Introduction
This document covers:
1. Ensuring that the recipients are actively engaged in all stages of the donation process
2. Ensuring that the needs of the end-users and patients are met
3. Regulatory and policy considerations
4. Considerations for existing local markets of medical equipment
5. Considerations for established procurement systems
6. Considerations for public health needs
7. Inclusion of health facility input when donations are coordinated at a national level
8. Considerations for support for installation, service and supplies
9. Consideration of special environmental and human resources to support equipment
10. Communication
11. Considerations for special situations
3. Medical Device Donations | August 11, 2022
3 |
Topic Placement
Donations constitute a significant source of technology
acquisition for low income countries and should be given
the same level of attention and thoughtfulness.
Needs
Assessments/
Selection
Procurement
Donations
User training and
clinical
effectiveness
Installation,
Inventories;
CMMS,
Maintenance
4. Medical Device Donations | August 11, 2022
4 |
Definition
Medical Device Donations are the transfer of health-care
equipment from donors to recipients.
– Donors include, among others, corporations acting directly or
through other organizations, individuals, non-governmental
organizations, and governments providing aid to other
governments.
– The intended recipients range from individual health care
facilities to entire health systems.
5. Medical Device Donations | August 11, 2022
5 |
Importance
Because of economic constraints the health sectors of
many developing countries have to rely considerably on
donations of medical equipment. In some countries, nearly
80% of healthcare equipment is donated or funded by
international donors or foreign governments.
Although most donations are made with good intentions,
the results are not always positive when they are not
properly planned and coordinated.
6. Medical Device Donations | August 11, 2022
6 |
Purpose of document
To help improve the quality of equipment
donations and provide maximum benefit to all
stakeholders. The considerations in this
document can be used to develop institutional
or national policies and regulations for medical
equipment donations.
7. Medical Device Donations | August 11, 2022
7 |
Essential Elements of a Donor Solicitor’s Policy for
Equipment Donations
Issues Considerations
Policies and
plans
1.
• Determine if there a is a donations policy in place. Donation
solicitors can be in a much stronger position to negotiate the
contents of a donation if they have a policy.
• List the equipment and supplies that are needed and their
quantities. Prioritize the list of requested items.
• Provide potential donors with clear and comprehensive
information about the items needed and how they will be
used. The requested items should comply with the
specifications, standardization practices, model equipment
list, etc.
• Check that the national regulations allow these goods to be
imported.
8. Medical Device Donations | August 11, 2022
8 |
Essential Elements of a Donor Solicitor’s Policy for
Equipment Donations (continued)
Issues Considerations
2.
Review of donor
and equipment
on offer
• Check that the donor has the capacity to fulfil the request.
• Before agreeing to accept a donation, check the equipment being
offered to see if it conforms to national policy, and is suitable for your
facility and staff. Confirm that the equipment only requires spare parts
and consumables that can be afforded using available budgets.
• Before agreeing to accept a donation, check whether the equipment
will come with its relevant accessories, consumables, manuals and
some spare parts, so that it can function and be used.
• Before agreeing to accept a donation, confirm whether the donor will
be responsible for covering the costs of transport, freight, insurance,
import duties, customs clearance, and installation and commissioning
costs, if applicable. If not, do you have money set aside for this?
• If the goods include reagents or sterile supplies, check whether these
will have an adequate expiry date (at least one year, or half the shelf
life if the expiry date is less than one year).
• Check that the equipment on offer conforms to your ‘good selection
criteria’.
• Determine who will be responsible for the package of inputs required
throughout the remaining useful life of the equipment.
9. Medical Device Donations | August 11, 2022
9 |
Essential Elements of a Donor Solicitor’s Policy for
Equipment Donations (continued)
Issues Considerations
3.
Use of
normal
acceptan
ce
process
as with
purchase
s
Refusal of
donations if
necessary
4.
• If pre-installation work is required, prepare the site and personnel for
receiving equipment and notify the donor when all preparations are
complete.
• When donations are received, check packaging for damage and make
sure that equipment is fully functioning and is supplied with the relevant
and agreed manuals, spare parts, consumables and accessories. Check
expiry dates and labelling of the recurrent supplies.
• Confirm receipt of the donated equipment with the donor, including
information about the condition and appropriateness of the equipment.
• Keep a record of all donations received.
• Refuse inappropriate donations and provide an explanation of the
reasons for refusal.
• Keep a record of all donations received that you have not requested, and
inform donors of unsolicited donations.
10. Medical Device Donations | August 11, 2022
10 |
Essential Elements of a Donor’s Policy for Equipment
Donations
Issues Considerations
1.
Ensuring there
is a
need/request
for a donation
• Only provide donations in response to requests and
expressed needs.
• Know or find out about the donation solicitor.
• Confirm the need for the donation, and check the donation
solicitor’s capacity and financial resources to handle
donations.
• Consider whether a donation of goods is the most appropriate
form of support. In some cases, a cash donation may be more
effective. For example, it may be cheaper to procure a hospital
bed locally than to transport a donated bed from overseas.
• Coordinate your donations with other donors to ensure there is
no duplication.
11. Medical Device Donations | August 11, 2022
11 |
Essential Elements of a Donor’s Policy for Equipment
Donations (continued)
Issues Considerations
2.
Involving the
recipient
• Ensure the equipment conforms to the national/facility
equipment development plan, and consult donation
solicitors on equipment requirements and preparation of
specifications and purchase documents.
• Check that donations conform to national requirements
regarding selection of equipment.
• Check that the donation solicitor provides clear
specifications of the items required.
• Involve the donation solicitor in the evaluation process
and final recommendations on equipment to be purchased
for donation.
• Before sending donations, obtain consent from the
donation solicitor.
• Confirm what items are being sent and when these will
arrive so that the donation solicitor can plan to receive
them.
12. Medical Device Donations | August 11, 2022
12 |
Essential Elements of a Donor’s Policy for Equipment
Donations (continued)
Issues Considerations
3.
Only offering
good quality
products
Additional costs
involved in the
donation
4.
• Ensure that only appropriate medical devices and supplies are donated.
• Ensure that donated equipment is in full working order and is supplied
with all technical documents and enough consumables and spare parts
to last for at least two years.
• Check the quality and safety specifications of donated equipment. Avoid
supplying equipment that does not meet up-to-date technical and safety
specifications (although this does not mean the equipment has to be a
sophisticated model).
• Check with donation solicitors whether the donation is acceptable. If you
are offering alternatives, check that these alternatives are acceptable.
• Clarify and agree who will cover the costs of international and local
transport, freight and insurance, warehousing, customs clearance,
storage and handling, installation and ongoing support costs.
• Provide the donation solicitor with detailed information regarding the
installation, operation and maintenance of the equipment.
13. Medical Device Donations | August 11, 2022
13 |
Process For Soliciting and Offering Donations
Donation Solicitor
Plans and sets
priorities for needed
equipment
Donors
Desire to donate
medical equipment to
Donation Solicitor
Health Care
Facility
Defines what it
needs
Donors
Have a list of
available equipment
or equipment it is
interested in
funding
Health Care
Facility
Now knows what is
being offered by the
donor
Donors
Now know what is
needed by the
healthcare facility
Consult
ation
between
Health
Care
Facility
and
Donor
Healthcare Facility
reviews equipment
offered to determine
acceptability
Donation
Solicitor
Accepts
donation offer
Donation
Solicitor Rejects
donation offer
Is the
equipme
nt
acceptabl
e?
YES NO
14. Medical Device Donations | August 11, 2022
14 |
Challenges
Inadequate medical equipment donations are often due to a
combination of the donor’s lack of awareness of the particular
challenges and needs of the end-users and poor communication
between donors and recipients about these challenges and needs.
In particular:
– Donors lack awareness of the local realities of the intended recipients.
– Donors and recipients often do not communicate as equal partners in the
pursuit of a common goal.
– Recipients have difficulty articulating to the donor how best they can be
helped.
– The recipient’s circumstances may lead them to believe that anything is better
than nothing.
15. Medical Device Donations | August 11, 2022
15 |
Resources available
How to Plan and Budget for your Healthcare Technology.Temple-Bird, C. Ziken International. How to
Manage Series, Guide 2, 2005.
How to Procure and Commission your Healthcare Technology. Kaur, Manjit. Ziken International. How
to Manage Series, Guide 3, 2005.
Guidelines for Drug Donations. WHO/EDM/PAR/99.4, WHO, Geneva, 1999.
Guidelines for Medical Equipment Donations, WHO.
Guidelines: Medical Equipment Donations. Technical Library, FAKT, in: CMC Publication CONTACT
10/94. CMC, World Council of Churches, Geneva, 1994.
Practical Steps for Developing Health Care Technology Policy. Temple-Bird, C. Ziken International.
2000
Regulations: Global Overview and Guiding Principles. WHO, Geneva, 2003.
Standards for Medical Equipment Donations. Partnership for Quality Medical Donations. 2006.
16. Medical Device Donations | August 11, 2022
16 |
Case study
Ghana, 2006
– Four years after installation of basic medical equipment and
infrastructure upgrades, government and private hospitals in
Ghana are continuing to see improved health outcomes.
– Through their global development program, a large international
business has partnered with the hospitals and Ghana’s Ministry
of Health (MoH) to improve healthcare. Donations were initiated
with discussions with the MoH about the country’s needs and
goals.
17. Medical Device Donations | August 11, 2022
17 |
Case study (continued)
Ghana, 2006
– Site visits to the recipient hospitals determined appropriate
equipment based on types of cases treated, staff capability, and
leadership present.
– Corporate employee volunteers provide follow-on support to
monitor equipment utilization. The increased patient volumes
have generated new revenue streams to support ongoing
maintenance and consumable needs.
18. Medical Device Donations | August 11, 2022
18 |
Working group session
Split into groups of 5-6 people
You are tasked with drafting an equipment donation policy
for a hypothetical health care institution, a district level
general hospital with satellite clinics in rural areas. List the
main elements that should be included in your equipment
donation policy and explain how you would convey your
policy to prospective equipment donors.
Present group conclusions End
19. Medical Device Donations | August 11, 2022
19 |
WHO Medical Device technical Series
Training module of :
Medical device donations:
considerations for solicitation
and provision
Developed by Ismael Cordero
April 2011
Global Initiative on Health
Technologies, WHO
Supported by the Bill & Melinda
Gates Foundation
20. Medical Device Donations | August 11, 2022
20 |
Thanks!
Contacts:
http://www.who.int/medical_devices/en/
mailto:medicaldevices@who.int
Phone: + 41 22 791 1239
Fax: +41 22 791 48 36
Skype: WHOHQGVA1 (then dial 11239)
Other: (presenters name and email)
Objective: to ensure improved access,
quality and use of medical devices.