This document discusses the potential for artificial intelligence (AI) in healthcare. It begins with commonly used definitions of AI and machine learning. It then provides several examples of how AI is being used in various areas of healthcare, including assisting primary care physicians, virtual assistants, remote patient monitoring, disease screening and diagnosis, and aiding radiologists. The document discusses challenges and opportunities for AI in healthcare systems and considers perspectives on both the promise and risks of AI for improving outcomes and reducing costs. It provides an overview of the current ecosystem and stakeholders involved in developing AI for healthcare.
Presentation given at the Garage Start Digital Health Startup Workshop sponsored by ABRT Venture Capital. Content focuses on the healthtech investment landscape.
Webinar: Calibration-free blood pressure monitoring using biometric earbudsValencell, Inc
Valencell was scheduled to present the results of a clinical study on its groundbreaking blood pressure monitoring technology at the American College of Cardiology conference in March, but unfortunately that conference was cancelled. So we’ve decided to share that presentation and research here in a webinar format with an open Q&A session. You can find more information on Valencell's blood pressure technology here: https://valencell.com/bloodpressure/
Hypertension management will change more in the next 5 years than in the last...Valencell, Inc
Why will managing hypertension change more in the next 5 years than it has in the last 100?
There are several macro trends that are driving this change:
- Hypertension is a massive global health problem (over 1B people have high BP) and it is THE leading risk factor for the global burden of disease (its a comorbidity in every major chronic disease) - more of a risk factor than tobacco, obesity, poor diet, high blood glucose, etc. - according to the WHO.
- Sensor tech - there has been no meaningful innovation in BP sensors in over 100 years. The BP cuffs in use today are fundamentally the same as the first BP cuff that came to market in the early 1900's. That’s changing now with cuffless BP sensors that are being approved by regulatory bodies.
- Care delivery – healthcare "has left the building", moving out of the hospital, into the home and everyday life. This can be seen in the huge growth in remote patient monitoring, digital therapeutics, and digital health more broadly.
- Payer models – insurance coverage is moving from fee-for-service to value-based care that’s focused on prevention and monitoring. This is particularly important in hypertension management because high BP has no outward symptoms, making the frequency and ease of BP monitoring extremely important.
Asia HealthTech Investments by Julien de Salaberry (30 June 2015)KickstartPH
Kickstart Ventures' 2nd HealthTech Forum featured Julien de Salaberry, a globally-recognised expert on healthcare and technology.
Julien, the Chief Innovation Officer and Founder of The Propell Group (based in Singapore), talked about healthcare trends in Southeast Asia and how “frugal innovation" can be done in healthcare delivery.
And yeah, if you've got an interesting healthtech startup, message us at info@kickstart.ph. #startupPH
Best practices in using wearable biometric sensors to prove medical use casesValencell, Inc
The use of wearable devices in health and medical use cases is growing rapidly along with the number and capabilities of wearable devices. The sensor technology embedded in wearables today rivals the capabilities of regulatory-approved medical devices, and in many cases enables new and different use cases than we’ve seen possible before. This session will highlight the best practices we’ve seen emerging recently from real-world projects proving the efficacy of wearable devices in health and medical use cases in the areas of cardiovascular conditions, neurological disease, pain management, and other areas of interest. We’ll also explore the potential pitfalls to avoid and key things to consider when using wearables in proving out your medical use case.
Presentation given at the Garage Start Digital Health Startup Workshop sponsored by ABRT Venture Capital. Content focuses on the healthtech investment landscape.
Webinar: Calibration-free blood pressure monitoring using biometric earbudsValencell, Inc
Valencell was scheduled to present the results of a clinical study on its groundbreaking blood pressure monitoring technology at the American College of Cardiology conference in March, but unfortunately that conference was cancelled. So we’ve decided to share that presentation and research here in a webinar format with an open Q&A session. You can find more information on Valencell's blood pressure technology here: https://valencell.com/bloodpressure/
Hypertension management will change more in the next 5 years than in the last...Valencell, Inc
Why will managing hypertension change more in the next 5 years than it has in the last 100?
There are several macro trends that are driving this change:
- Hypertension is a massive global health problem (over 1B people have high BP) and it is THE leading risk factor for the global burden of disease (its a comorbidity in every major chronic disease) - more of a risk factor than tobacco, obesity, poor diet, high blood glucose, etc. - according to the WHO.
- Sensor tech - there has been no meaningful innovation in BP sensors in over 100 years. The BP cuffs in use today are fundamentally the same as the first BP cuff that came to market in the early 1900's. That’s changing now with cuffless BP sensors that are being approved by regulatory bodies.
- Care delivery – healthcare "has left the building", moving out of the hospital, into the home and everyday life. This can be seen in the huge growth in remote patient monitoring, digital therapeutics, and digital health more broadly.
- Payer models – insurance coverage is moving from fee-for-service to value-based care that’s focused on prevention and monitoring. This is particularly important in hypertension management because high BP has no outward symptoms, making the frequency and ease of BP monitoring extremely important.
Asia HealthTech Investments by Julien de Salaberry (30 June 2015)KickstartPH
Kickstart Ventures' 2nd HealthTech Forum featured Julien de Salaberry, a globally-recognised expert on healthcare and technology.
Julien, the Chief Innovation Officer and Founder of The Propell Group (based in Singapore), talked about healthcare trends in Southeast Asia and how “frugal innovation" can be done in healthcare delivery.
And yeah, if you've got an interesting healthtech startup, message us at info@kickstart.ph. #startupPH
Best practices in using wearable biometric sensors to prove medical use casesValencell, Inc
The use of wearable devices in health and medical use cases is growing rapidly along with the number and capabilities of wearable devices. The sensor technology embedded in wearables today rivals the capabilities of regulatory-approved medical devices, and in many cases enables new and different use cases than we’ve seen possible before. This session will highlight the best practices we’ve seen emerging recently from real-world projects proving the efficacy of wearable devices in health and medical use cases in the areas of cardiovascular conditions, neurological disease, pain management, and other areas of interest. We’ll also explore the potential pitfalls to avoid and key things to consider when using wearables in proving out your medical use case.
Blood pressure market research study - November 2020Valencell, Inc
In November 2020, Valencell conducted a research study on people with hypertension to understand the personal impact of managing the disease every day and the potential for digital health solutions to improve hypertension management.
The latest AI advances have the potential to massively improve our health and well being. In this talk, we will explore the most important opportunities for AI in healthcare. For example, we will explore how AI can diagnose major life-threatening conditions even before those conditions emerge. We will talk about AI's ability to recommend dramatically more effective and less harmful treatment plans based on AI's understanding of a patient's medical history and current conditions. Finally, we will talk about role of AI in making our healthcare system effective and affordable for everyone. In each part of this presentation, we will look at specific examples of how AI is used to address the COVID-19 pandemic.
mHealth Israel_Medical Devices in Portugal_Rui Costa_GE HealthcareLevi Shapiro
Presentation about the Medical Device sector in Portugal by Rui Costa, General Manager- Portugal, GE Healthcare, for the mHealth Israel community, June 2, 2020. Includes current trends, sales data, key changes, challenges, reflections, transitions, collaborations, etc
Understanding the health data future - Deloitte Healthconnect, co-hosted by D...DayOne
In collaboration with Deloitte, we launched in 2020 the DayOne Health Data Scenario Project. Some 50 Experts coming together in three workshops for a total of more than 18 hours have identified 10 potential scenarios that will lead the way in creating a much-needed efficient and rewarding healthcare data ecosystem. We presented our results in an online joint event: “Understanding the health data future – Deloitte Healthconnect, co-hosted by DayOne”
You know your FICO score (credit ratings). Do you know your rating in terms of health and wellness?
What if you could use your 'FitScore' to negotiate your life insurance premium like you use your credit score before taking a mortgage?
What if your employer could invite competitive bids from insurance providers based on the employees' FitScore?
How Healthcare is Adopting New Technologies? | 7 Best technology | CIO Women ...CIOWomenMagazine
The worldwide epidemic compelled the industry to adapt and innovate. It also described how healthcare is adopting new technologies in the following ten years.
European Directory of Health Apps 2013 (European Commission Directorate General for Communications Networks, Content and Technology).
http://www.alfonsogadea.es/apps-salud-poniendo-orden/
Wearable technology combined with advanced analytics provides the foundation to help build a safe, happy, healthy, and high-performing workforce.
Topics covered in this presentation include:
State of Australian health and its impact on wellness, productivity and economy
Benefits of wellness and health
Overview of wearable technologies and platforms to support health
Overview of work-related injuries and fatalities in construction
Wearable technologies to support worker safety in high-risk environments
Can Wearable Technology Transform The Healthcare Sector?Pixel Crayons
The last decade has seen a boom in wearable technology. Wearable technology is changing every industry & the healthcare sector is no exception.
Read the full blog here: https://rb.gy/0po42b
Connect with us through:
Contact us : https://rb.gy/nhczda
Facebook : https://www.facebook.com/PixelCrayons
Twitter : https://twitter.com/pixelcrayons
LinkedIn : https://www.linkedin.com/company/pixe...
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- HealthTech innovation is disrupting healthcare and its established players
- Technology is driving a new paradigm to create better health care
- Developing markets can leapfrog their healthcare infrastructure limitations
- New opportunities are opening to shape the new paradigm
Healthcare, along with many other sectors, is facing increasing uncertainty driven by technology disruption and greater individual / patient empowerment. The barrier to entry into the sector is dropping fast enabling Asia entrepreneurs to significantly improve the Asia healthcare ecosystem
The healthcare industry is constantly faced with challenges coming from all sorts of angles; from juggling tight budgets while still delivering safer patient care, to running a quick yet efficient service.
Recently, the healthcare sector has started to pay attention to the multitude of benefits that mobile app technology can offer, so we have created an informative infographic outlining the current state of the UK's healthcare sector and how modern technology can benefit this industry for generations to come.
Blood pressure market research study - November 2020Valencell, Inc
In November 2020, Valencell conducted a research study on people with hypertension to understand the personal impact of managing the disease every day and the potential for digital health solutions to improve hypertension management.
The latest AI advances have the potential to massively improve our health and well being. In this talk, we will explore the most important opportunities for AI in healthcare. For example, we will explore how AI can diagnose major life-threatening conditions even before those conditions emerge. We will talk about AI's ability to recommend dramatically more effective and less harmful treatment plans based on AI's understanding of a patient's medical history and current conditions. Finally, we will talk about role of AI in making our healthcare system effective and affordable for everyone. In each part of this presentation, we will look at specific examples of how AI is used to address the COVID-19 pandemic.
mHealth Israel_Medical Devices in Portugal_Rui Costa_GE HealthcareLevi Shapiro
Presentation about the Medical Device sector in Portugal by Rui Costa, General Manager- Portugal, GE Healthcare, for the mHealth Israel community, June 2, 2020. Includes current trends, sales data, key changes, challenges, reflections, transitions, collaborations, etc
Understanding the health data future - Deloitte Healthconnect, co-hosted by D...DayOne
In collaboration with Deloitte, we launched in 2020 the DayOne Health Data Scenario Project. Some 50 Experts coming together in three workshops for a total of more than 18 hours have identified 10 potential scenarios that will lead the way in creating a much-needed efficient and rewarding healthcare data ecosystem. We presented our results in an online joint event: “Understanding the health data future – Deloitte Healthconnect, co-hosted by DayOne”
You know your FICO score (credit ratings). Do you know your rating in terms of health and wellness?
What if you could use your 'FitScore' to negotiate your life insurance premium like you use your credit score before taking a mortgage?
What if your employer could invite competitive bids from insurance providers based on the employees' FitScore?
How Healthcare is Adopting New Technologies? | 7 Best technology | CIO Women ...CIOWomenMagazine
The worldwide epidemic compelled the industry to adapt and innovate. It also described how healthcare is adopting new technologies in the following ten years.
European Directory of Health Apps 2013 (European Commission Directorate General for Communications Networks, Content and Technology).
http://www.alfonsogadea.es/apps-salud-poniendo-orden/
Wearable technology combined with advanced analytics provides the foundation to help build a safe, happy, healthy, and high-performing workforce.
Topics covered in this presentation include:
State of Australian health and its impact on wellness, productivity and economy
Benefits of wellness and health
Overview of wearable technologies and platforms to support health
Overview of work-related injuries and fatalities in construction
Wearable technologies to support worker safety in high-risk environments
Can Wearable Technology Transform The Healthcare Sector?Pixel Crayons
The last decade has seen a boom in wearable technology. Wearable technology is changing every industry & the healthcare sector is no exception.
Read the full blog here: https://rb.gy/0po42b
Connect with us through:
Contact us : https://rb.gy/nhczda
Facebook : https://www.facebook.com/PixelCrayons
Twitter : https://twitter.com/pixelcrayons
LinkedIn : https://www.linkedin.com/company/pixe...
Instagram : https://www.instagram.com/pixelcrayons/
Pinterest : https://in.pinterest.com/pixelcrayons/
- HealthTech innovation is disrupting healthcare and its established players
- Technology is driving a new paradigm to create better health care
- Developing markets can leapfrog their healthcare infrastructure limitations
- New opportunities are opening to shape the new paradigm
Healthcare, along with many other sectors, is facing increasing uncertainty driven by technology disruption and greater individual / patient empowerment. The barrier to entry into the sector is dropping fast enabling Asia entrepreneurs to significantly improve the Asia healthcare ecosystem
The healthcare industry is constantly faced with challenges coming from all sorts of angles; from juggling tight budgets while still delivering safer patient care, to running a quick yet efficient service.
Recently, the healthcare sector has started to pay attention to the multitude of benefits that mobile app technology can offer, so we have created an informative infographic outlining the current state of the UK's healthcare sector and how modern technology can benefit this industry for generations to come.
Healthcare AI will undoubtedly become one of the fastest growing industries in the industry. Although the medical and health artificial intelligence industry was valued at US$ 600 million in 2014 , it is expected to reach a staggering US$ 150 billion by 2026. There are countless AI applications in the healthcare industry, let’s look at some outstanding ones.
Every day, we rely on the health care system to provide us with the necessary means to live a healthy life and every day, new health care technologies come to life. The thing is that this sort of innovation rarely respects the traditional boundaries between the different health care professions. Check out this based on my master's thesis on a new screening technology for diabetic eye disease.
TeleHealth: Today and Tomorrow - Some BasicsRon Huber
Basics of TeleHealth as a primer for TeleHealth: Today and Tomorrow meetup. http://www.digitalhealthinnovationsd.com/2016/05/02/telehealth-today-and-tomorrow/
디지털 헬스케어 기반의 능동적, 선제적 보험
수동적, 사후적 대응에서 능동적, 선제적 관리로의 변화
- 디지털 헬스케어 기반의 가입자 데이터의 측정
- 데이터 분석을 통한 가입자 관리: 질병 위험군 분류, 계리
- 질병 관리 및 치료에 대한 능동적 개입: 관리 방안 및 인센티브
Digital Transformation In Healthcare_ Trends, Challenges And Solutions.pdfLucas Lagone
Explore digital transformation in Healthcare, Trends, face challenges, and discover effective solutions for a seamless transition in the healthcare industry.
50 shades of digital health innovation conceptsBart Collet
Several years ago I started to keep a record of possible concepts that could help improve healthcare delivery. Some of them geared towards consultants, others for corporates and R&D departments.
Don’t hesitate to send me other concepts! I promise I’ll add and publish them (mentioning your name). Looking forward!
An ultra-inspiring eye-opening 1 day hyperspeed journey through the galaxy showing how morphing of industry and healthcare would open/advance new business opportunities
Calblox, task assignment and registration for healthcare workforceBart Collet
Task-assignment and -registration platform for care organisations.
Cloud based (AWS), tablet operated.
Tailorfit to YOUR organisation.
Flexible & open.
Superfast.
Secure.
Presentation for a mini-healthstartup event at Med-e-Tel.
Presentation about the differences between traditional and digital businesses, together with the digital technology shift.
Lung Cancer: Artificial Intelligence, Synergetics, Complex System Analysis, S...Oleg Kshivets
RESULTS: Overall life span (LS) was 2252.1±1742.5 days and cumulative 5-year survival (5YS) reached 73.2%, 10 years – 64.8%, 20 years – 42.5%. 513 LCP lived more than 5 years (LS=3124.6±1525.6 days), 148 LCP – more than 10 years (LS=5054.4±1504.1 days).199 LCP died because of LC (LS=562.7±374.5 days). 5YS of LCP after bi/lobectomies was significantly superior in comparison with LCP after pneumonectomies (78.1% vs.63.7%, P=0.00001 by log-rank test). AT significantly improved 5YS (66.3% vs. 34.8%) (P=0.00000 by log-rank test) only for LCP with N1-2. Cox modeling displayed that 5YS of LCP significantly depended on: phase transition (PT) early-invasive LC in terms of synergetics, PT N0—N12, cell ratio factors (ratio between cancer cells- CC and blood cells subpopulations), G1-3, histology, glucose, AT, blood cell circuit, prothrombin index, heparin tolerance, recalcification time (P=0.000-0.038). Neural networks, genetic algorithm selection and bootstrap simulation revealed relationships between 5YS and PT early-invasive LC (rank=1), PT N0—N12 (rank=2), thrombocytes/CC (3), erythrocytes/CC (4), eosinophils/CC (5), healthy cells/CC (6), lymphocytes/CC (7), segmented neutrophils/CC (8), stick neutrophils/CC (9), monocytes/CC (10); leucocytes/CC (11). Correct prediction of 5YS was 100% by neural networks computing (area under ROC curve=1.0; error=0.0).
CONCLUSIONS: 5YS of LCP after radical procedures significantly depended on: 1) PT early-invasive cancer; 2) PT N0--N12; 3) cell ratio factors; 4) blood cell circuit; 5) biochemical factors; 6) hemostasis system; 7) AT; 8) LC characteristics; 9) LC cell dynamics; 10) surgery type: lobectomy/pneumonectomy; 11) anthropometric data. Optimal diagnosis and treatment strategies for LC are: 1) screening and early detection of LC; 2) availability of experienced thoracic surgeons because of complexity of radical procedures; 3) aggressive en block surgery and adequate lymph node dissection for completeness; 4) precise prediction; 5) adjuvant chemoimmunoradiotherapy for LCP with unfavorable prognosis.
micro teaching on communication m.sc nursing.pdfAnurag Sharma
Microteaching is a unique model of practice teaching. It is a viable instrument for the. desired change in the teaching behavior or the behavior potential which, in specified types of real. classroom situations, tends to facilitate the achievement of specified types of objectives.
Pulmonary Thromboembolism - etilogy, types, medical- Surgical and nursing man...VarunMahajani
Disruption of blood supply to lung alveoli due to blockage of one or more pulmonary blood vessels is called as Pulmonary thromboembolism. In this presentation we will discuss its causes, types and its management in depth.
These simplified slides by Dr. Sidra Arshad present an overview of the non-respiratory functions of the respiratory tract.
Learning objectives:
1. Enlist the non-respiratory functions of the respiratory tract
2. Briefly explain how these functions are carried out
3. Discuss the significance of dead space
4. Differentiate between minute ventilation and alveolar ventilation
5. Describe the cough and sneeze reflexes
Study Resources:
1. Chapter 39, Guyton and Hall Textbook of Medical Physiology, 14th edition
2. Chapter 34, Ganong’s Review of Medical Physiology, 26th edition
3. Chapter 17, Human Physiology by Lauralee Sherwood, 9th edition
4. Non-respiratory functions of the lungs https://academic.oup.com/bjaed/article/13/3/98/278874
Tom Selleck Health: A Comprehensive Look at the Iconic Actor’s Wellness Journeygreendigital
Tom Selleck, an enduring figure in Hollywood. has captivated audiences for decades with his rugged charm, iconic moustache. and memorable roles in television and film. From his breakout role as Thomas Magnum in Magnum P.I. to his current portrayal of Frank Reagan in Blue Bloods. Selleck's career has spanned over 50 years. But beyond his professional achievements. fans have often been curious about Tom Selleck Health. especially as he has aged in the public eye.
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Introduction
Many have been interested in Tom Selleck health. not only because of his enduring presence on screen but also because of the challenges. and lifestyle choices he has faced and made over the years. This article delves into the various aspects of Tom Selleck health. exploring his fitness regimen, diet, mental health. and the challenges he has encountered as he ages. We'll look at how he maintains his well-being. the health issues he has faced, and his approach to ageing .
Early Life and Career
Childhood and Athletic Beginnings
Tom Selleck was born on January 29, 1945, in Detroit, Michigan, and grew up in Sherman Oaks, California. From an early age, he was involved in sports, particularly basketball. which played a significant role in his physical development. His athletic pursuits continued into college. where he attended the University of Southern California (USC) on a basketball scholarship. This early involvement in sports laid a strong foundation for his physical health and disciplined lifestyle.
Transition to Acting
Selleck's transition from an athlete to an actor came with its physical demands. His first significant role in "Magnum P.I." required him to perform various stunts and maintain a fit appearance. This role, which he played from 1980 to 1988. necessitated a rigorous fitness routine to meet the show's demands. setting the stage for his long-term commitment to health and wellness.
Fitness Regimen
Workout Routine
Tom Selleck health and fitness regimen has evolved. adapting to his changing roles and age. During his "Magnum, P.I." days. Selleck's workouts were intense and focused on building and maintaining muscle mass. His routine included weightlifting, cardiovascular exercises. and specific training for the stunts he performed on the show.
Selleck adjusted his fitness routine as he aged to suit his body's needs. Today, his workouts focus on maintaining flexibility, strength, and cardiovascular health. He incorporates low-impact exercises such as swimming, walking, and light weightlifting. This balanced approach helps him stay fit without putting undue strain on his joints and muscles.
Importance of Flexibility and Mobility
In recent years, Selleck has emphasized the importance of flexibility and mobility in his fitness regimen. Understanding the natural decline in muscle mass and joint flexibility with age. he includes stretching and yoga in his routine. These practices help prevent injuries, improve posture, and maintain mobilit
These lecture slides, by Dr Sidra Arshad, offer a quick overview of physiological basis of a normal electrocardiogram.
Learning objectives:
1. Define an electrocardiogram (ECG) and electrocardiography
2. Describe how dipoles generated by the heart produce the waveforms of the ECG
3. Describe the components of a normal electrocardiogram of a typical bipolar leads (limb II)
4. Differentiate between intervals and segments
5. Enlist some common indications for obtaining an ECG
Study Resources:
1. Chapter 11, Guyton and Hall Textbook of Medical Physiology, 14th edition
2. Chapter 9, Human Physiology - From Cells to Systems, Lauralee Sherwood, 9th edition
3. Chapter 29, Ganong’s Review of Medical Physiology, 26th edition
4. Electrocardiogram, StatPearls - https://www.ncbi.nlm.nih.gov/books/NBK549803/
5. ECG in Medical Practice by ABM Abdullah, 4th edition
6. ECG Basics, http://www.nataliescasebook.com/tag/e-c-g-basics
Report Back from SGO 2024: What’s the Latest in Cervical Cancer?bkling
Are you curious about what’s new in cervical cancer research or unsure what the findings mean? Join Dr. Emily Ko, a gynecologic oncologist at Penn Medicine, to learn about the latest updates from the Society of Gynecologic Oncology (SGO) 2024 Annual Meeting on Women’s Cancer. Dr. Ko will discuss what the research presented at the conference means for you and answer your questions about the new developments.
Ozempic: Preoperative Management of Patients on GLP-1 Receptor Agonists Saeid Safari
Preoperative Management of Patients on GLP-1 Receptor Agonists like Ozempic and Semiglutide
ASA GUIDELINE
NYSORA Guideline
2 Case Reports of Gastric Ultrasound
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9. First, the project adopted the commonly used definition of AI as “the use of computers for automated decision-
making to perform tasks that normally require human intelligence.”1 It also defined machine learning as a subset
of AI that uses algorithms that give computers the ability to learn without being explicitly programmed.
22. The greatest contribution
that artificial
intelligence could make to
humanity might be in health
care. According to the
consultancy firm Frost &
Sullivan, AI has the potential
to improve medical
treatment outcomes by 30-
40 per cent and reduce costs
by as much as 50 per cent.
102. Ze nemen de zorg in eigen hand.
Ze doen hun research (online + peers)
Kostenbewust (op voorhand)
Ze willen apps om hen te begeleiden (en véél apps)
“Gezond” wil veel meer zeggen dan “Niet Ziek”
Shoppen voor diensten
103. Ik vier mijn 30 jarig jubileum met type I
diabetes en heb nog nooit een Skype-gesprek
gehad met mijn arts.
Ik kan straks een pizza bestellen en met een
drone laten thuisbezorgen, ik kan bij Nike
online mijn voeten scannen en op maat
schoenen laten bezorgen, maar ik kan niet zelf
mijn eigen medische gegevens wijzigen en ik
wacht nu al 5 weken op mijn bloeduitslagen.
109. Source:
http://datatopics.worldbank.org/health/
• Steady increase in both total
health expenditure as a % of
GDP and health expenditure per
capita.
• Behaviour in Belgium mimicks
trend in rest of High Income
Countries (HIC).
• Expenditure in Belgium at lower
band of HIC range.
Government health expenditure as a % of total
health expenditure continues to represent +80% in
Belgium.
Steady increase in government health expenditure
as a % of GDP in Belgium and rest of High Income
Countries.
116. https://hbr.org/2019/06/what-ai-
app-stores-will-mean-for-radiology
Addressing burnout
While AI marketplaces should foster widespread adoption of AI in
radiology, they also have the potential to help alleviate radiologist
burnout by augmenting and assisting them in two ways.
The first, through the iterative development process, is by facilitating
the design of algorithms that integrate seamlessly into
radiologists’ workflows and simplify them, rather
than introducing additional, burdensome screens and steps to click
through.
The second is by improving the speed and quality of radiology
reporting. These algorithms can automate repetitive
tasks and act as virtual residents, pre-processing images to highlight
potentially important findings, making measurements and
comparisons, and automatically adding data and clinical intelligence to
the report for the radiologist’s review. Algorithms also can
provide quality checks, for example by detecting errors in
laterality or patient sex and to ensure report accuracy and assist with
billing and coding, all of which can reduce clinicians’ stress
117. Bovendien scoort België eind februari 2019 hoog op de ladder
van de Health Consumer Index 2018, een rapport dat jaarlijks
door het Zweedse Health Consumer Powerhouse wordt
gepubliceerd. Volgens dit onafhankelijk instituut heeft
België het 5de beste gezondheidszorgsysteem na
Zwitserland, Nederland, Noorwegen en Denemarken.
Om die excellentie te bereiken geven die landen volgens
Health in a Glance 2018, het jaarlijkse OESO-rapport over
gezondheid in Europa, wel allemaal meer uit dan België, resp.
12,3 % van het bruto binnenlands product, 10,1 %, 10,4 % en
10,3% tegenover 10,0 % voor België en 9,6 % voor het
gemiddelde BBP van de EU-landen.
132. https://www.replicant.ai
The company has built AI voice technology that enables full
phone conversations between a bot and a customer. Once
deployed, Replicant can take care of common call flows, and
escalate the more complex and emotional calls to live agents.
133. https://mediseenhealth.com
MediSeen creëert een omgeving die gezondheidsprofessionals in staat te stelt om overal en altijd zorg te verlenen. Dit
wordt verwezenlijkt via een veilige, cloud-gebaseerd mobiel praktijkbeheer-platform. MediSeen’s PaaS (Platform As A
Service) stelt zorgverleners in staat om volledige controle te hebben over hun zorgschema’s, transport, tarieven,
patiëntendossiers én rekeningen. Patiënten kunnen op hun beurt via de app of website aanbieders boeken, betalingen
beheren en toegang krijgen tot hun medische dossiers.
136. Mediktor, are on a mission to solve this problem and automate how people access the
care they need. They accomplish this through an AI-based symptom-tracking platform
that assesses the users' symptoms online and provides evidence-based advice on the
right level of care the user should seek. Mediktor’s system is clinically-validated to be
91.3% accurate and is the only symptom tracker of its kind available in 11 languages.
https://www.mediktor.com/en-us
140. Conversa delivers personalized, automated virtual care based on
dynamic patient profiling. Through conversational AI programs,
patient generated health data (PGHD) is captured, analyzed, and
delivered back into the clinical workflow
https://conversahealth.com
145. Lifted’s future plans include broadening
their service offering by combining
professional care and in-home
technology. This will bring together
health alerts, in-home sensors and
professional carers to transform what it
means to care.
Lifted will develop AI-based analytics to
predict and prevent health deterioration.
https://www.liftedcare.com
148. Noom's platform is gericht op
het creëren van
gedragsveranderingen in
verband met gewichtsverlies,
fitness en dieetmanagement.
Het kenmerkende product heet
de Noom Weight Loss Coach.
Noom-gebruikers worden
gekoppeld aan een toegewijde
gezondheidscoach op basis van
hun levensstijl en voorkeuren.
De startup maakt ook gebruik
van AI (Artificiële Intelligentie)
om de ervaring te
personaliseren voor haar
gebruikers.
Terwijl het bedrijf begon met
gewichtsverlies, is het bedrijf in
toenemende mate gaan kijken
naar het gebruik van zijn
technologie om patiënten met
specifieke chronische
gezondheidsproblemen te
helpen.
https://www.noom.com
153. Our technology will
follow patients’ basic
health parameters all
over the hospital and at
home, without requiring
the intervention of
specially trained
individuals to obtain and
interpret results.
Changes in the
functioning of the heart
will be signaled, allowing
doctors to intervene.”
160. LungPrint is a fully automated AI-powered analysis of an inspiratory chest CT
scan, providing a quick flag of lung density abnormalities that may be
indicative of emphysema or interstitial lung disease. The solution addresses
the large and growing burden of pulmonary disease in clinical care.
http://www.vidadiagnostics.com/
163. https://www.pathai.com
PathAI is a provider of AI-powered research tools and services for
pathology. Its platform aims to improve the accuracy of diagnosis and
the efficacy of treatment of diseases like cancer, leveraging modern
approaches in machine and deep learning.
177. Intelligent Health 2019 is the world’s leading AI in medicine
summit, bringing together over 100 speakers in Basel,
Switzerland, on September 11-12