This document contains monthly financial data from 2014 for various categories such as mining, industry, construction, transportation, communications and others. It provides the revenue, expenditures, profits and other financial figures for each sector in each month of the year. The data is presented in a table with columns for the category, monthly figures, and a total for the year.
This talk is about data science and statistics applied to flight safety in commercial aviation worldwide. In the introductory part, we will stress the importance of monitoring your flight data and show you some real records coming from flight data recorders (aircraft “black boxes”). We will then explain how the data is recorded, downloaded, analysed, converted to safety events and finally, validated by experts in the field - flight data analysts. Data aggregation across many flights will result with statistical images of safety risks in airlines’ operations. However, this valuable tool can turn into a deadly weapon if used negligently – we’ll support this claim with examples. We are convinced the audience will know about some of these traps, regardless of the industry they are coming from, but hopefully there will be something valuable to take home, too. In the second part, we are saying goodbye to the data analyst and the statistician – the two dominant guys from the first part of the presentation. However, a data scientist will stem from valuable experiences and domain knowledges of the two. This guy will walk the audience through three simple, but working examples. The first one is about how we can improve the accuracy of automated analysis by using historic data and a probabilistic, Bayesian approach. The second example is about finding novel safety risks in airlines’ operations by using simple principal component analysis. Lastly, we’ll use a Markov model to detect aircraft which have changed behaviour with respect to frequency of data downloads, so we collect as many flight data as possible. We will try to make this chat as interesting and as interactive as we can and are looking forward to meeting you at this fun and interesting conference!
Jumpstarting big data projects / Architectural Considerations of HDInsight Ap...Olivia Klose
Hadoop is everywhere, also in the fashion e-commerce. We recently built a solution with a leader in fashion e-commerce to drive their visitor experience and provide a personalised view using recommendations.
In this presentation, we will walk through the architectural considerations and decisions made in building the solution on Microsoft Azure and especially in HDInsight (the Hadoop implementation as a platform as a service on Microsoft Azure), highlighting the following stages:
• Data Storage
• Data Ingestion
• Data Processing
• Orchestration
• Validation & Troubleshooting
As we go through each stage, we present the technology options (both from the Microsoft Azure and Open Source stack) and our reasoning for selecting the optimal one in our case.
This talk is about data science and statistics applied to flight safety in commercial aviation worldwide. In the introductory part, we will stress the importance of monitoring your flight data and show you some real records coming from flight data recorders (aircraft “black boxes”). We will then explain how the data is recorded, downloaded, analysed, converted to safety events and finally, validated by experts in the field - flight data analysts. Data aggregation across many flights will result with statistical images of safety risks in airlines’ operations. However, this valuable tool can turn into a deadly weapon if used negligently – we’ll support this claim with examples. We are convinced the audience will know about some of these traps, regardless of the industry they are coming from, but hopefully there will be something valuable to take home, too. In the second part, we are saying goodbye to the data analyst and the statistician – the two dominant guys from the first part of the presentation. However, a data scientist will stem from valuable experiences and domain knowledges of the two. This guy will walk the audience through three simple, but working examples. The first one is about how we can improve the accuracy of automated analysis by using historic data and a probabilistic, Bayesian approach. The second example is about finding novel safety risks in airlines’ operations by using simple principal component analysis. Lastly, we’ll use a Markov model to detect aircraft which have changed behaviour with respect to frequency of data downloads, so we collect as many flight data as possible. We will try to make this chat as interesting and as interactive as we can and are looking forward to meeting you at this fun and interesting conference!
Jumpstarting big data projects / Architectural Considerations of HDInsight Ap...Olivia Klose
Hadoop is everywhere, also in the fashion e-commerce. We recently built a solution with a leader in fashion e-commerce to drive their visitor experience and provide a personalised view using recommendations.
In this presentation, we will walk through the architectural considerations and decisions made in building the solution on Microsoft Azure and especially in HDInsight (the Hadoop implementation as a platform as a service on Microsoft Azure), highlighting the following stages:
• Data Storage
• Data Ingestion
• Data Processing
• Orchestration
• Validation & Troubleshooting
As we go through each stage, we present the technology options (both from the Microsoft Azure and Open Source stack) and our reasoning for selecting the optimal one in our case.
The fourth lecture from the Machine Learning course series of lectures. This lecture first introduces a problem of visualising multi-dimensional data on fewer dimensions and later discusses one of the most popular methods for reducing dimensionality - principal component analysis (PCA). Later, also t-SNE is mentioned briefly as a non-linear alternative to PCA. A link to my github (https://github.com/skyfallen/MachineLearningPracticals) with practicals that I have designed for this course in both R and Python. I can share keynote files, contact me via e-mail: dmytro.fishman@ut.ee.
Improving Performance in .NET Applicationsjasonbock
We all want to write fast code. But writing code that performs well doesn't come for free. Developers must be cognizant of what their code will do when it is executed, and what tools to use when you want to find the hot spots. In this session, we'll cover what a .NET developer needs to know to improve the performance of their applications.
The fourth lecture from the Machine Learning course series of lectures. This lecture first introduces a problem of visualising multi-dimensional data on fewer dimensions and later discusses one of the most popular methods for reducing dimensionality - principal component analysis (PCA). Later, also t-SNE is mentioned briefly as a non-linear alternative to PCA. A link to my github (https://github.com/skyfallen/MachineLearningPracticals) with practicals that I have designed for this course in both R and Python. I can share keynote files, contact me via e-mail: dmytro.fishman@ut.ee.
Improving Performance in .NET Applicationsjasonbock
We all want to write fast code. But writing code that performs well doesn't come for free. Developers must be cognizant of what their code will do when it is executed, and what tools to use when you want to find the hot spots. In this session, we'll cover what a .NET developer needs to know to improve the performance of their applications.
Ethanol (CH3CH2OH), or beverage alcohol, is a two-carbon alcohol
that is rapidly distributed in the body and brain. Ethanol alters many
neurochemical systems and has rewarding and addictive properties. It
is the oldest recreational drug and likely contributes to more morbidity,
mortality, and public health costs than all illicit drugs combined. The
5th edition of the Diagnostic and Statistical Manual of Mental Disorders
(DSM-5) integrates alcohol abuse and alcohol dependence into a single
disorder called alcohol use disorder (AUD), with mild, moderate,
and severe subclassifications (American Psychiatric Association, 2013).
In the DSM-5, all types of substance abuse and dependence have been
combined into a single substance use disorder (SUD) on a continuum
from mild to severe. A diagnosis of AUD requires that at least two of
the 11 DSM-5 behaviors be present within a 12-month period (mild
AUD: 2–3 criteria; moderate AUD: 4–5 criteria; severe AUD: 6–11 criteria).
The four main behavioral effects of AUD are impaired control over
drinking, negative social consequences, risky use, and altered physiological
effects (tolerance, withdrawal). This chapter presents an overview
of the prevalence and harmful consequences of AUD in the U.S.,
the systemic nature of the disease, neurocircuitry and stages of AUD,
comorbidities, fetal alcohol spectrum disorders, genetic risk factors, and
pharmacotherapies for AUD.
Acute scrotum is a general term referring to an emergency condition affecting the contents or the wall of the scrotum.
There are a number of conditions that present acutely, predominantly with pain and/or swelling
A careful and detailed history and examination, and in some cases, investigations allow differentiation between these diagnoses. A prompt diagnosis is essential as the patient may require urgent surgical intervention
Testicular torsion refers to twisting of the spermatic cord, causing ischaemia of the testicle.
Testicular torsion results from inadequate fixation of the testis to the tunica vaginalis producing ischemia from reduced arterial inflow and venous outflow obstruction.
The prevalence of testicular torsion in adult patients hospitalized with acute scrotal pain is approximately 25 to 50 percent
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.
The prostate is an exocrine gland of the male mammalian reproductive system
It is a walnut-sized gland that forms part of the male reproductive system and is located in front of the rectum and just below the urinary bladder
Function is to store and secrete a clear, slightly alkaline fluid that constitutes 10-30% of the volume of the seminal fluid that along with the spermatozoa, constitutes semen
A healthy human prostate measures (4cm-vertical, by 3cm-horizontal, 2cm ant-post ).
It surrounds the urethra just below the urinary bladder. It has anterior, median, posterior and two lateral lobes
It’s work is regulated by androgens which are responsible for male sex characteristics
Generalised disease of the prostate due to hormonal derangement which leads to non malignant enlargement of the gland (increase in the number of epithelial cells and stromal tissue)to cause compression of the urethra leading to symptoms (LUTS
Flu Vaccine Alert in Bangalore Karnatakaaddon Scans
As flu season approaches, health officials in Bangalore, Karnataka, are urging residents to get their flu vaccinations. The seasonal flu, while common, can lead to severe health complications, particularly for vulnerable populations such as young children, the elderly, and those with underlying health conditions.
Dr. Vidisha Kumari, a leading epidemiologist in Bangalore, emphasizes the importance of getting vaccinated. "The flu vaccine is our best defense against the influenza virus. It not only protects individuals but also helps prevent the spread of the virus in our communities," he says.
This year, the flu season is expected to coincide with a potential increase in other respiratory illnesses. The Karnataka Health Department has launched an awareness campaign highlighting the significance of flu vaccinations. They have set up multiple vaccination centers across Bangalore, making it convenient for residents to receive their shots.
To encourage widespread vaccination, the government is also collaborating with local schools, workplaces, and community centers to facilitate vaccination drives. Special attention is being given to ensuring that the vaccine is accessible to all, including marginalized communities who may have limited access to healthcare.
Residents are reminded that the flu vaccine is safe and effective. Common side effects are mild and may include soreness at the injection site, mild fever, or muscle aches. These side effects are generally short-lived and far less severe than the flu itself.
Healthcare providers are also stressing the importance of continuing COVID-19 precautions. Wearing masks, practicing good hand hygiene, and maintaining social distancing are still crucial, especially in crowded places.
Protect yourself and your loved ones by getting vaccinated. Together, we can help keep Bangalore healthy and safe this flu season. For more information on vaccination centers and schedules, residents can visit the Karnataka Health Department’s official website or follow their social media pages.
Stay informed, stay safe, and get your flu shot today!
TEST BANK for Operations Management, 14th Edition by William J. Stevenson, Ve...kevinkariuki227
TEST BANK for Operations Management, 14th Edition by William J. Stevenson, Verified Chapters 1 - 19, Complete Newest Version.pdf
TEST BANK for Operations Management, 14th Edition by William J. Stevenson, Verified Chapters 1 - 19, Complete Newest Version.pdf
Couples presenting to the infertility clinic- Do they really have infertility...Sujoy Dasgupta
Dr Sujoy Dasgupta presented the study on "Couples presenting to the infertility clinic- Do they really have infertility? – The unexplored stories of non-consummation" in the 13th Congress of the Asia Pacific Initiative on Reproduction (ASPIRE 2024) at Manila on 24 May, 2024.
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.
- Video recording of this lecture in English language: https://youtu.be/lK81BzxMqdo
- Video recording of this lecture in Arabic language: https://youtu.be/Ve4P0COk9OI
- Link to download the book free: https://nephrotube.blogspot.com/p/nephrotube-nephrology-books.html
- Link to NephroTube website: www.NephroTube.com
- Link to NephroTube social media accounts: https://nephrotube.blogspot.com/p/join-nephrotube-on-social-media.html
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
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New Directions in Targeted Therapeutic Approaches for Older Adults With Mantl...i3 Health
i3 Health is pleased to make the speaker slides from this activity available for use as a non-accredited self-study or teaching resource.
This slide deck presented by Dr. Kami Maddocks, Professor-Clinical in the Division of Hematology and
Associate Division Director for Ambulatory Operations
The Ohio State University Comprehensive Cancer Center, will provide insight into new directions in targeted therapeutic approaches for older adults with mantle cell lymphoma.
STATEMENT OF NEED
Mantle cell lymphoma (MCL) is a rare, aggressive B-cell non-Hodgkin lymphoma (NHL) accounting for 5% to 7% of all lymphomas. Its prognosis ranges from indolent disease that does not require treatment for years to very aggressive disease, which is associated with poor survival (Silkenstedt et al, 2021). Typically, MCL is diagnosed at advanced stage and in older patients who cannot tolerate intensive therapy (NCCN, 2022). Although recent advances have slightly increased remission rates, recurrence and relapse remain very common, leading to a median overall survival between 3 and 6 years (LLS, 2021). Though there are several effective options, progress is still needed towards establishing an accepted frontline approach for MCL (Castellino et al, 2022). Treatment selection and management of MCL are complicated by the heterogeneity of prognosis, advanced age and comorbidities of patients, and lack of an established standard approach for treatment, making it vital that clinicians be familiar with the latest research and advances in this area. In this activity chaired by Michael Wang, MD, Professor in the Department of Lymphoma & Myeloma at MD Anderson Cancer Center, expert faculty will discuss prognostic factors informing treatment, the promising results of recent trials in new therapeutic approaches, and the implications of treatment resistance in therapeutic selection for MCL.
Target Audience
Hematology/oncology fellows, attending faculty, and other health care professionals involved in the treatment of patients with mantle cell lymphoma (MCL).
Learning Objectives
1.) Identify clinical and biological prognostic factors that can guide treatment decision making for older adults with MCL
2.) Evaluate emerging data on targeted therapeutic approaches for treatment-naive and relapsed/refractory MCL and their applicability to older adults
3.) Assess mechanisms of resistance to targeted therapies for MCL and their implications for treatment selection