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Explain yourself, machine. Producing simple text descriptions for AI interpretability
We describe a feature, give a location, and then synthesise a conclusion. For example:
There is an irregular mass with microcalcification in the upper outer quadrant of the breast. Findings are consistent with malignancy.
You don’t need to understand the words I used here, but the point is that the features (irregular mass, microcalcification) are consistent with the diagnosis (breast cancer, malignancy). A doctor reading this report already sees internal consistency, and that reassures them that the report isn’t wrong. An common example of a wrong report could be:
Irregular mass or microcalcification. No ...
Source: The Health Care Blog - December 12, 2019 Category: Consumer Health News Authors: Christina Liu Tags: Artificial Intelligence Health Tech AI Luke Oakden-Rayner machine learning Radiology Source Type: blogs
HPV and cancer: The underappreciated connection
Did you know that a viral infection can lead to a number of different types of cancer? If that comes as a surprise to you, you’re not alone. In fact, according to a new study, many people have no idea that a common viral infection called human papilloma virus (HPV) can cause cancer of the genitals, anus, mouth, and throat, as well as cervical cancer.
Viral infections and cancer
The connection between certain viral infections and cancer has been recognized for many years. Some of the most well-established examples include hepatitis C, human immunodeficiency virus (HIV), and human papillomavirus (HPV). One thing these viru...
Source: Harvard Health Blog - November 8, 2019 Category: Consumer Health News Authors: Robert H. Shmerling, MD Tags: Adolescent health Cancer Infectious diseases Men's Health Sexual Conditions Vaccines Women's Health Source Type: blogs
Cool Images: A Colorful —and Halloween-Inspired—Collection
Transformations aren’t just for people or pets around Halloween. Scientific images also can look different than you might expect, depending on how they’re photographed. Check out these tricky-looking images and learn more about the science behind them.
Credit: Nilay Taneja, Vanderbilt University, and Dylan T. Burnette, Ph.D., Vanderbilt University School of Medicine.
Do you have a hunch about what this image is? Perhaps something to do with dry leaves? It’s a human fibroblast cell undergoing cell division, or cytokinesis, into two daughter cells. Cytokinesis is essential for the growth and development...
Source: Biomedical Beat Blog - National Institute of General Medical Sciences - October 31, 2019 Category: Research Authors: Chrissa Chverchko Tags: Cells Biofilms Cellular Imaging Cool Images Source Type: blogs
Report of the independent review of adult screening programmes in England
This report says that the NHS has the opportunity to upgrade cancer screening to save thousands more lives each year. It calls for people to be given much greater choice over when and where they are screened and recommends that local screening services should put on extra evening and weekend appointments for breast, cervical and other cancer checks.ReportNHS England - news
Source: Health Management Specialist Library - October 15, 2019 Category: UK Health Authors: The King ' s Fund Information & Knowledge Service Source Type: blogs
Device Speeds Cervical Cancer Screening
When screening for cervical cancer, immunofluorescence staining is used to identify the presence of proteins that are biomarkers for the disease. It is a slow and meticulous process that requires lab technicians to prepare individual cells for analys...
Source: Medgadget - August 6, 2019 Category: Medical Devices Authors: Medgadget Editors Tags: Diagnostics Ob/Gyn Oncology Source Type: blogs
Why Don ’t Digital Health Investors Finance Solutions To Tough Medical Issues?
Why did activity trackers flood the digital health market, while there’s barely a company dealing with menopause, arthritis, or rare diseases? How do digital health investors decide when it comes to funding a new project, and what are the specific factors to take into account in relation to the healthcare market? We looked around what could scare off financiers from funding tough medical issues, and have a suggestion on how to bring forward solutions for marginalized health problems. Read on.
Investment in digital health for everyone?
Investment in healthcare, especially in the digital
health market, is growing ste...
Source: The Medical Futurist - August 3, 2019 Category: Information Technology Authors: nora Tags: Business Future of Medicine companies company digital digital health digital health startups finance funding Healthcare investment technology Source Type: blogs
Why Don ’t Digital Health Investors Finance Tough Medical Issues?
Why did activity trackers flood the digital health market, while there’s barely a company dealing with menopause, arthritis, or rare diseases? How do digital health investors decide when it comes to funding a new project, and what are the specific factors to take into account in relation to the healthcare market? We looked around what could scare off financiers from funding tough medical issues, and have a suggestion on how to bring forward solutions for marginalized health problems. Read on.
Investment in digital health for everyone?
Investment in healthcare, especially in the digital
health market, is growing ste...
Source: The Medical Futurist - August 3, 2019 Category: Information Technology Authors: nora Tags: Business Future of Medicine companies company digital digital health digital health startups finance funding Healthcare investment technology Source Type: blogs
Fight Aging! Newsletter, July 29th 2019
In this study we show, for the first time, significant alterations in cholesterol efflux capacity in adolescents throughout the range of BMI, a relationship between six circulating adipocyte-derived EVs microRNAs targeting ABCA1 and cholesterol efflux capacity, and in vitro alterations of cholesterol efflux in macrophages exposed to visceral adipose tissue adipocyte-derived EVs acquired from human subjects. These results suggest that adipocyte-derived EVs, and their microRNA content, may play a critical role in the early pathological development of ASCVD.
Commentary on the Developing UK Government Position on Hea...
Source: Fight Aging! - July 28, 2019 Category: Research Authors: Reason Tags: Newsletters Source Type: blogs
HPV vaccine: A vaccine that works, and one all children should get
Human papillomavirus, or HPV, is the most common sexually transmitted infection. Most of the time, the body clears it without problems. But when it doesn’t, it can lead to cancer. HPV is the leading cause of cervical cancer, and it can also lead to cancers of the vagina, vulva, penis, anus, and mouth. Every year, there are more than 40,000 cases of cancer caused by HPV.
The HPV vaccine can prevent most of them.
Research shows the HPV vaccine is effective
A study published in the journal Pediatrics underlined just how effective the vaccine is. Researchers studied women ages 13 to 26 between 2006 and 2017, looking at thei...
Source: Harvard Health Blog - July 26, 2019 Category: Consumer Health News Authors: Claire McCarthy, MD Tags: Children's Health Men's Health Parenting Vaccines Women's Health Source Type: blogs
If we don ’t pay now to vaccinate our children, they will pay later
The HPV vaccine saves lives. It does so by reducing a person’s chance of being infected by the human papilloma virus, a virus that causes a whole range of cancers including, most importantly, cervical cancer. Vaccinate your teenage daughter against HPV, and you will increase the chance she will live to old age. Simple as that. […]Find jobs at Careers by KevinMD.com. Search thousands of physician, PA, NP, and CRNA jobs now. Learn more.
Source: Kevin, M.D. - Medical Weblog - June 27, 2019 Category: General Medicine Authors: < span itemprop="author" > < a href="https://www.kevinmd.com/blog/post-author/peter-ubel" rel="tag" > Peter Ubel, MD < /a > < /span > Tags: Meds Pediatrics Source Type: blogs
The Top 100 Companies In Digital Health Addressing Real-World Needs
The
digital health market is extremely volatile: start-ups show up, promise to disrupt the entire
health scene, but go down just as fast having not received the necessary
funding. Others change their profiles, partner with big pharma companies or
lose the battle with another venture providing a better technology. Not to
speak about the hype, buzzwords, and overmarketing, which calls for careful
consideration. In spite of all the challenges, The Medical Futurist team is
working tirelessly to stay ahead of the turbulent market changes and bring you the
Top 100 Companies
In Digital Health in an e-book every year.
Real-wor...
Source: The Medical Futurist - June 27, 2019 Category: Information Technology Authors: nora Tags: Business Future of Medicine companies company digital digital health digital health companies digital health market digital technology disruption disruptive Healthcare Innovation needs Source Type: blogs
Molecular Motors Drill Through Cancer Cells
A couple of years ago a team of U.S. and U.K. scientists came up with a way of making molecular motors that can drill through cancer cells, destroying them in the process. The researchers, from Rice University, Durham University, and North Carolina S...
Source: Medgadget - June 17, 2019 Category: Medical Devices Authors: Medgadget Editors Tags: Medicine Nanomedicine Oncology Source Type: blogs
Asco 2019
Targeted treatment takeover, drugging the ‘undruggable’, obesity and blood tests Related items fromOnMedica Women consider legal action over cancer link breast implants Red tape delaying availability of new cancer drugs Soaring cancer diagnoses will push NHS to its limits, charity warns Some irregular cervical lesions could be monitored rather that treated immediately Chemo treatment ‘unsustainable’ due to staff shortages
Source: OnMedica Blogs - June 13, 2019 Category: General Medicine Source Type: blogs
Fight Aging! Newsletter, June 3rd 2019
In conclusion, there is solid evidence that obesity deregulates cellular mechanisms related to nutrient sensing.
Altered Intercellular Communication
It is accepted that aging impacts the organism at the cellular level, but also decreases the capacity of cells of an organism to interact. During aging, there is a decreased communication at the neuronal, neuroendocrine, and endocrine levels. Two of the most compelling examples of impaired communication are inflammaging and immunosenescence. The inflammaging phenotype results in elevated cytokines. These cytokines can accelerate and propagate the aging process. T...
Source: Fight Aging! - June 2, 2019 Category: Research Authors: Reason Tags: Newsletters Source Type: blogs
Amazing Organisms and the Lessons They Can Teach Us
What do you have in common with rodents, birds, and reptiles? A lot more than you might think. These creatures have organs and body systems very similar to our own: a skeleton, digestive tract, brain, nervous system, heart, network of blood vessels, and more. Even so-called “simple” organisms such as insects and worms use essentially the same genetic and molecular pathways we do. Studying these organisms provides a deeper understanding of human biology in health and disease, and makes possible new ways to prevent, diagnose, and treat a wide range of conditions.
Historically, scientists have relied on a few key organ...
Source: Biomedical Beat Blog - National Institute of General Medical Sciences - May 15, 2019 Category: Research Authors: Chrissa Chverchko Tags: Genes Biofilms Cool Creatures Diseases Evolution Modeling Neurobiology Regeneration Research Organisms Wound Healing Source Type: blogs
