Healthcare

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• Healthcare Explainable Artificial Intelligence
• Watch me Build a Healthcare Startup | Siraj Raval
• Microsoft, White House, and Allen Institute release coronavirus data set for medical and NLP researchers | Khari Johnson - VentureBeat
• How to Get Started with AI in Healthcare – A 3-Phase Approach | Sergii Gorpynich - Emerj
• Ping An, a large Chinese conglomerate, has unveiled AI doctors. It has launched clinics known as “One-Minute Clinic,” where AI doctors diagnose symptoms and propose medications. Within three years, Ping An plans to build hundreds of thousands of these clinics across China. | Scientific American
• NIH Strategic Plan for Data Science | National Institutes of Health, Office of Data Science Strategy
• Machine Learning | The NIH Catalyst
• Artificial Intelligence in Healthcare | Wikipedia
• Olive Your Digital Employee, The only operational AI technology designed specifically for healthcare. Olive automates healthcare’s most robotic processes, so your employees don’t have to. Let them focus on what matters most instead.
• Deep Learning Model Detects Obesity Rates From Outer Space | Mario L. Major
• Computer Vision for Medical Diagnostics in the Chest Area | Daniel Faggella
• A.I. Shows Promise as a Physician Assistant | Cade Metz
• The AI Industry Series: Top Healthcare AI Trends To Watch | CB Insights
• Connecting the Big Data Dots to Optimize Health and Manage Disease | Daniel Kraft, MD
• The Pediatric AI That Outperformed Junior Doctors | Aaron Saenz
• Doctors Are Losing Faith in IBM Watson’s AI Doctor "They came in with marketing first, product second, and got everybody excited." | Dan Robitzski - Futurism
• Announcing the Cloud Healthcare API beta: Improving data access and shareability across organizations | Google
• Artificial intelligence tool vastly scales up Alzheimer's research | Brittany Dugger, Charles DeCarli, Lee-Way Jin, Laurel Beckett from UC Davis; Ziqi Tang of UCSF and Tsinghua University in Beijing, China, and Kangway V. Chuang of UCSF
• Healthcare Language Has Very Specific Needs | John Snow Labs an open source text processing library for Python & Scala that’s built on top of Apache Spark and TensorFlow
• Corti.ai helps emergency medical dispatchers make life-saving decisions
• AI Can Diagnose Like Doctors. But for Continued Progress, Research Standards Must Improve | Edd Gent - SingularityHub
• How your poop can help train AI | Rachel Metz - CNN Business
• An invisible hand: Patients aren’t being told about the AI systems advising their care | Rebecca Robbins - STAT
• Facebook and NYU use artificial intelligence to make MRI scans four times faster | James Vincent - The Verge...uses AI to make MRI scans four times faster. First, the model uses high-resolution images from a patient’s MRI scan to create an overall outline. Then, as the MRI scan progresses, fastMRI uses the lower-resolution images it receives to fill in gaps and produce a completed final scan.
• AI May Help Identify Patients With Early-Stage Dementia | Shirley S. Wang - The Wall Street Journal ...Research suggests that how we type, sleep and speak may offer clues of cognitive decline
• Good Machine Learning Practice for Medical Device Development: Guiding Principles | U.S. Food & Drug (FDA)

Generative AI in Healthcare

• Generative AI ... Conversational AI ... OpenAI's ChatGPT ... Perplexity ... Microsoft's Bing ... You ...Google's Bard ... Baidu's Ernie:
  • Don’t expect ChatGPT to be publishing medical journals quite yet | Hunter Boyce - The Atlanta Journal-Constitution
  • Promises — and pitfalls — of ChatGPT-assisted medicine | Rushabh Doshi & Simar Bajaj - Stat
  • AIs as doctors? ChatGPT nearly passes US medical licensing exam - study | Judy Siegel-Itzkovich - The Jerusalem Post ... "We interacted with ChatGPT much like a colleague, asking it to synthesize, simplify and offer counterpoints," the researchers wrote.
  • Introducing Our Virtual Volunteer Tool Powered by OpenAI’s GPT-4 | Be MyEyes ... provide instantaneous identification, interpretation and conversational visual assistance for People who are Blind or Have Low Vision
  • Large Language Models & AI In Healthcare | Lutz Finger - Forbes

Focus

Dementia

• Artificial intelligence can now predict who will develop DEMENTIA with 92% accuracy, breakthrough study reveals | Ryan Morrison - Daily Mail

Parkinson’s Disease Detection

• Artificial intelligence-based clustering and characterization of Parkinson's disease trajectories | C. Birkenbihl, A. Ahmad, N. Massat, T. Raschka, A. Avbersek, P. Downey, M. Armstrong & H. Fröhlich - Nature
• New AI tool predicts Parkinson’s disease with 96% accuracy — 15 years in advance! | Diana Zhang & William A. Donald - Study Finds

Heart Disease Detection

• Artificial intelligence can tell if you’ve got heart problems simply by the sound of your voice

Hearing

• Harnessing the power of artificial intelligence to transform hearing
• AI hearing aids: How artificial intelligence can help hearing loss
• How Artificial Intelligence (AI) Can Help Children with Speech, Hearing
• UCI hearing-loss researcher, other experts say AI can transform hearing

Recent advances in AI have enabled machines to achieve human-like performance in important hearing-related tasks such as Automatic Speech Recognition (ASR) and Natural Language Processing (NLP). Essentially, Deep Learning allows hearing aids to begin to mimic how your brain would hear sound if your hearing wasn’t impaired. AI can be applied to hearing aids to improve their functionality. For instance, AI can help hearing aids function better in challenging situations such as engaging in a conversation when you’re in a crowded, loud space (think: a restaurant or cafe). AI can help hearing aids automatically dampen the sound of background noise and focus on amplifying speech instead.

AI has the potential to transform hearing healthcare and research. In addition to improving the functionality of hearing aids, AI can also be applied to advancing research and developing new therapies to meet the growing global demand for hearing care. For example, AI can be used to improve the diagnosis and treatment of many common conditions and more effectively deliver hearing care worldwide. AI can also be used to develop new tools for hearing research, such as computational models that faithfully model the auditory system.

Hearing Aid	Features	Price (per pair)
Widex Moment	* AI and machine learning to create personalized hearing programs Direct streaming to both Android and iOS devices Choice between rechargeable and disposable battery-powered models || $2,268 - $5,400<ref>https://www.ziphearing.com/widex-moment</ref><ref>https://www.earpros.com/hearing-aid-brands/widex-hearing-aids/moment</ref><ref>https://directhearing.com/products/widex-moment-sheer-440-priced-per-hearing-aid</ref>
Starkey Livio Edge AI	* AI to provide instant adjustments for challenging listening situations Features such as activity tracking, brain engagement tracking, fall detection, translation, transcription, and more Rechargeable option with lithium-ion battery technology Bluetooth connectivity to iOS and select Android devices || $4,000 - $7,000<ref>https://www.hearingtracker.com/ask/what-is-the-price-of-starkey-livio-ai-hearing-aids</ref>
Oticon More	* AI to process sound more like the brain does Captures the full sound scene and enhances speech understanding Rechargeable option with lithium-ion battery technology Bluetooth connectivity to iOS and select Android devices || $4,000 - $6,000<ref>https://www.hearingtracker.com/ask/what-is-the-price-of-oticon-more-hearing-aids</ref>

Language Translation

• Livio AI hearing aids can enable real-time language translation
• This Hearing Aid Can Translate For You—and Track Steps Too
• Livio AI hearing aids can enable real-time language translation
• How does Starkey’s Livio AI Hearing Aid Translate Language in Real Time?

`Livio AI` by Starkey Hearing Technologies that can enable real-time language translation. Livio AI is the first multi-purpose hearing device that not only sounds better than other hearing aids out there, it also lets you track your brain and body health, stream music, phone calls and more from your smartphone, and translate languages as you hear them. It can translate 27 languages as you hear them.

Cancer Detection

• Skin Cancer Classification With Deep Learning | Andre Esteva, B. Kuprel, R. Novoa, J. Ko, S. Swetter, H. Blau & S.Thrun
• How AI is improving cancer diagnostics; Artificial intelligence can spot subtle patterns that can easily be missed by humans. | Neil Savage - Nature
• A.I. Took a Test to Detect Lung Cancer. It Got an A | Denise Grady - The New York Times
• Hitachi Cancer screening via urine samples & Food Waste with hospital patients | Bernard Marr - Forbes

Brain and Spine

• Connecting Brains
• Paralyzed man walks again thanks to brain and spine implants – study | Evgenia Gubina - Mezha ... Paralyzed man walks after bluetooth connects his brain and spine

Gert-Jan Oskam was living in China in 2011 when he had a motorcycle accident and was paralyzed from the hips down. But with a combination of devices, scientists were able to provide a “digital bridge” between the man’s brain and spinal cord. It allowed him to stand, walk, climb a steep ramp with a walker, get in and out of a car, and even stand at a bar for a drink. More than a year after the implant, he retained these abilities and actually showed signs of neurological recovery, walking with crutches even when the implant was turned off.

• A brain-computer interface was implanted above the part of the brain that controls leg movement
• The interface uses algorithms based on AI methods to decode brain recordings in real time

Robots for Healthcare

• Robotics

Blockchain, AI and Healthcare

• Blockchain

Python for Healthcare