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AI Grand Rounds
Could technology ever harness the power of telepathy ?
Fellow Healthcare Champions,
Are you curious about healthcare AI but don't know where to begin? As busy clinicians ourselves, we understand the time constraints you face. We ask ourselves one simple question: "What information on AI healthcare do we need that will help us better serve our patients?"
We, too, have faced challenges finding clinically relevant information and have spent countless hours sifting through publications and news media. So, as lifelong learners and educators, we decided to take on the challenge and created the "AI Grand Rounds" newsletter!
We aim to inspire and empower you to navigate the rapidly changing Healthcare AI landscape confidently. We hope our newsletter will help you stay ahead of the curve so you can continue positively impacting your patients' lives.
Sincerely,
From your Co-editors in Chief Ankit Kansagra and Jaimin Trivedi
Table of Contents
🚨 Pulse of Innovation 🚨
A quadriplegic patient was implanted with Telepathy, a coin-sized implant around the area of the brain that controls motions and will wirelessly transmit data from the brain to an app where the signals will be decoded, eventually developing a machine learning model.
Down the line, Telepathy, the Brain Computer Interface, will be used to control the brain function that helps the patient improve motion, benefitting patients such as those suffering from ALS. A registry is set up to increase patient participation.
Real-world data from over 100,000 physician-patient dialogues, ICU medical notes, USMLE clinical scenarios, and simulated clinical scenarios were used to create an Articulate Medical Intelligence Explorer (AMIE) to help diagnose.
The primary purpose of the AMIE is not to replace human physicians but to aid in diagnoses, particularly during wellness visits, and also to help patients better understand their symptoms and associated diagnoses.
🧑🏼‍🔬 Bench to Bedside👨🏽‍🔬
A subset of 243 surgical videos was used to train an AI-powered computer vision (CV) model, which was then used to detect various surgical action triplets of instruments, motions, and anatomic structure
The trained CV model was then used on all 243 videos and identified factors associated with low v. moderate blood loss, which were longer use of irrigator, location of irrigation, and surgeon experience
From 55 US hospitals, clinical and demographic data of over 1.5 million patients, 35,387 of which had pancreatic cancer, was used to develop AI models
Patients received periodic risk assessments by AI models and were followed for up to 18 months after their last risk assessment
Among the pancreatic cancer patients, the algorithm identified 35% to be high risk 6 to 18 months before their actual diagnosis. The current screening tools only identify 10% of pancreatic cancers.
đź©ş Start-Up Stethoscope đź’µ
While Neuralink is beginning its clinical trials, Synchron has significant headway with the implantation of its device in 10 patients, 4 in Australia and 6 in the United States, and is now in talks with the FDA to seek commercialization of its product.
Unlike Neuralink, the Synchron device called Stentrode is implanted via the Jugular vein. It works by wireless transmission of the brain signals to its app and focuses on paraplegic patients such as ALS. Given the head start it could become one of the first FDA-approved commercially available product
Vital Interaction’s proprietary product scans practice management system for data such as clinical and billing information to strategize customizable targeted patient outreach campaigns for reactivation and retention of patients
Currently, over 13,000 providers use Vital Interaction with annual outreach to over 5 million patients
🤖Patients First, AI Second🤖
On the Biden administration’s initiative, 28 leading healthcare providers and payers announced voluntary commitments to the safe, secure, and trustworthy purchase and use of AI in healthcare.
It reiterates the administration’s emphasis on patient privacy, risk identification, and mitigation, as well as the development of methods for the responsible and safe use of AI for improving health outcomes
👩‍⚕️AI in the Clinic 🏥
CHS, one of the larger health systems in the country, spanning over 15 states, has migrated its data to the Fast Healthcare Interoperability Resources 1 (FHIR)-based clinical data platform of the Google Cloud
This migration will enable better use of generative AI, improving clinical documentation, administrative tasks, and patient information distribution.
A natural language processing AI model identified inappropriate sensitive content in the patient’s medical records. Another AI model was used to detect inappropriate guardian access to teen’s accounts to view such sensitive information.
The combination of these two AI monitoring systems was designed to provide a comprehensive solution to optimally support teen and family engagement in their healthcare.
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