Neuropathic corneal pain (NCP) is an underdiagnosed ocular disorder caused by aberrant nociception and hypersensitivity of corneal nerves, often resulting in chronic pain and discomfort even in the absence of noxious stimuli. Recently, microneuromas…
Continue ReadingTag: model
Multimodal generative AI for interpreting 3D medical images and videos
This perspective proposes adapting video-text generative AI to 3D medical imaging (CT/MRI) and medical videos (endoscopy/laparoscopy) by treating 3D images as videos. The approach leverages modern video models to analyze multiple sequences simultaneously and…
Continue ReadingTrump Signs Executive Order to Lower US Drug Prices with MFN Policy
What You Should Know:
– President Donald J. Trump has signed a new Executive Order aimed at bringing the prices Americans and U.S. taxpayers pay for prescription drugs in line with those paid by comparable…
Continue ReadingOmada Health Files for IPO
What You Should Know:
– Virtual care company Omada Health filed for an initial public offering (IPO) on Friday, according to the SEC filing.
– Founded in 2012, Omada specializes in virtual care programs designed to…
Continue ReadingSynthetic data distillation enables the extraction of clinical information at scale
Large-language models (LLMs) show promise for clinical note information extraction, but deployment challenges include high computational costs and privacy concerns. We used synthetic data distillation to fine-tune smaller, open-source LLMs to achieve performance comparable…
Continue ReadingUsability testing a web application to support evidence-based commissioning decisions for implementing mobile stroke units
Commissioning of innovations in healthcare is a complex socio-technical process, ideally informed by high quality evidence. However, evidence is not always prepared and presented in a format usable for commissioning decisions. Agile methodology, combined…
Continue ReadingAI Study Challenges Fears of Racial Bias in Prostate Cancer Care
What You Should Know:
– Artera, a company developing multimodal artificial intelligence (MMAI)-based prognostic and predictive cancer tests, today announced the publication of a significant validation study in the JCO Clinical Cancer Informatics.
– The study…
Continue ReadingEvaluating large language model workflows in clinical decision support for triage and referral and diagnosis
Accurate medical decision-making is critical for both patients and clinicians. Patients often struggle to interpret their symptoms, determine their severity, and select the right specialist. Simultaneously, clinicians face challenges in integrating complex patient data…
Continue ReadingQuantHealth Unveils Its Large Real-World Drug Model in AWS Marketplace
What You Should Know:
QuantHealth has launched LRDM v1.0, the world’s first clinical trial foundation model that simulates patient outcomes using data from over 100 million individuals and billions of clinical datapoints.This technology marks a pivotal…
Continue ReadingWhat Is Agentic AI and How Can It Be Used in Healthcare?
What Is Agentic AI?
Like other forms of artificial intelligence, agentic AI is only as accurate as the data that fuels it. It relies on “a digital ecosystem of large language models (LLMs), machine learning…
