Research.google

Three Epochs of Artificial Intelligence for Healthcare

WEBConclusions and Relevance: Foundation models and generative AI represent a major revolution in AI’s capabilities, ffering tremendous potential to improve care. Health care …

Actived: 3 days ago

URL: http://research.google/pubs/three-epochs-of-artificial-intelligence-for-healthcare/

AMIE: A research AI system for diagnostic medical reasoning and

WEBAMIE: an LLM-based conversational diagnostic research AI system. We trained AMIE on real-world datasets comprising medical reasoning, medical …

Category: Medical Go Health

Med-PaLM: A Medical Large Language Model

WEBMed-PaLM is a large language model (LLM) designed to provide high quality answers to medical questions. Our second version, Med-PaLM 2, is one of the research models that …

Category: Medical Go Health

HEAL: A framework for health equity assessment of machine …

WEBThe HEAL framework proposes a 4-step process to estimate the likelihood that an ML-based health technology performs equitably: (1) Identify factors associated with health …

Category: Health Go Health

Robust and efficient medical imaging with self-supervision

WEBLarge scale self-supervision for medical imaging. REMEDIS uses a combination of natural (non-medical) images and unlabeled medical images to develop …

Category: Medical Go Health

Multimodal medical AI

WEBMultimodal medical AI. Medicine is an inherently multimodal discipline. When providing care, clinicians routinely interpret data from a wide range of modalities …

Category: Medical, Medicine Go Health

Detecting Signs of Disease from External Images of the Eye

WEBPosted by Boris Babenko, Software Engineer and Naama Hammel, Clinical Research Scientist, Google Health. Three years ago we wrote about our work on …

Category: Health Go Health

Large Language Models are Few-Shot Health Learners

WEBLarge language models (LLMs) can capture rich representations of concepts that are useful for real-world tasks. However, language alone is limited.

Category: Health Go Health

Detecting Abnormal Chest X-rays using Deep Learning

WEBA Deep Learning System for Detecting Abnormal Chest X-rays. The deep learning system we used is based on the EfficientNet-B7 architecture, pre-trained on …

Category: Health Go Health

Research Scholar Program – Google Research

WEBThe Research Scholar Program aims to support early-career professors who are pursuing research in fields relevant to Google. The Research Scholar Program provides …

Category: Health Go Health

Enabling large-scale health studies for the research community

WEBPosted by Chintan Ghate, Software Engineer, and Diana Mincu, Research Engineer, Google Research. As consumer technologies like fitness trackers and mobile …

Category: Fitness Go Health

Health – Google Research

WEBTransformative healthcare technologies build upon translational research to realize long-term potential. Our Health AI team embraces a model of embedded research and …

Category: Health Go Health

Health & Bioscience – Google Research

WEBResearch in health and biomedical sciences has a unique potential to improve peoples’ lives, and includes work ranging from basic science that aims to understand biology, to …

Category: Medical Go Health

EHR-Safe: Generating high-fidelity and privacy-preserving …

WEBPosted by Jinsung Yoon and Sercan O. Arik, Research Scientists, Google Research, Cloud AI Team. Analysis of Electronic Health Records has a tremendous …

Category: Health Go Health

Michael D. Howell, MD MPH

WEBMichael has published more than 100 research articles, editorials, and book chapters, and is the author of Understanding Healthcare Delivery Science, one of the …

Category: Health Go Health

Google Research, 2022 & beyond: Health

WEBIn 2021, we shared some of our early work using smartphone cameras to measure heart rate and to help identify skin conditions. In 2022, we shared new …

Category: Health Go Health