Research.google

Artificial Intelligence in Healthcare: A Perspective from Google

WEBArtificial Intelligence (AI) holds the promise of transforming healthcare by improving patient outcomes, increasing accessibility and efficiency, and decreasing the cost of care. …

Actived: 3 days ago

URL: https://research.google/pubs/artificial-intelligence-in-healthcare-a-perspective-from-google/

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

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

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

Deep Learning for Electronic Health Records

WEBWe used deep learning models to make a broad set of predictions relevant to hospitalized patients using de-identified electronic health records. Importantly, we were …

Category: Health Go Health

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 …

Category: Health Go Health

Generating Diverse Synthetic Medical Image Data for Training …

WEBPosted by Timo Kohlberger and Yuan Liu, Software Engineers, Google Health The progress in machine learning (ML) for medical imaging that helps doctors …

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

Building a Clinical Team in a Large Technology Company

WEBThe authors believe that there is a third way — one that establishes a robust, thriving clinical team within a major technology company that brings a deep understanding of the …

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

Deep Learning for Detection of Diabetic Eye Disease

WEBOne of the most common ways to detect diabetic eye disease is to have a specialist examine pictures of the back of the eye (Figure 1) and rate them for disease …

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

Careers – Google Research

WEBMontreal. Google Research in Montreal performs both open-ended and applied research, in numerous areas including reinforcement learning, meta-learning, optimization, program …

Category: Health Go Health

Datasets – Google Research

WEBThe dataset is a modification of the original ScreenQA dataset. It contains the same ~86K questions for ~35K screenshots from Rico, but the ground truth is a list of short answers. …

Category: Health Go Health

How to Develop Machine Learning Models for Healthcare

WEBAbstract. Rapid progress in machine learning is enabling opportunities for improved clinical decision support. Importantly, however, developing, validating and implementing …

Category: Health Go Health

PhD Fellowship – Google Research

WEBThe Google PhD Fellowship Program was created to recognize outstanding graduate students doing exceptional and innovative research in areas relevant to …

Category: Health Go Health