Learning the Structure of EHR with Graph Convolutional Transformer - Edward Choi
Explore graph convolutional transformers for learning EHR structure, combining graph convolution and self-attention for supervised prediction tasks in healthcare analytics and representation learning.
AI Transforms Health Care - The Future of Medicine and Health Care
Explore AI's transformative role in healthcare, focusing on ethical implementation, data structure, and real-world applications. Learn about Stanford's innovative AI projects and their impact on patient care.
Creating a Learning Health Care System for Heart Failure Patients
Explore Dr. Ahmad's journey in improving heart failure patient care using EHR data, pragmatic clinical trials, and frequent feedback for enhanced healthcare outcomes.
Assisted and Augmented: AI and the Cardiovascular Clinician
Explore AI's role in cardiovascular medicine, from EHRs to wearables. Learn how AI enhances diagnostics, therapeutics, and patient outcomes through real-world evidence and innovative care solutions.
CyclOps: A Framework for Data Extraction, Model Evaluation and Drift Detection in Clinical Machine Learning
Explore CyclOps, a unified framework for healthcare ML, enabling data extraction, model evaluation, and drift detection in clinical settings. Streamline development of robust AI models.
Extracting Social Determinants of Health: Annotation, Extraction, and Ethical Considerations - Informatics Grand Rounds
Explore social determinants of health extraction from EHRs using NLP, focusing on annotation, information gain, and ethical considerations in healthcare data analysis.
Deep Learning on Electronic Health Records: Unlocking the Power of Clinical Data - Lecture 1
Unlock the power of EHR data using deep learning NLP. Explore frameworks for extracting clinical information, leveraging pretrained transformer models, and addressing challenges in applying language models to healthcare data.
Temperature Drives Cardiac Function
Uncover how temperature impacts cardiac function, exploring contractility changes during hypothermia and fever, and the potential of electronic health records for data mining.
Digital Health and Its Use to Improve Patient Outcomes
Explore digital health's potential to enhance patient outcomes through insights from GE HealthCare's Chief Marketing Officer, Simon Rost.
AI for Healthcare
Explore AI's transformative impact on healthcare, from diagnosis to drug discovery. Learn key concepts and applications, with hands-on demos illustrating AI's potential in improving patient outcomes.
From ePA to EHDS: 7 Theses on Current Digital Health Policy
Kritische Analyse der Digitalisierung im Gesundheitssektor: 7 Thesen zu elektronischer Patientenakte und EU-Gesundheitsdatenraum. Diskussion technischer und gesellschaftspolitischer Herausforderungen sowie alternativer Ansätze.
Data and Metrics for Change and Improvement
Explore how data and metrics drive change in pathology through real-world examples, focusing on measurement, implementation, and sustaining improvements in clinical practice.
Oracle's Vision to Advance Global Healthcare
Larry Ellison presents Oracle's strategy for revolutionizing global healthcare through advanced technology, focusing on improved patient outcomes, efficiency, and data security.
The Future of Healthcare - Advancing Global Health Outcomes
Explore the future of healthcare with Oracle's innovative solutions, featuring insights from industry leaders on improving global health outcomes through technology and data-driven approaches.
Open Access to Electronic Health Data: Reforming Healthcare
Open health data's potential to revolutionize healthcare: Experts discuss how electronic records and data access can transform physician compensation and patient care, driving innovation in the healthcare system.
Recent HIPAA/HITECH Changes - Overview and Impact on Health Information Privacy
Overview of HITECH Act and its impact on HIPAA, examining recent changes to broaden protection of personal health information privacy and security in healthcare technology.
Consumer Technology on Parade - Innovative Health-Related Design
Explore innovative health-related designs, from emotional support tools to digital health records and advanced monitoring devices, showcasing creative solutions for improved patient care and medical efficiency.
Following the Doctor's Orders: Rejuvenating the Doctor-Patient Relationship
Exploring strategies to revitalize healthcare by empowering doctors, aligning incentives, and promoting patient-centered care for improved outcomes and satisfaction in modern medical practice.
Hospitals and Infosec: Consequences of Bad Security in Health Care
Exploring vulnerabilities in hospital cybersecurity and their impact on patient care. Discusses risks, consequences, and strategies to improve security measures in healthcare settings.
Learning Health Systems for Mood Disorders - Precision Medicine in Psychiatry
Explore precision medicine's role in mood disorders through patient registry and electronic health record data to support learning health systems.
Digital Strategies for Hypertension Control and Prevention Using Health Records
Explore innovative digital strategies and data-driven approaches for controlling hypertension, focusing on implementation science, health equity, and technology-based interventions in cardiovascular disease prevention.