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#Art & Design #Adobe #ChatGPT #GitHub

#Electronic Health Records

Showing: 56 courses
Stanford University

Learning the Structure of EHR with Graph Convolutional Transformer - Edward Choi

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Explore graph convolutional transformers for learning EHR structure, combining graph convolution and self-attention for supervised prediction tasks in healthcare analytics and representation learning.
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15 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Stanford University

AI Transforms Health Care - The Future of Medicine and Health Care

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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.
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1 Lesons
38 minutes
On-Demand
Free-Video
Houston Methodist DeBakey CV Education

Creating a Learning Health Care System for Heart Failure Patients

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Explore Dr. Ahmad's journey in improving heart failure patient care using EHR data, pragmatic clinical trials, and frequent feedback for enhanced healthcare outcomes.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
Houston Methodist DeBakey CV Education

Assisted and Augmented: AI and the Cardiovascular Clinician

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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.
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1 Lesons
1 hour 12 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

CyclOps: A Framework for Data Extraction, Model Evaluation and Drift Detection in Clinical Machine Learning

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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.
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1 Lesons
30 minutes
On-Demand
Free-Video
Johns Hopkins Medicine

Extracting Social Determinants of Health: Annotation, Extraction, and Ethical Considerations - Informatics Grand Rounds

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Explore social determinants of health extraction from EHRs using NLP, focusing on annotation, information gain, and ethical considerations in healthcare data analysis.
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1 Lesons
58 minutes
On-Demand
Free-Video
Broad Institute

Deep Learning on Electronic Health Records: Unlocking the Power of Clinical Data - Lecture 1

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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.
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2 Lesons
1 hour 47 minutes
On-Demand
Free-Video
Cardiology University of Washington

Temperature Drives Cardiac Function

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Uncover how temperature impacts cardiac function, exploring contractility changes during hypothermia and fever, and the potential of electronic health records for data mining.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
GE HealthCare

Digital Health and Its Use to Improve Patient Outcomes

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Explore digital health's potential to enhance patient outcomes through insights from GE HealthCare's Chief Marketing Officer, Simon Rost.
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1 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Great Learning

AI for Healthcare

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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.
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18 Lesons
1 hour 44 minutes
On-Demand
Free-Video
media.ccc.de

From ePA to EHDS: 7 Theses on Current Digital Health Policy

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Kritische Analyse der Digitalisierung im Gesundheitssektor: 7 Thesen zu elektronischer Patientenakte und EU-Gesundheitsdatenraum. Diskussion technischer und gesellschaftspolitischer Herausforderungen sowie alternativer Ansätze.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
The Royal College of Pathologists

Data and Metrics for Change and Improvement

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Explore how data and metrics drive change in pathology through real-world examples, focusing on measurement, implementation, and sustaining improvements in clinical practice.
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22 Lesons
32 minutes
On-Demand
Free-Video
Oracle

Oracle's Vision to Advance Global Healthcare

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Larry Ellison presents Oracle's strategy for revolutionizing global healthcare through advanced technology, focusing on improved patient outcomes, efficiency, and data security.
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8 Lesons
22 minutes
On-Demand
Free-Video
Oracle

The Future of Healthcare - Advancing Global Health Outcomes

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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.
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13 Lesons
1 hour 22 minutes
On-Demand
Free-Video
TED

Open Access to Electronic Health Data: Reforming Healthcare

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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.
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7 Lesons
21 minutes
On-Demand
Free-Video

Recent HIPAA/HITECH Changes - Overview and Impact on Health Information Privacy

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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.
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1 Lesons
34 minutes
On-Demand
Free-Video
The Aspen Institute

Consumer Technology on Parade - Innovative Health-Related Design

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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.
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7 Lesons
34 minutes
On-Demand
Free-Video
The Aspen Institute

Following the Doctor's Orders: Rejuvenating the Doctor-Patient Relationship

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Exploring strategies to revitalize healthcare by empowering doctors, aligning incentives, and promoting patient-centered care for improved outcomes and satisfaction in modern medical practice.
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1 Lesons
50 minutes
On-Demand
Free-Video
Cooper

Hospitals and Infosec: Consequences of Bad Security in Health Care

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Exploring vulnerabilities in hospital cybersecurity and their impact on patient care. Discusses risks, consequences, and strategies to improve security measures in healthcare settings.
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1 Lesons
50 minutes
On-Demand
Free-Video
Johns Hopkins Medicine

Learning Health Systems for Mood Disorders - Precision Medicine in Psychiatry

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Explore precision medicine's role in mood disorders through patient registry and electronic health record data to support learning health systems.
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1 Lesons
57 minutes
On-Demand
Free-Video
Yale Cardiovascular Medicine Grand Rounds

Digital Strategies for Hypertension Control and Prevention Using Health Records

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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.
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30 Lesons
1 hour 1 minute
On-Demand
Free-Video
Open Data Science

Data Science Supporting Clinical Decision Making - What, Why, How?

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Explore opportunities and challenges in using electronic health records for clinical decision support, focusing on natural language processing to transform clinical documentation into structured data.
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20 Lesons
38 minutes
On-Demand
Free-Video
Alan Turing Institute

AI-Based Modeling of Electronic Health Records for Patients with Learning Disabilities

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Explore AI-based modeling of electronic health records for individuals with learning disabilities, focusing on predicting hospital stays and analyzing long-term condition trajectories.
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1 Lesons
38 minutes
On-Demand
Free-Video
BIMSA

Empowering the Data Science Ecosystem for Whole Genome Sequencing Analysis Using ML Methods and Tools

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Explore advanced methods for analyzing whole genome sequencing data using machine learning and ensemble techniques. Learn to leverage biobanks and electronic health records for powerful genetic insights.
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1 Lesons
1 hour 9 minutes
On-Demand
Free-Video
National Human Genome Research Institute

Obstacles to Genomic Medicine and Population Screening - Session 6

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Explore challenges in genomic screening: payer reluctance, data sharing complexities, EHR integration, and demonstrating health benefits. Experts discuss obstacles and potential solutions.
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6 Lesons
1 hour 41 minutes
On-Demand
Free-Video
National Human Genome Research Institute

PennChart Genomics Initiative at Five Years: From Integration to Implementation

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Explore the PennChart Genomics Initiative's progress in integrating and implementing genomics in healthcare, presented by renowned cancer genetics expert Dr. Katherine Nathanson.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Labroots

SLC25A46 as a Novel Mitochondrial Regulator and Biomarker in Breast Cancer

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Explore SLC25A46's role as a novel mitochondrial regulator and biomarker in breast cancer, focusing on its impact in triple-negative breast cancer and potential for targeted treatments.
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1 Lesons
56 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

Personalized Genomic Medicine Using Large-Scale Biobanks Linked with Medical Records

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Explore personalized genomic medicine using large-scale biobanks and medical records. Learn about leveraging genomic diversity for discovery and promoting precision health research in diverse populations.
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1 Lesons
53 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

Population Genetics in an Era of Genomic Health

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Explore population genetics' role in genomic health, focusing on electronic health records, personalized medicine, and genetic disease identification in specific populations.
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1 Lesons
49 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

Statistical and Computational Algorithms for Analyzing Biobank Data

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Explore statistical and computational algorithms for analyzing biobank data, focusing on robust estimation, longitudinal trajectories, and phenotyping disease progression in large-scale electronic health records.
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1 Lesons
45 minutes
On-Demand
Free-Video
Data Science Conference

Secure and Sustainable Software Engineering Framework for Healthcare Blockchain Applications

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Explore how AI and blockchain technologies converge to revolutionize healthcare systems through a comprehensive framework addressing security, sustainability, and efficient data management in medical applications.
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1 Lesons
34 minutes
On-Demand
Free-Video
Data Science Conference

HealthLy App: Digital Solutions for Healthcare Data Capture and Patient Engagement

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Discover how HealthLy app revolutionizes healthcare through digital therapeutics, comprehensive health data management, and real-world evidence collection to enhance patient outcomes and provider communication.
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1 Lesons
28 minutes
On-Demand
Free-Video
Discover AI

Performance Analysis of 12 AI Language Models for Clinical Decision Making in Healthcare

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Explore the comparative analysis of 12 AI language models in clinical settings, examining their effectiveness in processing health records and performance against specialized medical systems.
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1 Lesons
37 minutes
On-Demand
Free-Video
DEFCONConference

Gender Inclusive Health Information System

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Explore the development of inclusive healthcare information systems that accommodate diverse gender identities, focusing on data architecture and patient-centered design approaches.
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1 Lesons
26 minutes
On-Demand
Free-Video
Linux Foundation

Optimizing KVM Performance for Electronic Health Record Systems

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Optimizing KVM for Electronic Health Record systems: Reducing speculation overheads, accelerating IPI delivery, and enhancing ecosystem components for improved performance and reliability.
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1 Lesons
26 minutes
On-Demand
Free-Video
Alan Turing Institute

Using Routinely Collected Electronic Healthcare Record Data to Study Respiratory Disease

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Explore methods for analyzing electronic healthcare records to gain insights into respiratory diseases, leveraging big data for improved patient outcomes and research.
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1 Lesons
41 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Charting the COVID Long Haul Experience - A Longitudinal Exploration of Symptoms, Activity, and Challenges

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Explore a 3-month study on COVID Long Haul patients, revealing complex symptoms, challenges, and impacts on daily life. Gain insights into patient needs and potential design solutions.
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1 Lesons
16 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

Fun with Phecodes - From PheWAS to PheRS

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Explore Phecodes for electronic health record research, from PheWAS to PheRS. Learn applications, tools, and best practices for phenotype-genotype analysis and biobank data science.
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23 Lesons
29 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

How to Perform In Silico Clinical Trials Using EHR

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Learn to conduct in silico clinical trials using electronic health records, exploring innovative approaches to evaluate oncology trial eligibility criteria with real-world data and AI.
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1 Lesons
46 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

EHR Data Quality: Why You Should Worry and What You Can Do About It

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Explore EHR data quality concerns and strategies for improvement. Learn to assess, validate, and enhance electronic health record data for more reliable research and clinical applications.
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1 Lesons
40 minutes
On-Demand
Free-Video
AI Institute at UofSC - #AIISC

Enhancing Healthcare with AI-in-the-Loop

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Explore AI's role in healthcare through rich data learning, human-AI collaboration, and expert advice integration. Discover applications in electronic health records, clinical studies, and surveys.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

Towards Foundation Models for Electronic Health Records

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Explore foundation models for Electronic Health Records, examining their potential and limitations in healthcare decision support and data analysis.
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1 Lesons
28 minutes
On-Demand
Free-Video
media.ccc.de

Digitalisierung in der Medizin - Elektronische Patientenakte - ePA Quo Vadis

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Kritische Analyse der elektronischen Patientenakte in Deutschland: Herausforderungen, Konzepte und gesellschaftliche Auswirkungen der Digitalisierung im Gesundheitswesen.
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1 Lesons
59 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Sensitivity and Interpretability of AI Models in Regulated Industries

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Explore sensitivity analysis for AI model interpretability in regulated industries. Learn design and implementation approaches using case studies from healthcare and human activity data.
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1 Lesons
22 minutes
On-Demand
Free-Video
Johns Hopkins Medicine

Integration of Electronic Medical Records and Informatics in Stroke Recovery - SKSI 2022

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Explore electronic medical records integration in stroke recovery, focusing on learning health systems and collaborative design for improved patient outcomes.
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15 Lesons
15 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

Psychiatric Phenotyping from EHR - Yes, We Can!

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Discover how to leverage Electronic Health Records (EHR) for psychiatric phenotyping, exploring innovative computational methods and applications in mental health research.
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1 Lesons
30 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

From Population to Person - How to Help a Single, Actual Person with Data Science

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Discover how data science can be applied to help individual patients, bridging the gap between population-level insights and personalized healthcare interventions.
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1 Lesons
38 minutes
On-Demand
Free-Video
Webteam CSC

Deep Data Needs and Challenges in Precision Medicine

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Explore deep data challenges in precision medicine, focusing on innovative solutions for healthcare data management and analysis.
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1 Lesons
46 minutes
On-Demand
Free-Video
Inside Livermore Lab

Tensor Factorization for Biomedical Representation Learning

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Explore tensor factorization for biomedical representation learning, addressing challenges in healthcare data and improving predictive power for various downstream tasks.
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34 Lesons
1 hour 1 minute
On-Demand
Free-Video
ChemicalQDevice

Quantum Classical Machine Learning for Medical Applications

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Explore hybrid machine learning in healthcare, discussing quantum computing applications with EHR data and medical images. Gain insights into emerging technologies for healthcare professionals.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
ChemicalQDevice

Quantum Algorithm and Deep Learning Pairs for Medical Analysis

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Explore quantum algorithms and deep learning for medical analysis, focusing on hybrid classical-quantum applications. Learn selection processes and implementation strategies for advanced healthcare solutions.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Johns Hopkins Medicine

Supporting Clinical and Translational Researchers with Electronic Patient Data - Grand Rounds 10/11/22

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Explore electronic patient data utilization in clinical and translational research with Dr. Thomas Campion's insights on supporting researchers effectively.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Stanford Department of Medicine

AI Aspirations and Healthcare Futures - August 2, 2023

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Explore AI's transformative potential in healthcare with insights from Microsoft's Chief Scientific Officer on future innovations and challenges.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Empower an End-to-End Scalable and Interpretable Data Science Ecosystem Using Statistics, AI and Domain Science

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Explore scalable, interpretable data science using statistics, AI, and domain expertise. Gain insights from Harvard professor Xihong Lin on analyzing complex genomic and health data.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
LF Decentralized Trust

Enhancing Data Security and Privacy in Public Healthcare - Hyperledger Healthcare SIG

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Explore strategies for enhancing data security and privacy in public healthcare using blockchain technology. Gain insights from government project experiences and Hyperledger implementations.
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1 Lesons
1 hour 7 minutes
On-Demand
Free-Video
Manolis Kellis

Machine Learning for Computational Biology: Electronic Health Records - Lecture 19

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Dive into machine learning applications for Electronic Health Records (EHRs), exploring computational biology approaches and data analysis techniques for healthcare systems.
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1 Lesons
1 hour 29 minutes
On-Demand
Free-Video