Biomedical Informatics Courses and Certifications

Broad Institute

Multimodal Protein Language Models for Deciphering Protein Function

Explore multimodal protein language models integrating sequences, structures, and textual descriptions to bridge structural and functional understanding of proteins for biomedical research.

• YouTube
• 1 hour 31 minutes
• On-Demand
• Free Video

Stanford Department of Medicine

Dr. AI Will See You Now - 9 October 2024

Explore the future of AI in healthcare with experts discussing its potential impact on medical practice and patient care.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Improving Large Language Models for Clinical Named Entity Recognition via Prompt Engineering

Enhance GPT models' performance in clinical named entity recognition through task-specific prompts. Explore strategies to improve extraction of medical entities from clinical notes and adverse event reports.

• YouTube
• 52 minutes
• On-Demand
• Free Video

Identifying Patient Populations

39 ratings at Coursera

Learn computational phenotyping to identify patient populations using clinical data types, data manipulations, and algorithm selection. Develop skills to create algorithms for diseases like diabetes and hypertension.

• Coursera
• 13 hours 25 minutes
• On-Demand
• Free Online Course (Audit)

Biomedical Informatics Strategies to Enhance Individualized Predictive Models

Explore strategies for enhancing individualized predictive models in biomedical informatics, focusing on cutting-edge approaches and their potential impact on personalized healthcare.

• YouTube
• 47 minutes
• On-Demand
• Free Video

Bar-Ilan University

Essentials of Genomics and Biomedical Informatics

5 ratings at edX

Explore genomics and biomedical informatics, covering sequence analysis, databases, next-gen sequencing, machine learning, AI, systems biology, and human genomic variations. Gain insights into the data revolution in medicine.

• edX
• 12 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

Fields Institute

Mathematical and Computational Medicine: From Data to Models and Back

Explore the intersection of mathematics, computation, and medicine in this 16-minute conference talk by Andrew Dhawan from Cleveland Clinic. Delve into the dynamic relationship between data and models in the field of mathematical and computational medici…

• YouTube
• 16 minutes
• On-Demand
• Free Video

Devoxx

Deep Learning in Biomedicine - Challenges and Opportunities

Exploring deep learning's potential in biomedicine, from molecular to tissue-scale data analysis, for precision medicine. Discusses challenges, opportunities, and applications in oncology using multi-modal biomedical data.

• YouTube
• 25 minutes
• On-Demand
• Conference Talk

Webteam CSC

Deep Data Needs and Challenges in Precision Medicine

Explore deep data challenges in precision medicine, focusing on innovative solutions for healthcare data management and analysis.

• YouTube
• 46 minutes
• On-Demand
• Free Video

Johns Hopkins Medicine

Large Language Models in Biomedical Applications - Challenges and Evaluation

Explore large language models in biomedicine, focusing on clinical applications, evaluation metrics, and ethical considerations. Gain insights from Dr. Bedrick's research on AI in healthcare.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

Johns Hopkins Medicine

Clinical Informatics, AI, and Multi-modal Analyses in Healthcare - Grand Rounds 2/9/23

Explore AI, predictive biomarkers, and data integration in clinical informatics with Dr. Joel Saltz, discussing cutting-edge tools for investigators in biomedical research.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Johns Hopkins Medicine

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

Explore electronic patient data utilization in clinical and translational research with Dr. Thomas Campion's insights on supporting researchers effectively.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

Computational Genomics Summer Institute CGSI

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

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.

• YouTube
• 40 minutes
• On-Demand
• Free Video