Biomedical Informatics Courses and Certifications

Johns Hopkins Medicine

Biomedical Informatics and Data Science - Clinical Applications in Neonatal and Critical Care

Explore clinical applications of biomedical informatics in neonatal care, EHR data analysis, and predictive tools for improved patient outcomes and decision-making.

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

Campus - the Israeli National Project for Digital Learning

Essentials of Genomics and Biomedical Informatics

9 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)

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

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

Center for Language & Speech Processing(CLSP), JHU

Natural Language Processing for Health

Discover how natural language processing techniques transform healthcare data analysis and clinical text mining for improved patient outcomes and medical research.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Stanford Department of Medicine

AI in Medicine - Integrated Intelligence or Illusory Imitation?

Explore AI's role in medicine through Stanford's Grand Rounds, examining whether artificial intelligence offers genuine integration or mere imitation in healthcare applications.

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

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

医学数据科学概论

结合健康医疗应用案例，系统讲授数理统计与人工智能相关原理、技术与方法，培养学生从事医理工交叉研究的基本能力，并学会鉴别交叉领域研究成果的应用价值。

• XuetangX
• On-Demand
• Free Online Course

Identifying Patient Populations

40 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
• Paid Course

Me-LLaMA - Medical Foundation Large Language Models for Comprehensive Text Analysis and Beyond

Discover how Me-LLaMA, a suite of medical language models trained on vast biomedical datasets, outperforms existing LLMs in medical text analysis tasks, advancing healthcare AI applications through improved accuracy and accessibility.

• YouTube
• 1 hour 4 minutes
• 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

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

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

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