Medical Technology Courses

The Limited Impact of Medical Adaptation of Large Language and Vision-Language Models

Discover why medical adaptations of large language and vision-language models often fail to outperform their base models in healthcare applications and question answering tasks.

• YouTube
• 1 hour
• Self-Paced
• Free Video

A Framework to Assess Clinical Safety and Hallucination Rates of LLMs for Medical Text Summarization

Discover a framework for evaluating clinical safety and hallucination rates in medical AI systems, focusing on ambient voice technology oversight and automated monitoring solutions.

• YouTube
• 54 minutes
• Self-Paced
• Free Video

MedAgentGym - Training LLM Agents for Code-Based Medical Reasoning at Scale

Discover MedAgentGym, a training environment for LLM agents in medical coding with 72,413 tasks across 129 biomedical categories, featuring interactive feedback and scalable training.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

LoRKD - Low-Rank Knowledge Decomposition for Medical Foundation Models

Discover how to decompose medical foundation models into specialized lightweight experts using Low-Rank Knowledge Decomposition for enhanced task performance.

• YouTube
• 49 minutes
• Self-Paced
• Free Video

Diffusion Models in Medical Imaging

Explore diffusion models in medical imaging through MedDelina for segmentation and ViCTr for synthesis, addressing data limitations and enhancing anatomical consistency.

• YouTube
• 59 minutes
• Self-Paced
• Free Video

Adaptive Federated Knowledge Injection into Medical Foundation Models

Explore federated learning techniques for injecting medical knowledge into foundation models while preserving privacy through the novel FedKIM approach and M3OE module.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

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
• Self-Paced
• Free Video

AstroTech: The Science and Technology behind Astronomical Discovery

11 ratings

Explore the interplay of technology and physics in modern astronomical discoveries, from black holes to dark energy, and learn how cutting-edge tools unlock cosmic secrets.

• Coursera
• 6-7 hours
• Self-Paced
• Paid Course

Innovation Systems for Science, Technology, Energy, Manufacturing, and Health (Spring 2017)

4 ratings

This course focuses on science and technology innovation system, including case studies on energy, computing, advanced manufacturing, and health sectors, with an emphasis on public policy and the federal government's role in that system.

• MIT OpenCourseWare
• 31 hours
• Self-Paced
• Free Video

AWS Cloud Technology and Services Concepts

Master AWS cloud technology with hands-on learning and practical applications in the AWS ecosystem.

• DataCamp
• 3 hours
• Self-Paced
• Free Trial Available

Health Information Technology Fundamentals

448 ratings at Coursera

Explore electronic health records' role in healthcare, from patient scheduling to discharge. Learn about EHR features, clinical decision support, databases, and effective training strategies for healthcare IT.

• Coursera
• 6 hours 1 minute
• Self-Paced
• Paid Course

Music and Technology - Fall 2009

2 ratings

This course is an investigation into the history and aesthetics of music and technology as deployed in experimental and popular musics from the 19th century to the present.

• YouTube
• 3 hours 30 minutes
• Self-Paced
• Free Video

People, Technology and the Future of Mobility

668 ratings at Coursera

Explore technological innovations in mobility, focusing on electrification and automation. Analyze social impacts and envision a safer, cleaner, more equitable future of transportation.

• Coursera
• 19 hours
• Self-Paced
• Paid Course

Innovations in Investment Technology: Artificial Intelligence

423 ratings at Coursera

Explore AI-driven wealth management, robo-advisors, and machine learning in investment decisions. Assess the evolution and impact of technology on modern investing strategies.

• Coursera
• 10 hours 25 minutes
• Self-Paced
• Paid Course

Justice and Equity in Technology Policy

20 ratings at Coursera

Explore how technology and policy intersect with social equity, examining biases in AI, climate change impacts, and community concerns. Learn to build and govern technology more equitably.

• Coursera
• 1 day 14 hours 19 minutes
• Self-Paced
• Paid Course