Medical Devices Courses

Large Scale Multi-Microscope Datasets and Their Challenges in Medical AI

Explore groundbreaking research on multi-microscope datasets for malaria and leukemia detection, featuring innovative domain adaptation techniques and object detection methods to enhance early disease diagnosis.

• YouTube
• 56 minutes
• 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

Puzzling Symptoms: Is it Cancer? - Diagnosing Unusual Medical Conditions

探討診斷複雜病症的方法，特別是在擔心罹患癌症時。由斯坦福諮詢醫學科專家分享如何處理疑難症狀，為患者提供第二診斷意見的見解。

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

Solving Medical Mysteries at the Stanford Center for Undiagnosed Diseases

Explore Stanford's innovative approach to solving complex medical cases using advanced diagnostics, expert clinicians, and cutting-edge research in the Undiagnosed Diseases Network.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Advancements in Weight Loss: Medical Options and New Drugs

Explore cutting-edge weight loss options, including new drugs, with Dr. Sun Kim. Learn about medical approaches, social media's impact, and the realities of modern weight management strategies.

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

From Data to Diagnosis - Advancing Medical Imaging with Curated Datasets and AI Algorithms - MedAI #136

Explore how Debesh Jha addresses medical imaging challenges through curated datasets and innovative AI algorithms for improved diagnostic accuracy in radiology and GI endoscopy.

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

Towards Robust Medical Image Analysis

Explore robust medical image analysis techniques for handling data from different centers, including domain generalization, diffusion models for synthesis, and semi-supervised learning with large models.

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

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

Lending to Medical Professionals

3 ratings at Corporate Finance Institute

Examine the unique risks and opportunities for a financial institution when lending to medical professionals

• Corporate Finance Institute
• 2 hours 7 minutes
• Self-Paced
• Paid Course

Data Augmented Technology Assisted Medical Decision Making

Learn to leverage AI for enhanced medical diagnostics, interpret ML models, critically evaluate AI studies, and navigate ethical considerations in AI-assisted healthcare decision-making.

• Coursera
• 11 hours 41 minutes
• Self-Paced
• Paid Course