Medical Devices Courses

Adversarial Debiasing With Partial Learning - Medical Image Studies

Explore adversarial debiasing techniques to reduce racial disparities in medical AI models for chest X-rays and mammograms while maintaining overall performance and trustworthiness.

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

MedAI - Training Medical Image Segmentation Models with Less Labeled Data - Sarah Hooper

Innovative semi-supervised method for training medical image segmentation models using minimal labeled data, achieving comparable accuracy to fully supervised approaches while significantly reducing labeling requirements.

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

Observational Supervision for Medical Image Classification

Exploring gaze data as a novel supervision source for training deep learning models in medical image classification, focusing on chest X-rays and brain MRI scans for improved efficiency and accuracy.

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

Multimodal Medical Research of Vision and Language - Jean-Benoit Delbrouck

Explore multimodal medical research combining vision and language, focusing on innovative tasks like Medical Visual Question Answering and Radiology Report Generation using advanced AI architectures and pre-training techniques.

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

Frontiers of Medical AI - Therapeutics and Workflows

Explore cutting-edge AI applications in medicine, focusing on therapeutics and workflow optimization. Learn about AI-driven cancer treatment decisions, protein engineering, and specialized medical search engines.

• YouTube
• 46 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

The Art of Diagnosis - Getting to the Root of Complex Medical Problems

Explore real-life diagnostic techniques, comparing them to TV portrayals. Learn about traditional processes, new methods, and interesting cases from Stanford's Consultative Medicine Clinic.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

Medical Aid-in-Dying - California's End of Life Option Act and Other Considerations

Explore California's medical aid-in-dying law, its implementation, challenges, and alternatives. Learn about end-of-life care options, including hospice and palliative sedation, to address patient suffering.

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

Integrating Interactive Devices with the User's Body

Exploring the future of human-computer interaction through devices that integrate with the user's body, offering enhanced abilities and miniaturized interfaces for VR/AR and mobile interactions.

• YouTube
• 59 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

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

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

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