Medical Devices Courses

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
• On-Demand
• Free Video

Curation and Analysis of Annotated Medical Images Across Institutions - Xiaoyuan Guo

Explore techniques for curating and analyzing annotated medical images across institutions, focusing on data sharing challenges, anomaly detection, and OOD-aware image retrieval for improved dataset quality and future analysis.

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

GANs in Medical Image Synthesis, Translation, and Augmentation - Jason Jeong

Explore GANs in medical imaging for synthetic data generation, addressing scarcity and imbalance issues. Learn about applications in CT, MRI, and disease detection, with insights on challenges and future directions.

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

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Pervasive Computing With Everyday Devices to Build and Sustain Resilience and Wellbeing

Explore pervasive computing's role in enhancing resilience and wellbeing using everyday devices, as discussed by Dr. Pablo Paredes from Stanford University's Psychiatry and Behavioral Sciences department.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

Mentorship for Medical Students with Disabilities - Specialty Selection and Residency Transition

Guidance on specialty selection and residency transition for medical students with disabilities, covering disclosure, applications, interviews, and post-match considerations.

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

New Frontier: Research on Disability in Medicine and Medical Education

Explore groundbreaking research on disability inclusion in medicine and medical education, focusing on innovative approaches and best practices for creating inclusive environments.

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

Disease Prediction Using Medical Imaging and Deep Learning - Summer 2022

Explore innovative techniques for predicting diseases using medical imaging and deep learning, focusing on opportunistic approaches with existing data for improved patient outcomes.

• YouTube
• 1 hour 8 minutes
• On-Demand
• 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
• On-Demand
• Free Video

Management of Chronic Rhinosinusitis - Evidence-Based Updates on Medical and Surgical Approaches

Explore evidence-based updates on medical and surgical approaches to chronic rhinosinusitis, a common condition affecting millions annually in the US.

• YouTube
• 1 hour 2 minutes
• On-Demand
• 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
• On-Demand
• Free Video