Title: Best Practices for Transparent and Reproducible AI Research Speaker Bio Ali Tejani, MD, CIIP, is a neuroradiology fellow at the University of California, San Francisco (UCSF). He completed his radiology residency at the University of Texas Southwestern Medical Center, where he served as senior chief resident of the diagnostic radiology program. He also completed…

Title: AI in Health: Why models that succeed on paper often fail in practice Speaker Bio Dr. Annika Reinke earned her PhD degree in 2023, focusing on eliminating flaws in biomedical image analysis validation. She continues her work as a postdoctoral researcher and deputy head of department by addressing underrepresented societally relevant topics, particularly scientific…

Title: Automated Medical Image Segmentation and Its Implications: Toward Trustworthy Clinical Tools Speaker Bio: Toufiq Musah is a Biomedical Research & Engineer with interests in artificial intelligence applications in healthcare. His recent work spans brain tumor segmentation, uncertainty estimation in medical imaging, and automated pathological complete response assessment in breast tumor treatment. He is particularly…