Program
09:00 - 09:40 Keynote 1: Fenglong Ma, College of Information Sciences and Technology at Pennsylvania State University
"Learning Healthcare Foundation Models: From Pre-training to Fine-tuning"
09:40 - 10:00 Kunal Deo, Deval Mehta, and Kshitij Jadhav, "One Shot GANs for Long Tail Problem in Skin Lesion Dataset using novel content space assessment metric"
10:00 - 10:20 Roomani Srivastava, R Murali, Meena Jain, and Kshitij Jadhav, "Interpretable machine learning model for data driven classification of Oral Health Related Quality of Life in Patients with Type 2 Diabetes Mellitus"
10:20 - 10:40 Xuanhe Er, Mahmoud Khattab, Iman Liao, Amr Ahmed, Jia Wern Pan, and Haslina Makmur, "Conditional Diffusion-based Virtual Staining: A Promising Solution for Histopathological Image-to-Image Translation"
10:40 - 11:00 Serdar Nazlı, Yasemin Turkan, Faik Boray Tek, Devrim Toslak, Mehmet Bulut, Fatih Arpacı, and Mevlüt Celal Öcal, "Retinal Disease Diagnosis in OCT Scans Using a Foundational Model"
11:00 - 11:30 Break
11:30 - 11:50 Reza Basiri, Ali Abedi, Chau Nguyen, Milos R. Popovic, and Shehroz S. Khan, "UlcerGPT: A Multimodal Approach Leveraging Large Language and Vision Models for Diabetic Foot Ulcer Image Transcription"
11:50 - 12:10 Subhash Chandra Pal, Dimitrios Toumpanakis, Johan Wikström, Chirag Kamal Ahuja, Robin Strand, and Ashis Kumar Dhara, "Context-Aware Preprocessing Method for Reduction of Volume of Interest Towards Quantification of Pre- and Post-Treatment Intracranial Aneurysms in MRA"
12:10 - 12:30 Swagata Kundu, Dimitrios Toumpanakis, Johan Wikstrom, Robin Strand, and Ashis Kumar Dhara, "CAST: Channel Aware Swin Transformers for Post-Operative Glioblastoma Segmentation"
12:30 - 12:50 Zolbayar Shagdar, Seyed Ali Amirshahi, and Kiran Raja, "A Graph Neural Network for Facial Palsy and Paresis Evaluation"
12:50 - 13:30 Keynote 2: Utpal Garain, Computer Vision and Pattern Recognition Unit at Indian Statistical Institute
"User Centric Explanation of Machine Learning Decisions for AI-aided Medical Diagnosis"