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DTSTAMP:20250822T115805Z
LOCATION:Room 6.0D13
DTSTART;TZID=Europe/Stockholm:20250617T130000
DTEND;TZID=Europe/Stockholm:20250617T133000
UID:submissions.pasc-conference.org_PASC25_sess143_msa282@linklings.com
SUMMARY:Discussion Panel: Building the Bridge to Translational Medicine
DESCRIPTION:John Garcia-Henao and Sebastiano Caprara (Balgrist University 
 Hospital, OR-X Translational Center for Surgery)\n\nAdvanced AI systems li
 ke LLMs and LMMs are transforming medical applications, but face adoption 
 barriers in clinical settings. This panel will discuss the challenges and 
 solutions to develop reliable, multitask clinical AI agents and integratin
 g them into hospital infrastructure.\n\nDiscussion Points:\n+ Current chal
 lenges: task-specific limitations, knowledge integration gaps, single-moda
 lity constraints, and reasoning deficiencies\n+ Capabilities of foundation
  models for multitask medical applications (classification, segmentation, 
 reporting)\n+ Challenges to clinical implementation:    \n   1. Knowledge 
 integration: Embedding biomedical expertise into AI systems.\n   2. Multim
 odal integration: Combining imaging, text, and diverse data streams.\n   3
 . Evidence grounding: Ensuring outputs are verifiable and trustworthy.\n  
  4. Technical feasibility: Optimizing models to run efficiently on standar
 d hospital infrastructure.\n   5. Workflow integration: Bridging research 
 innovations to practical clinical use.\n\nDomain: Applied Social Sciences 
 and Humanities, Engineering, Life Sciences, Computational Methods and Appl
 ied Mathematics\n\nSession Chair: John Anderson Garcia Henao (Balgrist Uni
 versity Hospital, OR-X Translational Center for Surgery)\n\n
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