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VERSION:2.0
PRODID:-//Memento EPFL//
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SUMMARY:AI for Longitudinal Medical Data: From Trajectories to Insights
DTSTART:20251120T140000
DTEND:20251120T180000
DTSTAMP:20260404T062825Z
UID:b90935abe3074b5bf6d717b4842e25584b3596024db8eafce132b9b4
CATEGORIES:Conferences - Seminars
DESCRIPTION:See program\nLed by the EPFL AI Center\, SDSC\, HES-SO Wall
 is and in collaboration with CHUV\, HUG\, USZ and PHRT\, this mini-s
 ymposium aims to foster cross-disciplinary exchanges within the local Swis
 s ecosystem and to highlight emerging opportunities for AI to inform perso
 nalized\, time-resolved medicine. \n\nUnderstanding health as a dynamic p
 rocess requires models that capture how biological\, clinical\, and behavi
 oral variables evolve over time. This mini-symposium brings together resea
 rchers at the intersection of artificial intelligence\, biomedical data sc
 ience\, medical imaging\, and clinical research to discuss recent advances
  in modeling longitudinal medical data\, with a strong focus on longitudin
 al imaging such as PET\, CT\, and MRI. \n\nThe workshop will take place e
 xclusively on-site on November 20\, 2025\, at the EPFL AI Center.\n\nTopic
 s covered\n\n	Temporal representation learning\,\n	Predictive modeling of 
 disease trajectories\,\n	Segmentation and lesion tracking\,\n	Cross-modali
 ty harmonization\,\n	Translation of AI-derived insights into clinical prac
 tice. \n\nRegistration\nThis mini-symposium aims to foster cross-discipli
 nary exchanges within the local Swiss ecosystem and to highlight emerging 
 opportunities for AI to inform personalized\, time-resolved medicine.\n\nP
 rogram \n\n\n	13:30 – 14:00 – Check-in\n	14:00 – 14:10 – Welcom
 e - Dr. Dorina Thanou\, EPFL & Prof. Adrien Depeursinge\, HES-SO\, CHUV\
 n	14:10 – 14:30 – “AI in Longitudinal Molecular Imaging: Bridging C
 linical Needs and Quantitative Insights” – Mario Jreige\, CHUV\n	14:3
 0 – 14:50 – “Learning tumor evolution dynamics and early markers of
  immunotherapy response from PET/CT imaging” – Jeremy Baffou\, EPFL\n
 	14:50 – 15:10 – “Segmentation and Tracking for Melanoma Lesions fr
 om PET/CT imaging with Promptable Foundation Models” – Xiaoran Chen\
 , SDSC\n	15:10 – 15:40 – Coffee break\n	15:40 – 16:00 – “Intr
 oduction of the World’s Largest Temporal PET/CT Oligometastatic Disease 
 Dataset and Required Tools”- Maksym Fritsak\, USZ\n	16:00 – 16:20 
 – “The SwissHeart Study – From Spins to Pictures to Digital Organs
 ” – Sebastian Kozerke\, ETH Zurich\n	16:20 – 16:40 – ”Learning
  Disease Trajectories: AI for Personalized Management of Brain Metastases
 ” – Vincent Andrearczyk\, HES-SO Valais-Wallis\n	16:40 – 17:00 –
  “Towards Longitudinal Characterization of Multiple Sclerosis” – Pe
 dro Gordaliza\, CIBM SP CHUV-UNIL\n	17:00 – 19:00 – Networking apéro
 \n\n\n\nDue to limited capacity\, registration is mandatory (Here)\n\nThi
 s mini-symposium is organized in the context of the LETITIA project (suppo
 rted by PHRT and SDSC). 
LOCATION:ELE 117 https://plan.epfl.ch/?room==ELE%20117
STATUS:CONFIRMED
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