Transitions in the age of biomedical AI
BIG DATA
small data
Your Data
FREIBURG | GERMANY
27.09. - 01.10.26
Mini Symposia
Organizers: Harald Binder, Nadine Binder, Sophia Nolde, Marc Schumacher, Iván Acevedo Monterrosa, Angelika Rohde, Anna Köttgen, Rolf Backofen
SmallData Symposium
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09:00 – 09:10 AM
Harald Binder
Opening Remarks
Session 1: Similarity
09:10 – 09:30 AM
Nadine Binder & Jan Hasenauer
Topic TBD
09:30 – 09:50 AM
Maria Kalweit & Evelyn Ullrich
Topic TBD
09:50 – 10:30 AM
Panel Discussion
10:30 – 11:00 AM
Break
Session 2: Transfer
11:00 – 11:25 AM
Frank Hutter & Pascal Schlosser
Advancing Tabular Foundation Models for longitudinal data integration
11:25 – 11:50 AM
Anna Köttgen & Johannes Hertel
Topic TBD
11:50 – 12:30 PM
Early career researcher flash presentations on collaborative work
12:30 – 13:30 PM
Lunch & poster session
Session 3: Uncertainty
13:30 – 13:50 PM
Heinz Wiendl & Susanne Weber
Topic TBD
13:50 – 14:10 PM
Martin Wolkewitz & Maria Elena Maccari
Causal models and target trial emulation in rare pediatric diseases: from limited data to optimal clinical management
14:10 – 14:50 PM
Panel Discussion
14:50 – 15:00 PM
Outlook on the small data landscape
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STRATOS Symposium
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09:00 – 09:10 AM
Opening Remarks
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Early Career Research Day
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