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Workshop
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Efficient Fine-Tuning of CNN-based Foundation Models for Segmentation in 3D Medical Images
Mees Hudepohl · Suraj Pai · Heysem Kaya · Hugo Aerts
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Poster
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Fri 11:00
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Learning Frequency-Adapted Vision Foundation Model for Domain Generalized Semantic Segmentation
Qi Bi · Jingjun Yi · Hao Zheng · Haolan Zhan · Yawen Huang · Wei Ji · Yuexiang Li · Yefeng Zheng
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Workshop
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Sat 10:30
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Demographic Bias of Expert-Level Vision-Language Foundation Models in Medical Imaging
Yuzhe Yang · Yujia Liu · Xin Liu · Avanti Gulhane · Domenico Mastrodicasa · Wei Wu · Edward Wang · Dushyant Sahani · Shwetak Patel
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Workshop
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Sat 12:00
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Towards Probabilistically-Sound Beam Search with Masked Language Models
Anna Sappington · Robert Calef · Creston Brooks · Charlie Cowen-Breen
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Workshop
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Do Large Language Models have Shared Weaknesses in Medical Question Answering?
Andrew M. Bean · Karolina Korgul · Felix Krones · Robert McCraith · Adam Mahdi
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Affinity Event
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Modeling neural dynamics using periodic structured state space model
Pranjal Garg · Vatsala Nema
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Affinity Event
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Robust Split-Federated Learning model Using Co-learning mechanism for Medical Image Segmentation
Zahra Hafezi · Hadi Hadizadeh · Parvaneh Saeedi
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Workshop
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Development and bilingual evaluation of Japanese medical large language model within reasonably low computational resources
Issey Sukeda
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Workshop
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Critical Evaluation of Time Series Foundation Models in Demand Forecasting
Santosh Puvvada · Satyajit Chaudhuri
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Poster
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Wed 11:00
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DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models
Bowen Wang · Jiuyang Chang · Yiming Qian · Guoxin Chen · Junhao Chen · Zhouqiang Jiang · Jiahao Zhang · Yuta Nakashima · Hajime Nagahara
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Poster
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Thu 11:00
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Synthesize, Partition, then Adapt: Eliciting Diverse Samples from Foundation Models
Yeming Wen · Swarat Chaudhuri
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Workshop
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DiversityMedQA: A Benchmark for Assessing Demographic Biases in Medical Diagnosis using Large Language Models
Rajat Rawat · Hudson McBride · Rajarshi Ghosh · Dhiyaan Nirmal · Jong Moon · Dhruv Alamari · Kevin Zhu · Sean O'Brien
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