Thu 12:00 a.m. - 12:10 a.m.
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Introduction and Opening Remarks
(
Opening
)
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馃敆
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Thu 12:10 a.m. - 12:50 a.m.
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Trustworthy Machine Learning in Medical Imaging
(
keynote
)
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SlidesLive Video
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馃敆
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Thu 12:51 a.m. - 1:05 a.m.
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Explaining Multiclass Classifiers with Categorical Values: A Case Study in Radiography
(
Long Oral
)
>
link
SlidesLive Video
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Luca Franceschi 路 Cemre Zor 路 Muhammad Bilal Zafar 路 Gianluca Detommaso 路 Cedric Archambeau 路 Tamas Madl 路 Michele Donini 路 Matthias Seeger
馃敆
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Thu 1:06 a.m. - 1:20 a.m.
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CGXplain: Rule-Based Deep Neural Network Explanations Using Dual Linear Programs
(
Long Oral
)
>
link
SlidesLive Video
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Konstantin Hemker 路 Zohreh Shams 路 Mateja Jamnik
馃敆
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Thu 1:21 a.m. - 1:35 a.m.
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Considerations for Distribution Shift Robustness in Health
(
Long Oral
)
>
link
SlidesLive Video
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Arno Blaas 路 Andrew Miller 路 Luca Zappella 路 Joern-Henrik Jacobsen 路 Christina Heinze-Deml
馃敆
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Thu 1:36 a.m. - 1:50 a.m.
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Do Tissue Source Sites leave identifiable Signatures in Whole Slide Images beyond staining?
(
Long Oral
)
>
link
SlidesLive Video
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Muhammad Dawood 路 Piotr Keller 路 Fayyaz ul Amir Minhas
馃敆
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Thu 2:00 a.m. - 2:30 a.m.
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Generating Class-wise Visual Explanations for Deep Neural Networks
(
Invited Talk
)
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SlidesLive Video
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馃敆
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Thu 2:31 a.m. - 3:00 a.m.
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Safely Utilizing AI Model in Open Clinical Environment
(
Invited Talk
)
>
SlidesLive Video
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馃敆
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Thu 3:01 a.m. - 3:06 a.m.
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Post-hoc Saliency Methods Fail to Capture Latent Feature Importance in Time Series Data
(
Short Oral
)
>
link
SlidesLive Video
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Maresa Schr枚der 路 Alireza Zamanian 路 Narges Ahmidi
馃敆
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Thu 3:07 a.m. - 3:12 a.m.
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Why Deep Surgical Models Fail?: Revisiting Surgical Action Triplet Recognition through the Lens of Robustness
(
Short Oral
)
>
link
SlidesLive Video
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Yanqi Cheng 路 Lihao Liu 路 Shujun Wang 路 Yueming Jin 路 Carola-Bibiane Sch枚nlieb 路 Angelica Aviles-Rivero
馃敆
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Thu 3:13 a.m. - 3:18 a.m.
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Conformal Prediction Masks: Visualizing Uncertainty in Medical Imaging
(
Short Oral
)
>
link
SlidesLive Video
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Gilad Kutiel 路 Regev Cohen 路 Michael Elad 路 Daniel Freedman 路 Ehud Rivlin
馃敆
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Thu 3:19 a.m. - 3:24 a.m.
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XMI-ICU: Explainable Machine Learning Model for Pseudo-Dynamic Prediction of Mortality and Heart Attack in the ICU
(
Short Oral
)
>
link
SlidesLive Video
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Munib Mesinovic 路 Peter Watkinson 路 Tingting Zhu
馃敆
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Thu 3:25 a.m. - 3:30 a.m.
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Enhancing Healthcare Model Trustworthiness through Theoretically Guaranteed One-Hidden-Layer CNN Purification
(
Short Oral
)
>
link
SlidesLive Video
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Hanxiao Lu 路 ZEYU HUANG 路 Ren Wang
馃敆
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Thu 4:30 a.m. - 5:00 a.m.
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Trustworthy Medical AI in the Loop of Algorithm and Clinic
(
Invited Talk
)
>
SlidesLive Video
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馃敆
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Thu 5:01 a.m. - 5:30 a.m.
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Unlocking the Potential of Differential Privacy in Medical Imaging: Enabling Data Analysis while Protecting Patient Privacy
(
Invited Talk
)
>
SlidesLive Video
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馃敆
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Thu 5:31 a.m. - 5:45 a.m.
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Self-Supervised Predictive Coding with Multimodal Fusion for Patient Deterioration Prediction in Fine-grained Time Resolution
(
Long Oral
)
>
link
SlidesLive Video
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Kwanhyung Lee 路 John Won 路 Heejung Hyun 路 Sangchul Hahn 路 Edward Choi 路 Joohyung Lee
馃敆
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Thu 5:46 a.m. - 6:00 a.m.
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Safe Exploration in Dose Finding Clinical Trials with Heterogeneous Participants
(
Long Oral
)
>
link
SlidesLive Video
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Isabel Chien 路 Javier Hernandez 路 Richard E Turner
馃敆
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Thu 6:01 a.m. - 6:15 a.m.
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ExBEHRT: Extended Transformer for Electronic Health Records
(
Long Oral
)
>
link
SlidesLive Video
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Maurice Rupp 路 Oriane Peter 路 Thirupathi Pattipaka
馃敆
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Thu 6:16 a.m. - 6:30 a.m.
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Privacy-preserving machine learning for healthcare: open challenges and future perspectives
(
Long Oral
)
>
link
SlidesLive Video
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Alejandro Guerra-Manzanares 路 Leopoldo Julian Lechuga Lopez 路 Michail Maniatakos 路 Farah Shamout
馃敆
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Thu 6:45 a.m. - 7:15 a.m.
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Overcoming Data Heterogeneity Challenges in Federated Learning
(
Invited Talk
)
>
SlidesLive Video
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馃敆
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Thu 7:16 a.m. - 7:21 a.m.
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A Kernel Density Estimation based Quality Metric for Quality Assessment of Obstetric Ultrasound Video
(
Short Oral
)
>
link
SlidesLive Video
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Jong Kwon 路 Jianbo Jiao 路 Alice Self 路 J. Alison Noble 路 Aris Papageorghiou
馃敆
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Thu 7:22 a.m. - 7:27 a.m.
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Learn2Agree: Fitting with Multiple Annotators without Objective Ground Truth
(
Short Oral
)
>
link
SlidesLive Video
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Chongyang Wang 路 Yuan Gao 路 Chenyou Fan 路 Junjie Hu 路 Tin Lun Lam 路 Nic Lane 路 Nadia Berthouze
馃敆
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Thu 7:28 a.m. - 7:33 a.m.
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GEOMETRY-BASED END-TO-END SEGMENTATION OF CORONARY ARTERY IN COMPUTED TOMOGRAPHY ANGIOGRAPH
(
Short Oral
)
>
link
SlidesLive Video
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Xiaoyu Yang 路 Lijian Xu 路 Simon Yu 路 Qing Xia 路 Hongsheng Li 路 Shaoting Zhang
馃敆
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Thu 7:34 a.m. - 7:39 a.m.
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Cross-domain Microscopy Cell Counting by Disentangled Transfer Learning
(
Short Oral
)
>
link
SlidesLive Video
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Zuhui Wang
馃敆
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Thu 7:40 a.m. - 7:45 a.m.
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Stasis: Reinforcement Learning Simulators for Human-Centric Real-World Environments
(
Short Oral
)
>
link
SlidesLive Video
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Georgios Efstathiadis 路 Patrick Emedom-Nnamdi 路 Arinbj枚rn Kolbeinsson 路 Jukka-Pekka Onnela 路 Junwei Lu
馃敆
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Thu 7:45 a.m. - 8:00 a.m.
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Closing Session & Award Annoucement
(
Closing
)
>
SlidesLive Video
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馃敆
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