Fri 6:30 a.m. - 6:35 a.m.
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Opening Remarks
(
Opening Remarks
)
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SlidesLive Video
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馃敆
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Fri 6:35 a.m. - 7:20 a.m.
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Invited Talk - Mihaela van Der Schaar
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Invited Talk
)
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SlidesLive Video
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馃敆
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Fri 7:20 a.m. - 8:00 a.m.
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Invited Talk - Rajesh Ranganath
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Invited Talk
)
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SlidesLive Video
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馃敆
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Fri 8:00 a.m. - 8:15 a.m.
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Break
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馃敆
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Fri 8:15 a.m. - 8:30 a.m.
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Best Paper Award: Protein Inpainting Co-Design with ProtFill
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Spotlight
)
>
link
SlidesLive Video
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Elizaveta Kozlova 路 Arthur Valentin 路 Daniel Nakhaee-Zadeh Gutierrez
馃敆
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Fri 8:30 a.m. - 8:45 a.m.
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Spotlight: Hierarchical Protein Representation for Interface Co-design with HICON
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Spotlight
)
>
link
SlidesLive Video
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Aous Khadhraoui 路 Daniel Nakhaee-Zadeh Gutierrez 路 Elizaveta Kozlova
馃敆
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Fri 8:45 a.m. - 9:25 a.m.
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Invited Talk - Theofanis Karaletsos
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Invited Talk
)
>
SlidesLive Video
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馃敆
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Fri 9:30 a.m. - 10:30 a.m.
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Poster Session 1: Paper ID <= 33
(
Poster Session 1
)
>
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馃敆
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Fri 10:30 a.m. - 11:40 a.m.
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Lunch
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Lunch
)
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馃敆
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Fri 11:40 a.m. - 12:20 p.m.
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Invited Talk - Finale Doshi-Velez
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Invited Talk
)
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SlidesLive Video
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馃敆
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Fri 12:20 p.m. - 1:10 p.m.
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Panel Discussion
(
Panel Discussion
)
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SlidesLive Video
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馃敆
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Fri 1:10 p.m. - 1:25 p.m.
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Break
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馃敆
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Fri 1:25 p.m. - 1:40 p.m.
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Spotlight: Generative Time Series Models with Interpretable Latent Processes for Complex Disease Trajectories
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Spotlight
)
>
link
SlidesLive Video
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C茅cile Trottet 路 Manuel Sch眉rch 路 Maolaaisha Aminanmu 路 Ahmed Allam 路 Michael Krauthammer
馃敆
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Fri 1:40 p.m. - 1:55 p.m.
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Spotlight: Synthetic Sleep EEG Signal Generation using Latent Diffusion Models
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Spotlight
)
>
link
SlidesLive Video
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Bruno Aristimunha 路 Raphael Yokoingawa de Camargo 路 Sylvain Chevallier 路 Oeslle Lucena 路 Adam Thomas 路 M. Jorge Cardoso 路 Walter Lopez Pinaya 路 Jessica Dafflon
馃敆
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Fri 2:10 p.m. - 2:25 p.m.
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Spotlight: Counterfactual Generative Models for Time-Varying Treatments
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Spotlight
)
>
link
SlidesLive Video
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Shenghao Wu 路 Wenbin Zhou 路 Minshuo Chen 路 Shixiang Zhu
馃敆
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Fri 2:10 p.m. - 2:25 p.m.
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Spotlight: Prot2Text: Multimodal Protein鈥檚 Function Generation with GNNs and Transformers
(
Spotlight
)
>
link
SlidesLive Video
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Hadi Abdine 路 Michail Chatzianastasis 路 Costas Bouyioukos 路 Michalis Vazirgiannis
馃敆
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Fri 2:25 p.m. - 2:30 p.m.
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Closing remarks
(
Closing remarks
)
>
SlidesLive Video
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馃敆
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Fri 2:30 p.m. - 3:30 p.m.
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Poster Session 2: Paper ID > 33
(
Poster Session 2
)
>
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馃敆
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-
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Lesion in-and-out painting for medical image augmentation
(
Poster
)
>
link
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Yisak Kim 路 Kyungmin Jeon 路 Soyeon Kim 路 Chang Min Park
馃敆
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-
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Adversarial Fine-tuning using Generated Respiratory Sound to Address Class Imbalance
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Poster
)
>
link
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June-Woo Kim 路 Chihyeon Yoon 路 Miika Toikkanen 路 Sangmin Bae 路 Ho-Young Jung
馃敆
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-
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Clinical Time Series Imputation using Conditional Information Bottleneck
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Poster
)
>
link
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MinGyu Choi 路 Changhee Lee
馃敆
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-
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fcVI: Flow Cytometry Variational Inference
(
Poster
)
>
link
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Kemal Inecik 路 Adil Meric 路 Fabian Theis
馃敆
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-
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A GAN Model with Controllable Lesion Generation for Synthetic Capsule Endoscopy Datasets
(
Poster
)
>
link
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Hyundong Choi 路 Heechul Jung
馃敆
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-
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Semantic Map Guided Synthesis of Wireless Capsule Endoscopy Images using Diffusion Models
(
Poster
)
>
link
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Haejin Lee 路 Jeongwoo Ju 路 Jonghyuck Lee 路 Yeoun Joo Lee 路 Heechul Jung
馃敆
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-
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Federated learning for causal inference using deep generative disentangled models
(
Poster
)
>
link
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Alejandro Almod贸var 路 Juan Parras 路 Santiago Zazo
馃敆
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-
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CHIRon: A Generative Foundation Model for Structured Sequential Medical Data
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Poster
)
>
link
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Brian Hill 路 Melika Emami 路 Vijay Nori 路 Aldo Cordova-Palomera 路 Robert Tillman 路 Eran Halperin
馃敆
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-
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Mapping and Diagnosing Augmented Whole Slide Image Datasets with Training Dynamics
(
Poster
)
>
link
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Wenqi Shi 路 Benoit Marteau 路 May Dongmei Wang
馃敆
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-
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Automated clinical coding using off-the-shelf large language models
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Poster
)
>
link
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Joseph Boyle 路 Antanas Kascenas 路 Pat Lok 路 Maria Liakata 路 Alison O'Neil
馃敆
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-
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mmNormVAE: Normative Modeling on Multimodal Neuroimaging Data using Variational Autoencoders
(
Poster
)
>
link
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Sayantan Kumar 路 Philip Payne 路 Aristeidis Sotiras
馃敆
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-
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DySurv: Dynamic Deep Learning Model for Survival Prediction in the ICU
(
Poster
)
>
link
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Munib Mesinovic 路 Peter Watkinson 路 Tingting Zhu
馃敆
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-
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Semi-Supervised Diffusion Model for Brain Age Prediction
(
Poster
)
>
link
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Ayodeji Ijishakin 路 Sophie Martin 路 Florence Townend 路 James Cole
馃敆
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-
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Closing Gaps: An Imputation Analysis of ICU Vital Signs
(
Poster
)
>
link
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Robin van de Water 路 Bert Arnrich
馃敆
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-
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Uncovering the latent dynamics of whole-brain fMRI tasks with a sequential variational autoencoder
(
Poster
)
>
link
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Eloy Geenjaar 路 Donghyun Kim 路 Riyasat Ohib 路 Marlena Duda 路 Amrit Kashyap 路 Sergey Plis 路 Vince Calhoun
馃敆
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-
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Generative Multimodal Decoding: Reconstructing Images and Text from Human fMRI
(
Poster
)
>
link
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Matteo Ferrante 路 Tommaso Boccato 路 Furkan Ozcelik 路 Rufin VanRullen 路 Nicola Toschi
馃敆
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-
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Texture synthesis for realistic-looking virtual colonoscopy using mask-aware transformer
(
Poster
)
>
link
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Seunghyun Jang 路 Yisak Kim 路 Dongheon Lee 路 Chang Min Park
馃敆
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-
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DDxT: Deep Generative Transformer Models for Differential Diagnosis
(
Poster
)
>
link
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Mohammad Mahmudul Alam 路 Edward Raff 路 Tim Oates 路 Cynthia Matuszek
馃敆
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-
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Large Language Models with Retrieval-Augmented Generation for Zero-Shot Disease Phenotyping
(
Poster
)
>
link
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12 presenters
Will Thompson 路 David Vidmar 路 Jessica De Freitas 路 Gabriel Altay 路 Kabir Manghnani 路 Andrew Nelsen 路 Kellie Morland 路 John Pfeifer 路 Brandon Fornwalt 路 RuiJun Chen 路 Martin Stumpe 路 Riccardo Miotto
馃敆
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-
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JoLT: Jointly Learned Representations of Language and Time-Series
(
Poster
)
>
link
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Yifu Cai 路 Mononito Goswami 路 Arjun Choudhry 路 Arvind Srinivasan 路 Artur Dubrawski
馃敆
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-
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A 3D Conditional Diffusion Model for Image Quality Transfer - An Application to Low-Field MRI
(
Poster
)
>
link
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Seunghoi Kim 路 Daniel Alexander 路 Ahmed Karam Eldaly 路 Matteo Figini
馃敆
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-
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The Negative Impact of Denoising on Automated Classification of Electrocardiograms
(
Poster
)
>
link
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Federica Granese 路 Ahmad Fall 路 Alex Lence 路 Joe-Elie Salem 路 Jean-Daniel Zucker 路 Edi Prifti
馃敆
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-
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Generating Personalized Insulin Treatments Strategies with Conditional Generative Time Series Models
(
Poster
)
>
link
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Manuel Sch眉rch 路 Xiang Li 路 Ahmed Allam 路 Giulia Hofer 路 Maolaaisha Aminanmu 路 Claudia Cavelti-Weder 路 Michael Krauthammer
馃敆
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-
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LC-SD: Realistic Endoscopic Image Generation with Limited Training Data
(
Poster
)
>
link
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Joanna Kaleta 路 Diego Dall'alba 路 Szymon Plotka 路 Przemyslaw Korzeniowski
馃敆
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-
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DiffRNAFold: Generating RNA Tertiary Structures with Latent Space Diffusion
(
Poster
)
>
link
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Mihir Bafna 路 Vikranth Keerthipati 路 Subhash Kanaparthi 路 Ruochi Zhang
馃敆
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-
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Effectively Fine-tune to Improve Large Multimodal Models for Radiology Report Generation
(
Poster
)
>
link
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Yuzhe Lu 路 Sungmin Hong 路 Yash Shah 路 Panpan Xu
馃敆
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-
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Adversarial Denoising Diffusion Model for Unsupervised Anomaly Detection
(
Poster
)
>
link
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Jongmin Yu 路 Hyeontaek Oh 路 Jinhong Yang
馃敆
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-
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Robust semi-supervised segmentation with timestep ensembling diffusion models
(
Poster
)
>
link
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Margherita Rosnati 路 M茅lanie Roschewitz 路 Ben Glocker
馃敆
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-
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ECG Inpainting with denoising diffusion prior
(
Poster
)
>
link
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Lisa Bedin 路 Gabriel Cardoso 路 Remi Dubois 路 Eric Moulines
馃敆
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-
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Investigating Causality Between Genotype And Clinical Phenotype In Neurological Disorders Using Structural Causal Model and Normalizing Flow
(
Poster
)
>
link
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Fanyang Yu 路 Rongguang Wang 路 Pratik Chaudhari 路 Christos Davatzikos
馃敆
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-
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Transferring Movement Understanding for Parkinson鈥檚 Therapy by Generative Pre-Training
(
Poster
)
>
link
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Emily Napier 路 Gavia Gray 路 Sageev Oore
馃敆
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-
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Language models are susceptible to incorrect patient self-diagnosis in medical applications
(
Poster
)
>
link
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Rojin Ziaei 路 Samuel Schmidgall
馃敆
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-
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Are we going MAD? Benchmarking Multi-Agent Debate between Language Models for Medical Q&A
(
Poster
)
>
link
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Andries Smit 路 Paul Duckworth 路 Nathan Grinsztajn 路 Kale-ab Tessera 路 Tom Barrett 路 Arnu Pretorius
馃敆
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-
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JMedLoRA:Medical Domain Adaptation on Japanese Large Language Models using Instruction-tuning
(
Poster
)
>
link
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Issey Sukeda 路 Masahiro Suzuki 路 Hiroki Sakaji 路 satoshi kodera
馃敆
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-
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Generative models for wearables data
(
Poster
)
>
link
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Arinbj枚rn Kolbeinsson 路 Luca Foschini
馃敆
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-
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Synthetic Data: Can We Trust Statistical Estimators?
(
Poster
)
>
link
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Alexander Decruyenaere 路 Paloma Rabaey 路 Christiaan Polet 路 Johan Decruyenaere 路 Stijn Vansteelandt 路 Thomas Demeester 路 Heidelinde Dehaene
馃敆
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-
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BuDDI: Bulk Deconvolution with Domain Invariance to predict cell-type-specific perturbations from bulk
(
Poster
)
>
link
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Natalie Davidson 路 Casey Greene
馃敆
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-
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Multi-V-Stain: Multiplexed Virtual Staining of Histopathology Whole-Slide Images
(
Poster
)
>
link
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Sonali Andani 路 Boqi Chen 路 Joanna Ficek-Pascual 路 Simon Heinke 路 Ruben Casanova 路 Bettina Sobottka 路 Bernd Bodenmiller 路 Viktor H Koelzer 路 Gunnar R盲tsch
馃敆
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-
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MEDiC: Mitigating EEG Data Scarcity Via Class-Conditioned Diffusion Model
(
Poster
)
>
link
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Gulshan Sharma 路 Abhinav Dhall 路 Ramanathan Subramanian
馃敆
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