Poster and Video

P-01: Clinical Brain MRI Super-Resolution with 2D Slice-Wise Diffusion Model

Authors: Wang, Runqi*; Cao, Zehong; He, Yichu; Liu, Jiameng; Shi, Feng; Shen, Dinggang

P-02: Benchmarking Dependence Measures to Prevent Shortcut Learning in Medical Imaging

Authors: Müller, Sarah*; Fay, Louisa; Küstner, Thomas; Koch, Lisa M.; Gatidis, Sergios; Berens, Philipp

P-03 (O-07): Arges: Spatio-Temporal Transformer for Ulcerative Colitis Severity Assessment in Endoscopy Videos

Authors: Chaitanya, Krishna*; Damasceno, Pablo F; Fadnavis, Shreyas; Mobadersany, Pooya; Parmar, Chaitanya; Scherer, Emily A; Zemlianskaia, Natalia; Surace, Lindsey T; Ghanem, Louis; Cula, Gabriela; Mansi, Tommaso; Standish, Kristopher

P-04: Multi-task Learning Approach for Intracranial Hemorrhage Prognosis

Authors: Cobo, Miriam*; Pérez del Barrio, Amaia; Menéndez Fernández-Miranda, Pablo; Sanz Bellón, Pablo; Lloret Iglesias, Lara; Silva, Wilson

P-05 (O-04): Low-to-high Frequency Progressive K-Space Learning for MRI Reconstruction

Authors: Xing, Xiaohan*; Qiu, Liang; Yu, Lequan; Zhu, Lingting; Xing, Lei; Liu, Lianli

P-06: PDM: A Plug-and-Play Perturbed Multi-Path Diffusion Module for Simultaneous Medical Image Segmentation Improvement and Uncertainty Estimation

Authors: Zhou, Bo*; Chen, Tianqi; Hou, Jun; Zhou, Yinchi; Xie, Huidong; Duncan, James S; Liu, Chi

P-07: Resource-efficient Medical Image Analysis with Self-adapting Forward-Forward Networks

Authors: Müller, Johanna P*; Kainz, Bernhard

P-08: Characterizing the Histology Spatial Intersections between Tumor-infiltrating Lymphocytes and Tumors for Survival Prediction of Cancers Via Graph Contrastive Learning

Authors: Shi, Yangyang; Zhang, Daoqiang; Shao, Wei*

P-09: Noise-robust Conformal Prediction for Medical Image Classification

Authors: Goldberger, Jacob*; Penso, Coby

P-10: DyNo: Dynamic Normalization based Test-Time Adaptation for 2D Medical Image Segmentation

Authors: Fu, Yihang; Chen, Ziyang; Ye, Yiwen; Xia, Yong*

P-11: Partially Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation

Authors: Zhu, Lei*; Xu, Yanyu; Fu, Huazhu; Xu, Xinxing; Goh, Rick Siow Mong; Liu, Yong

P-12: DHSampling: Diversity-based Hyperedge Sampling in GNN Learning with Application to Medical Imaging Classification

Authors: Liu, Jiameng *; Pala, Furkan; Rekik, Islem; Shen, Dinggang

P-13: IRUM: An Image Representation and Unified Learning Method for Breast Cancer Diagnosis from Multi-view Ultrasound Images

Authors: Chen, Haoyuan*; Li, Yonghao; Zhang, Jiadong; Xu, Qi; Li, Meiyu; Li, Zhenhui; Qian, Xuejun; Shen, Dinggang

P-14 (O-01): Robust Box Prompt based SAM for Medical Image Segmentation

Authors: Huang, Yuhao*; Yang, Xin; Zhou, Han; Cao, Yan; Dou, Haoran; Dong, Fajin; Ni, Dong

P-15: Data Alchemy: Mitigating Cross-Site Model Variability Through Test Time Data Calibration

Authors: Parida, Abhijeet*; Alomar, Antonia; Jiang, Zhifan; Roshanitabrizi, Pooneh; Tapp, Austin; Ledesma-Carbayo, Maria J; Xu, Ziyue; Anwar, Syed Muhammad; Linguraru, Marius George; Roth, Holger R

P-16: Selective Classifier Based Search Space Shrinking for Radiographs Retrieval

Authors: Manojlović, Teo; Ipšić, Ivo; Štajduhar, Ivan*

P-17: Lung-CADex: Fully automatic Zero-Shot Detection & Classification of Lung Nodules in Thoracic CT Images

Authors: Shaukat, Furqan*; Anwar, Syed Muhammad; Parida, Abhijeet; Lam, Van K; Linguraru, Marius George; Shah, Mubarak

P-18: Classification, Regression and Segmentation directly from k-Space in Cardiac MRI

Authors: Li, Ruochen; Pan, Jiazhen; Zhu, Youxiang; Ni, Juncheng; Rueckert, Daniel*

P-19: LSST: Learned Single-Shot Trajectory and Reconstruction Network for MR Imaging

Authors: Aggarwal, Hemant Kumar*; Chatterjee, Sudhanya; Shanbhag, Dattesh; Patil, Uday; Hari, KVS

P-20: SDF-Net: A Hybrid Detection Network for Mediastinal Lymph Node Detection on Contrast CT Images

Authors: Xiong, Jiuli*; Mei, Lanzhuju; Liu, Jiameng; Shen, Dinggang; Xue, Zhong; Cao, Xiaohuan

P-21: 7T-like T1-weighted and TOF MRI synthesis from 3T MRI with Multi-contrast Complementary Deep Learning

Authors: Zhang, Zheng*; Zhou, Zechen; Xiang, Lei; He, Kelei; zhu, zhiqing; Liang, hongqin; Chen, Liu

P-22: SGSR: Structure-Guided Multi-Contrast MRI Super-Resolution via Spatio-Frequency Co-Query Attention

Authors: Zheng, Shaoming; Wang, Yinsong; Du, Siyi; Qin, Chen*

P-23: A Probabilistic Hadamard U-Net for MRI Bias Field Correction

Authors: Zhu, Xin*; Pan, Hongyi; Gundogdu, Batuhan; Jha, Debesh; Velichko, Yury; Murphy, Adam B.; Ross, Ashley; Turkbey, Baris; Cetin, Ahmet E; Bagci, Ulas

P-24: VIS-MAE: Self-supervised Learning Model Weights for Medical Image Segmentation and Classification

Authors: Liu, Zelong*; Tieu, Andrew; Patel, Nikhil; Soultanidis, Georgios; Deyer, Louisa; Wang, Ying; Huver, Sean; Zhou, Alexander; Fayad, Zahi A; Deyer, Timothy W; Mei, Xueyan

P-25: Structure-Preserving Diffusion Model for Unpaired Medical Image Translation

Authors: Wang, Haoshen*; Wang, Xiaodong; Cui, Zhiming

P-26: Accurate Delineation of Cerebrovascular Structures from TOF-MRA with Connectivity-Reinforced Deep Learning

Authors: Yu, Shoujun; Li, Cheng; M. Osman, Yousuf Babiker; Zheng, Hairong; Wang, Shanshan*

P-27: Knowledge Distillation based Dual-Branch Network for Whole Slide Image Analysis

Authors: Fu, Weiheng*; Xu, Meilian; Wu, Jie; Shi, Xiaoshuang; Li, Kang; Zhu, Xiaofeng

P-28: Simultaneous Image Quality Improvement and Artefacts Correction in Accelerated MRI

Authors: Kanli, Georgia*; Perlo, Daniele; Boudissa, Selma; Jiřík, Radovan; Keunen, Olivier

P-29: Transformer-based Parameter Fitting of Models derived from Bloch-McConnell Equations for CEST MRI Analysis

Authors: Duhme, Christof*; Lippe, Chris; Hörr, Verena; Jiang, Xiaoyi

P-30: Learning Instance-Discriminative Pixel Embeddings Using Pixel Triplets

Authors: Chen, Long*; Merhof, Dorit

P-31: Geo-UNet: A Geometrically Constrained Neural Framework for Clinical-Grade Lumen Segmentation in Intravascular Ultrasound

Authors: Chen, Yiming; D'Souza, Niharika S.*; Mandepally, Akshith; Henninger, Patrick; Kashyap, Satyananda; Karani, Neerav; Dey, Neel; Zachary, Marcos; Rizq, Raed; Chouinard, Paul; Golland, Polina; Syeda-Mahmood, Tanveer

P-32: CSR-dMRI: Continuous Super-Resolution of Diffusion MRI with Anatomical Structure-assisted Implicit Neural Representation Learning

Authors: Wu, Ruoyou*; Cheng, Jian; Li, Cheng; Zou, Juan; Yang, Jing; Fan, Wenxin; Wang, Shanshan

P-33: Explainable and Controllable Motion Curve Guided Cardiac Ultrasound Video Generation

Authors: Jun Xuan, YU*; Chen, Rusi; Zhou, Yongsong; Chen, Yanlin; Duan, Yaofei; Huang, Yuhao; Zhou, Han; Tan, Tao; Yang, Xin; Ni, Dong

P-34 (O-06): Leveraging IHC Staining to Prompt HER2 Status Prediction in HE-Stained Histopathology Whole Slide Images

Authors: Wang, Yuping; Sun, Dongdong; Shi, Jun; Wang, Wei; Jiang, Zhiguo; Wu, Haibo; Zheng, Yushan*

P-35: Identifying Critical Tokens for Accurate Predictions in Transformer-based Medical Imaging Models

Authors: Kang, Solha; Vankerschaver, Joris; Ozbulak, Utku*

P-36: Atherosclerotic plaque stability prediction from longitudinal ultrasound images

Authors: Kybic, Jan*; Pakizer, David; Kozel, Jiří; Michalčová, Patricie; Charvát, František; Školoudík, David

P-37: CIResDiff: A Clinically-Informed Residual Diffusion Model for Predicting Idiopathic Pulmonary Fibrosis Progression

Authors: Jiang, Caiwen*; Xing, Xiaodan; Ou, Zaixin; Liu, Mianxin; Simon, Walsh; Yang, Guang; Shen, Dinggang

P-38: Generalizable Lymph Node Metastasis Prediction in Pancreatic Cancer

Authors: Qu, Jiaqi*; Qian, Xiaohua; Wei, Xunbin

P-39 (O-08): DDSB: An Unsupervised and Training-free Method for Phase Detection in Echocardiography

Authors: Bu, Zhenyu; Liu, Yang*; Huo, Jiayu; Peng, Jingjing; Wang, Kaini; Zhou, Guangquan; Sparks, Rachel; Dasgupta, Prokar; Granados, Alejandro; Ourselin, Sebastien

P-40: Calibrated Diverse Ensemble Entropy Minimization for Robust Test-Time Adaptation in Prostate Cancer Detection

Authors: Gilany, Mahdi*; Harmanani, Mohamed; Wilson, Paul F R; To, Minh Nguyen Nhat; Jamzad, Amoon; Fooladgar, Fahimeh; Wodlinger, Brian; Abolmaesumi, Purang; Mousavi, Parvin

P-41: Pseudo-Rendering for Resolution and Topology-Invariant Cortical Parcellation

Authors: Blasco Fernandez, Pablo*; Gopinath, Karthik; Ramirez, John Williams; Herisse, Rogeny; Deden-Binder, Lucas J.; Zemlyanker, Dina; Connors, Theressa; Kozanno, Liana; Oakley, Derek; Hyman, Bradley; Young, Sean I; Iglesias, Juan Eugenio

P-42 (O-09): Identifying Nonalcoholic Fatty Liver Disease and Advanced Liver Fibrosis from MRI in UK Biobank

Authors: Rami Al-Belmpeisi*, Kristine Sørensen, Josefine Vilsbøll Sundgaard, Puria Nabilou, Monica Jane Emerson, Peter Hjørringgaard Larsen, Lise Lotte Gluud, Thomas Lund Andersen, Anders Bjorholm Dahl

P-43: Mitigating False Predictions in Unreasonable Body Regions

Authors: Ulrich, Constantin*; Knobloch, Catherine; Holzschuh, Julius C; Wald, Tassilo; Rokuss, Maximilian R; Zenk, Maximilian; Fischer, Maximilian; Baumgartner, Michael; Isensee, Fabian; Maier-Hein, Klaus H.

P-44: Vision Transformer Model for Automated End-to-End Radiographic Assessment of Joint Damage in Psoriatic Arthritis

Authors: Govind, Darshana*; Gao, Zijun; Parmar, Chaitanya; Broos, Kenneth; Fountoulakis, Nicholas; Noonan, Lenore; Yamamoto, Shinobu; Zemlianskaia, Natalia; Meyer, Craig; Scherer, Emily A; Deman, Michael; Damasceno, Pablo F; Murphy, Philip; Terence, Rooney; Hsia, Elizabeth; Beutler, Anna; Janiczek, Robert; Yip, Stephen; Standish, Kristopher

P-45: CorticalEvolve: Age-Conditioned Ordinary Differential Equation Model for Cortical Surface Reconstruction

Authors: Wu, Wenxuan*; Xiong, Tong; Shi, Dongzi; Qu, Ruowen; Xing, Xiaofen; Xu, Xiangmin; Zhang, Xin

P-46: Mitral Regurgitation Recogniton based on Unsupervised Out-of-Distribution Detection with Residual Diffusion Amplification

Authors: Liu, Zhe*; Zhu, Xiliang; Han, Tong; Huang, Yuhao; Wang, Jian; Liu, Lian; Wang, Fang; Ni, Dong; Gou, Zhongshan; Yang, Xin

P-47: Domain Influence in MRI Medical Image Segmentation: spatial versus k-space inputs

Authors: Gösche, Erik*; Eghbali, Reza; Rauschecker, Andreas; Knoll, Florian

P-48: Probabilistic 3D Correspondence Prediction from Sparse Unsegmented Images

Authors: Iyer, Krithika*; Elhabian, Shireen Y.

P-49: Structural-Connectivity-guided Functional Connectivity Representation for Multi-modal Brain Disease Classification

Authors: Zhaoxiang, Wu*; Jie, Biao; Wen, Li

P-50: Enhanced Small Liver Lesion Detection and Segmentation Using a Size-focused Multi-model Approach in CT Scans

Authors: Al-Batttal, Abdullah*; Tang, Van Ha; Truong, Quoc Hung; Nguyen, Truong; An, Cheolhong

P-51: Generation and Segmentation of Simulated Total-Body PET Images

Authors: Farré-Melero, Arnau*; Niñerola-Baizán, Aida; Aguiar-Fernández, Pablo

P-52: Full-TrSUN: A Full-Resolution Transformer UNet for high quality PET image synthesis

Authors: Tan, Boyuan*; Xue, Yuxin; Bi, Lei; Kim, Jinman

P-53 (O-03): StoDIP: Efficient 3D MRF image reconstruction with deep image priors and stochastic iterations

Authors: Mayo, Perla*; Cencini, Matteo; Pirkl, Carolin M.; Menzel, Marion Irene; Menze, Bjoern; Tosetti, Michela; Golbabaee, Mohammad

P-54: Deep Reinforcement Learning with Multiple Centerline-Guidance for Localization of Left Atrial Appendage Orifice from CT Images

Authors: Yoon, Jongum; Jung, Sunghee; Jeon, Byunghwan*

P-55: Integrating Convolutional Neural Network and Transformer for Lumen Prediction along the Aorta Sections

Authors: Yang, Yichen*; Jiang, Pengbo; Cai, Xiran; Xue, Zhong; Shen, Dinggang

P-56: SpineStyle: Conceptualizing Style Transfer for Image-Guided Spine Surgery on Radiographs

Authors: R, Neeraja; M, Vivek*; P, Aparna

P-57: CSSD: Cross-Supervision and Self-Denoising for Hybrid-Supervised Hepatic Vessel Segmentation

Authors: Hu, Qiuting; Lin, Li; Cheng, Pujin; Tang, Xiaoying*

P-58: A Novel Momentum-Based Deep Learning Techniques for Medical Image Classification and Segmentation

Authors: Biswas, Koushik*; Pal, Ridam; Patel, Shaswat P; Jha, Debesh; Karri, Meghana; Reza, Amit; Durak, Gorkem; Medetalibeyoglu, Alpay; Antalek, Matthew; Velichko, Yury; Ladner, Daniela; Borhani, Amir.; Bagci, Ulas

P-59: UniFed: A Universal Federation of a Mixture of Highly Heterogeneous Medical Image Classification Tasks

Authors: Hassani, Atefe*; Rekik, Islem

P-60: VIMs: Virtual Immunohistochemistry Multiplex staining via Text-to-Stain Diffusion Trained on Uniplex Stains

Authors: Dubey, Shikha*; Chong, Yosep; Knudsen, Beatrice; Elhabian, Shireen Y.

P-61: ES-SR3: Early-stopping Denoising Diffusion Probablistic Model for MR Super-resolution

Authors: Wu, Zejun; Remedios, Samuel; Carass, Aaron*; Prince, Jerry L

P-62: Detection of Emerging Infectious Diseases in Lung CT based on Spatial Anomaly Patterns

Authors: Mitic, Branko*; Seeböck, Philipp; Straub, Jennifer; Prosch, Helmut; Langs, Georg

P-63 (O-05): Tackling Domain Generalization for Out-of-distribution Endoscopic Imaging

Authors: Teevno, Mansoor Ali*; Ochoa-Ruiz, Gilberto; Ali, Sharib