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Outcome Prediction in Histopathology: A Multimodal Three-Stage Deep Learning Framework
NILANJAN CHATTOPADHYAY, Saheli Datta, Nitin Singhal
- Published: 01 May 2025, Last Modified: 03 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
Multi-phase renal tumor segmentation with Slide-SAM assisted network
Ruiyang Jin, Quan Quan, S Kevin Zhou
- Published: 01 May 2025, Last Modified: 01 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
Does Radiomic Segmentation Complexity Influence Foundation Model Performance? A Case Study with SAM-Med3D
F. Javier Gil-Terrón, Carles Lopez-Mateu, Maria Gómez Mahiques, Victor Montosa-i-Mico, Juan Miguel Garcia-Gomez, Elies Fuster-Garcia
- Published: 01 May 2025, Last Modified: 12 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
Human Aligned Reward Modeling for Automated Transfer Function Generation of 3D Rendering of Medical Image Data
David Melenberg, Nele Blum, Cem Adiyaman, Thorsten Buzug, Maik Stille
- Published: 01 May 2025, Last Modified: 30 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
Racial Disparities Persist Beyond Data Representation in Medical Imaging — even Predictive Uncertainty Fails to Capture them
Tareen Dawood, Gloria Stucchi, Aasa Feragen
- Published: 01 May 2025, Last Modified: 02 Jul 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
A Deep Learning Framework Integrating Multi-View Morphologic and Hemodynamic Features for Pericardial Disease Classification
Sihyeon Jeong, Jina Lee, Yeonggul Jang, Jaeik Jeon, Dawun Jeong, In Tae Moon, Seung-Ah Lee, Yeonyee E. Yoon, Hyuk-Jae Chang
- Published: 01 May 2025, Last Modified: 21 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
Attention-based Interpretable Deep Learning with Radiomic Features for Pulmonary Nodule Classification
Doohyun Park, Nahyuk Lee, Sungjoo Lim
- Published: 01 May 2025, Last Modified: 09 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
A Bidirectional Loss Approach to Imparting Order Sensitivity to Multi-Image Chest X-ray Encoders
Doowoong Choi, Hanbin Ko, Jung Hoon Lee, Chang Min Park
- Published: 01 May 2025, Last Modified: 30 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
Ranking-Aware Multiple Instance Learning for Histopathology Slide Classification
Ho Heon Kim, Gisu Hwang, Won Chan Jeong, Young Sin Ko
- Published: 01 May 2025, Last Modified: 13 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
Deep Multi-Head CNN for Unified Breast Density Segmentation and BI-RADS Estimation in 2D Mammograms
Obinna Agbodike, Chang-Fu Kuo, Jenhui Chen
- Published: 01 May 2025, Last Modified: 31 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
Toward Interpretable 3D Diffusion in Radiology: Token-Wise Attribution for Text-to-CT Synthesis
Aidan Bradshaw, Katelyn Morrison, Arpit Mathur, Weicheng Dai, Motahhare Eslami, kayhan Batmanghelich, Adam Perer
- Published: 01 May 2025, Last Modified: 06 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
Bone Marrow Fibrosis Grading Using Attention-Based Multiple Instance Learning
Lauren M. Zuromski, Alexandra E. Rangel, Muir J. Morrison, Paul English, Nicholas C. Spies, Brendan O'Fallon, David P. Ng
- Published: 01 May 2025, Last Modified: 30 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
Hierarchical Transformer for Electrocardiogram Diagnosis
Xiaoya Tang, JAKE AARON BERGQUIST, Benjamin A. Steinberg, Tolga Tasdizen
- Published: 01 May 2025, Last Modified: 28 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
Introducing Beyond FA: Crowdsourcing Imaging Biomarkers for Alzheimer’s Disease
Elyssa M. McMaster, Nancy Newlin, Trent Schwartz, Adam M. Saunders, Gaurav Rudravaram, Yehyun Suh, Jongyeon Yoon, Michael Eugene Kim, Chloe Cho, Karthik Ramadass, Yihao Liu, Lianrui Zuo, Eleftherios Garyfallidis, Talia M. Nir, Neda Jahanshad, Kurt Schilling, Daniel Moyer, Bennett Allan Landman
- Published: 01 May 2025, Last Modified: 02 Jun 2025
OpenDIVE: Streamlining Tractography Visualization
Adam M. Saunders, Elyssa M. McMaster, Chris Rorden, Johaan Kathilankal Jis, Minyi Sun, Adam Sadriddinov, Lukas VanTilburg, Michael Eugene Kim, Bennett Allan Landman, Kurt Schilling
- Published: 01 May 2025, Last Modified: 02 Jun 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
Pretraining Deformable Image Registration Networks with Random Images
Junyu Chen, Shuwen Wei, Yihao Liu, Aaron Carass, Yong Du
- Published: 01 May 2025, Last Modified: 16 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
Beyond segmentation: an uncertainty-aware, end-to-end approach to functional lung image quantification
Joshua R Astley, Helen Marshall, Laurie J Smith, Alberto M Biancardi, Guilhem J Collier, Laura C Saunders, Jim M Wild, Bilal Tahir
- Published: 01 May 2025, Last Modified: 27 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
BEAMRAD: A tool for Creating and Assessing Medical Dataset Documentation
Maria Galanty, Dieuwertje Luitse, Alexander P. Vlaar, Clara I. Sánchez, Tobias Blanke, Ivana Isgum
- Published: 01 May 2025, Last Modified: 21 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
Bone supression in planar X-ray images with Stable Diffusion
Daniel Sanderson, Mariana Elizalde, Paula Ochotorena, Manuel Desco, Monica Abella
- Published: 01 May 2025, Last Modified: 06 Jun 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
Whole Slide Image Domain Adaptation Tailored with Fisher Vector, Self Supervised Learning, and Novel Loss Function
Ravi Kant Gupta, Shounak Das, Shambhavi Shanker, Ardhendu Sekhar, Amit Sethi
- Published: 01 May 2025, Last Modified: 26 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
ProstateZones – Segmentations of the prostatic zones and urethra for the PROSTATEx dataset
William Holmlund, Attila Simkó, Karin Söderkvist, Péter Palásti, Szilvia Tótin, Kamilla Kalmár, Zsófia Domoki, Zsuzsanna Fejes, Zsigmond Tamás Kincses, Patrik Brynolfsson, Tufve Nyholm
- Published: 01 May 2025, Last Modified: 13 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
Ensemble Object Detection Methodology for Automated Detection of Inflammatory Cells in Kidney Biopsies
Gunjan Deotale, Abhishek Ambast, Lavish Ramchandani, Dev Kumar Das, Tijo Thomas
- Published: 01 May 2025, Last Modified: 19 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
Gradual modality dropout for segmenting ischemic stroke lesions in an unseen center with missing modalities
Sofia Vargas Ibarra, Vincent Martin VIGNERON, Hichem MAAREF, Sonia Garcia-Salicetti, Andreia V Faria
- Published: 01 May 2025, Last Modified: 23 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
Unsupervised Deformable Image Registration Revisited: Enhancing Performance with Registration-Specific Designs
Hengjie Liu, Dan Ruan, Ke Sheng
- Published: 01 May 2025, Last Modified: 30 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
Deep Implicit Neural Representations for End-to-End Anatomical Shape Estimation from Volumetric Images
Max-Heinrich Laves, Steffen Schuler, Ahmed Abbas, David Paik, Raphael Prevost, Oliver Zettinig
- Published: 01 May 2025, Last Modified: 19 Jun 2025
- MIDL 2025 - Short Papers
- Readers: Everyone

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MIDL 2025 - Short Papers

Readers: Everyone