MIDL 2025 Conference Submissions

Zero-shot capability of 2D SAM-family models for bone segmentation in CT scans
Caroline Magg, Clara I. Sánchez, Hoel Kervadec
- Published: 27 Mar 2025, Last Modified: 28 May 2025
- MIDL 2025 Poster
- Readers: Everyone
RaDialog: Large Vision-Language Models for X-Ray Reporting and Dialog-Driven Assistance
Chantal Pellegrini, Ege Özsoy, Benjamin Busam, Benedikt Wiestler, Nassir Navab, Matthias Keicher
- Published: 27 Mar 2025, Last Modified: 20 May 2025
- MIDL 2025 Poster
- Readers: Everyone
LUV-Net: Multi-Pattern Lung Ultrasound Video Classification through Pattern-Specific Attention with Efficient Temporal Feature Extraction
Jung Hoon Lee, ChanGi Kim, Jinwoo Lee, Si Mong Yoon, Kyung-Eui Lee, HYUN-JUN PARK, Kwonhyung Hyung, Chang Min Park
- Published: 27 Mar 2025, Last Modified: 15 May 2025
- MIDL 2025 Poster
- Readers: Everyone
RCSegNeXt: Efficient multi-scale ConvNeXt for rectal cancer segmentation from sagittal MRI scans
Wang Bo, Ting Xue, Leyang Pan, Dingfu Huang, Yi Xiao, Li Fan, Zaiyi Liu, Shiyuan Liu, S Kevin Zhou
- Published: 27 Mar 2025, Last Modified: 27 May 2025
- MIDL 2025 Poster
- Readers: Everyone
CountXplain: Interpretable Cell Counting with Prototype-Based Density Map Estimation
Abdurahman Ali Mohammed, Wallapak Tavanapong, Catherine Fonder, Donald Sakaguchi
- Published: 27 Mar 2025, Last Modified: 30 May 2025
- MIDL 2025 Oral
- Readers: Everyone
Anatomy-Guided Surface Diffusion Model for Alzheimer’s Disease Normative Modeling
Jianwei Zhang, Yonggang Shi
- Published: 27 Mar 2025, Last Modified: 01 Jun 2025
- MIDL 2025 Poster
- Readers: Everyone
Visual Prompt Engineering for Vision Language Models in Radiology
Stefan Denner, Markus Ralf Bujotzek, Dimitrios Bounias, David Zimmerer, Raphael Stock, Klaus Maier-Hein
- Published: 27 Mar 2025, Last Modified: 30 May 2025
- MIDL 2025 Poster
- Readers: Everyone
Beyond the Prompt: Deploying Medical Foundation Models on Diverse Chest X-ray Populations
Louisa Fay, Jean-Benoit Delbrouck, Thomas Küstner, Bin Yang, Noel C Codella, Matthew P. Lungren, Curtis Langlotz, Sergios Gatidis
- Published: 27 Mar 2025, Last Modified: 22 May 2025
- MIDL 2025 Poster
- Readers: Everyone
Advancing Medical Image Segmentation with Self-Supervised Learning: A 3D Student-Teacher Approach for Cardiac and Neurological Imaging
Moona Mazher, Daniel C. Alexander, Abdul Qayyum, Steven A Niederer
- Published: 27 Mar 2025, Last Modified: 16 May 2025
- MIDL 2025 Poster
- Readers: Everyone
Capturing Longitudinal Changes in Brain Morphology Using Temporally Parameterized Neural Displacement Fields.
Aisha L. Shuaibu, Kieran A. Gibb, Peter A. Wijeratne, Ivor J A Simpson
- Published: 27 Mar 2025, Last Modified: 19 May 2025
- MIDL 2025 Oral
- Readers: Everyone
Self-Supervised Synthetic Cerebral Vessel Tree Generation using Semantic Signed Distance Fields
Thijs P. Kuipers, Praneeta R. Konduri, Erik J Bekkers, Henk Marquering
- Published: 27 Mar 2025, Last Modified: 28 May 2025
- MIDL 2025 Oral
- Readers: Everyone
Joint Supervised and Self-supervised Learning for MRI Reconstruction
George Yiasemis, Nikita Moriakov, Clara I. Sánchez, Jan-Jakob Sonke, Jonas Teuwen
- Published: 27 Mar 2025, Last Modified: 19 May 2025
- MIDL 2025 Poster
- Readers: Everyone
Real-time Breast Lesion Detection in Videos via Spatial-temporal Feature Aggregation
Chao Qin, Jiale Cao, Fahad Shahbaz Khan, Salman Khan, Huazhu Fu, Ehud Ahissar, Rao Muhammad Anwer
- Published: 27 Mar 2025, Last Modified: 02 Jun 2025
- MIDL 2025 Poster
- Readers: Everyone
Towards Resource-Efficient Streaming of Large-Scale Medical Image Datasets for Deep Learning
Pranav Kulkarni, Adway Kanhere, Eliot Siegel, Paul Yi, Vishwa Sanjay Parekh
- Published: 27 Mar 2025, Last Modified: 01 Jun 2025
- MIDL 2025 Poster
- Readers: Everyone
Neural fields for tissue attenuation curve reconstruction in sparsely sampled time-resolved CT
Lucas de Vries, Rudolf Leonardus Mirjam Van Herten, P. Matthijs van der Sluijs, Ivana Isgum, Bart J. Emmer, Charles B.L.M. Majoie, Henk Marquering, Efstratios Gavves
- Published: 27 Mar 2025, Last Modified: 30 May 2025
- MIDL 2025 Oral
- Readers: Everyone
Histopathology Image Report Generation by Vision Language Model with Multimodal In-Context Learning
Shih-Wen Liu, Hsuan-Yu Fan, Wei-Ta Chu, Fu-En Yang, Yu-Chiang Frank Wang
- Published: 27 Mar 2025, Last Modified: 13 May 2025
- MIDL 2025 Poster
- Readers: Everyone
I2I-Galip: Unsupervised Medical Image Translation Using Generative Adversarial CLIP
Yilmaz Korkmaz, Vishal M. Patel
- Published: 27 Mar 2025, Last Modified: 01 Jun 2025
- MIDL 2025 Poster
- Readers: Everyone
Staging Liver Fibrosis with Hepatic Perivascular Adipose Tissue as a CT Biomarker
Skylar Chan, Tejas Sudharshan Mathai, Praveen T.S. Balamuralikrishna, Vivek Batheja, Jianfei Liu, Meghan G Lubner, Perry J Pickhardt, Ronald Summers
- Published: 27 Mar 2025, Last Modified: 12 May 2025
- MIDL 2025 Poster
- Readers: Everyone
Chest-OMDL: Organ-specific Multidisease Detection and Localization in Chest Computed Tomography using Weakly Supervised Deep Learning from Free-text Radiology Report
Xuguang Bai, Mingxuan Liu, Yifei Chen, Hongjia Yang, Qiyuan Tian
- Published: 27 Mar 2025, Last Modified: 31 May 2025
- MIDL 2025 Poster
- Readers: Everyone
Generate to Ground: Multimodal Text Conditioning Boosts Phrase Grounding in Medical Vision-Language Models
Felix Nützel, Mischa Dombrowski, Bernhard Kainz
- Published: 27 Mar 2025, Last Modified: 08 May 2025
- MIDL 2025 Poster
- Readers: Everyone
CASC-AI: Consensus-aware Self-corrective Learning for Cell Segmentation with Noisy Labels
Ruining Deng, Yihe Yang, David J Pisapia, Benjamin L Liechty, Junchao Zhu, Juming Xiong, Junlin Guo, Zhengyi Lu, Jiacheng Wang, Xing Yao, Runxuan Yu, Rendong Zhang, Gaurav Rudravaram, Mengmeng Yin, Pinaki Sarder, Haichun Yang, Yuankai Huo, Mert R. Sabuncu
- Published: 27 Mar 2025, Last Modified: 21 May 2025
- MIDL 2025 Oral
- Readers: Everyone
Style-Aligned Image Composition for Robust Detection of Abnormal Cells in Cytopathology
Qiuyi Qi, Xin Li, Ming Kong, Zikang Xu, Bingdi Chen, Qiang Zhu, S Kevin Zhou
- Published: 27 Mar 2025, Last Modified: 08 May 2025
- MIDL 2025 Oral
- Readers: Everyone
STNAGNN: Data-driven Spatio-temporal Brain Connectivity beyond FC
Jiyao Wang, Nicha C Dvornek, Peiyu Duan, Lawrence H. Staib, Pamela Ventola, James s Duncan
- Published: 27 Mar 2025, Last Modified: 11 May 2025
- MIDL 2025 Oral
- Readers: Everyone
SRMRI: A Diffusion-Based Super-resolution Framework and Open Dataset for Blind MRI Super-Resolution
Arpan Poudel, Mamata Shrestha, Nian Wang, Ukash Nakarmi
- Published: 27 Mar 2025, Last Modified: 16 May 2025
- MIDL 2025 Poster
- Readers: Everyone
Mitigating analytical variability in fMRI with style transfer
Elodie Germani, Camille Maumet, Elisa Fromont
- Published: 27 Mar 2025, Last Modified: 14 May 2025
- MIDL 2025 Poster
- Readers: Everyone