Papers
DAFTED: Decoupled Asymmetric Fusion of Tabular and Echocardiographic Data for Cardiac Hypertension Diagnosis
Jérémie Stym-Popper, Nathan Painchaud, Pierre-Yves Courand et al.
Capturing Longitudinal Changes in Brain Morphology Using Temporally Parameterized Neural Displacement Fields.
Aisha L. Shuaibu, Kieran A. Gibb, Peter A. Wijeratne et al.
A Vision Foundation Model for Cataract Surgery Using Joint-Embedding Predictive Architecture
Nisarg A Shah, Mingze Xia, Subhasri Vijay et al.
Federated Class-Heterogeneous Report Labeling with Surgical Aggregation
Nikhil Shah, Pranav Kulkarni, Florence Doo et al.
Learning from a Few Shots: Data-efficient Cervical Vertebral Maturation Assessment
Helen Schneider, Aditya Parikh, Priya Priya et al.
Training-Free Dataset Pruning for Polyp Segmentation via Community Detection in Similarity Networks
Md Mostafijur Rahman, Radu Marculescu
Real-time Breast Lesion Detection in Videos via Spatial-temporal Feature Aggregation
Chao Qin, Jiale Cao, Fahad Shahbaz Khan et al.
Style-Aligned Image Composition for Robust Detection of Abnormal Cells in Cytopathology
Qiuyi Qi, Xin Li, Ming Kong et al.
Intelligent Lesion Selection: A Novel Method for Longitudinal Assessment of Breast Cancer Lung Metastases
Melika Qahqaie, Veronika A Zimmer, Eduardo Castaneda et al.
SRMRI: A Diffusion-Based Super-resolution Framework and Open Dataset for Blind MRI Super-Resolution
Arpan Poudel, Mamata Shrestha, Nian Wang et al.
Imitating Radiological Scrolling: A Glocal-Lobal Attention Model for 3D Chest CT Volumes Multi-Label Anomaly Classification
Théo Di Piazza, Carole Lazarus, Olivier Nempont et al.
RaDialog: Large Vision-Language Models for X-Ray Reporting and Dialog-Driven Assistance
Chantal Pellegrini, Ege Özsoy, Benjamin Busam et al.
DeFusion: An Effective Decoupling Fusion Network for Multi-Modal Pregnancy Prediction
Xueqiang Ouyang, Jia Wei, Wenjie Huo et al.
MAIS: Memory-Attention for Interactive Segmentation
Mauricio Orbes, Oeslle Lucena, Sebastien Ourselin et al.
Generate to Ground: Multimodal Text Conditioning Boosts Phrase Grounding in Medical Vision-Language Models
Felix Nützel, Mischa Dombrowski, Bernhard Kainz
Clinical Measurements with Calibrated Instance-Dependent Confidence Interval
Rotem Nizhar, Lior Frenkel, Jacob Goldberger
Semi-Supervised Skin Lesion Segmentation under Dual Mask Ensemble with Feature Discrepancy Co-Training
Thanh-Huy Nguyen, Thien Nguyen, Xuan Bach Nguyen et al.
Biologically-Constrained Multi-Label Classification with Learnable Domain Knowledge
Nabil Mouadden, Véronique Vergé, Ahmadreza Arbab et al.
Surgical Flow Masked Autoencoder for Event Recognition
Mayar Lotfy Mostafa, Anna Alperovich, Dmitrii Fedotov et al.
Data Augmentation for Medical Imaging: Counterfactual Simulation of Acquisition Parameters via Conditional Diffusion Model
Pedro A. Morão, Yasna Forghani, Nuno Louçã et al.
Enhancing Low Back Pain Assessment with Diffusion Models for Lumbar Spine MRI Segmentation
Maria Monzon, Thomas Iff, Ender Konukoglu et al.
CountXplain: Interpretable Cell Counting with Prototype-Based Density Map Estimation
Abdurahman Ali Mohammed, Wallapak Tavanapong, Catherine Fonder et al.
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 et al.
Unveiling Differences: A Vision Encoder-Decoder Model for Difference Medical Visual Question Answering
Luis-Jesus Marhuenda, Miquel Obrador-Reina, Mohamed Aas-Alas et al.
Empirical Analysis of Scaling Vision Foundation Models for Chest X-rays
Ahmed Al Mahrooqi, Prateek Munjal, Ronnie Rajan et al.