conftrace_

MIDL 2026

221 papers

DiffTAC: Temporal-Conditioned Latent Diffusion with Integrated Attention for Intermediate Frame Generation and Temporal Super-Resolution in Cardiac MRI

Shilajit Banerjee, Aniruddha Sinha

LabelG: Consistent Pairwise 3D CT Image and Segmentation Mask Generation via Medical Foundation Models

Lu-Yan Wang, Tzung-Dau Wang, Shang-Hong Lai

RVO-MIS: Robust Visual Odometry for Minimally Invasive Surgery

Zhuo Wang, Chiang-Heng Chien, Eungjoo Lee

Seeing Down the Line: Endoscopic Reconstruction with Centerline Constraints

Andrea Dunn Beltran, Romain Hardy, Pranav Rajpurkar

Concept Complement Bottleneck Model for Interpretable Medical Image Diagnosis

Hongmei Wang, Junlin Hou, Sunan He, Shu Yang, Hao Chen

Orientation Normalization of Multi-Stain Skin Tissue Cross-Sections

Ema Topolnjak, Evi Paulides, Willeke A. M. Blokx, Mitko Veta, Ruben T. Lucassen

DIST-CLIP: Arbitrary Metadata and Image Guided MRI Harmonization via Disentangled Anatomy-Contrast Representations

Mehmet Yigit Avci, Pedro Borges, Virginia Fernandez, Paul Wright, Mehmet Yigitsoy

OxEnsemble: Fair Ensembles for Low-Data Classification

Jonathan Rystrøm, Zihao Fu, Chris Russell

PAGET: Hierarchical Multi-Teacher Knowledge Distillation for Comprehensive Tumor Microenvironment Segmentation

Daisuke Komura, Maki Takao, Mieko Ochi, Takumi Onoyama, Hiroto Katoh

D$^2$-Former: Mixture-Of-Experts Guided Dual Transformer for Multi-Scale Medical Image Segmentation

Md Sohag Mia, Aya Taourirte, Muhammad Abdullah Adnan, Wenlong Ming

Machine-Learning Based Detection of Coronary Artery Calcification Using Synthetic Chest X-Rays

Dylan Saeed, Ramtin Gharleghi, Susann Beier, Sonit Singh

FunnyNodules: A Customizable Medical Dataset Tailored for Evaluating Explainable AI

Luisa Gallée, Yiheng Xiong, Meinrad Beer, Michael Götz

CARE: Confidence-aware Ratio Estimation for Medical Biomarkers

Jiameng Li, Teodora Popordanoska, Aleksei Tiulpin, Sebastian G. Gruber, Frederik Maes

GeoReg: Direct biplanar DSA-to-CTA registration with geodesic consistency for acute ischemic stroke

Rudolf L. M. van Herten, Robert Graf, Felix Bitzer, Jan S. Kirschke, Johannes C. Paetzold

Simplex-Aligned Diffusion with Cross-Granularity Interaction for Robust Medical Image Classification

Chao Wu, Mingchen Gao

Cross-Domain Semi-Supervised Organ Detection

Nian Li, Morteza Ghahremani, Bailiang Jian, Pascual Tejero Cervera, Benedikt Wiestler

Multimodal Assessment of Pancreatic Cancer Resectability Using Deep Learning

Vincent Ochs, Christoph Kuemmerli, Florentin Bieder, Julia Wolleb, Joël L. Lavanchy

MedFuncta: A Unified Framework for Learning Efficient Medical Neural Fields

Paul Friedrich, Florentin Bieder, Julian McGinnis, Julia Wolleb, Daniel Rueckert

Beyond Machine Interpretation: Learning from Expert Over-Reads Improves ECG Diagnosis

Sunwoo Kwak, Fengbei Liu, Nusrat B. Nizam, Ilan Richter, Nir Uriel

Style Content Decomposition-based Data Augmentation for Domain Generalizable Medical Image Segmentation

Zhiqiang Shen, Peng Cao, Jinzhu Yang, Osmar R. Zaiane, Zhaolin Chen

Beyond Classification: Elaborating Network Predictions for Better Weakly Supervised Quantization

Chih-Chieh Chen, Chang-Fu Kuo