Papers
Brain Tumor Growth Inversion via Differentiable Neural Surrogates
Jonas Weidner, Lucas Zimmer, Ivan Ezhov et al.
Conditional Learned Reconstruction for Medical Imaging
Nikita Moriakov, George Yiasemis, Jan-Jakob Sonke et al.
TAP-CT: 3D Task-Agnostic Pretraining of Computed Tomography Foundation Models
Tim Veenboer, George Yiasemis, Eric Marcus et al.
Synthetic Vasculature and Pathology Enhance Vision-Language Model Reasoning
Chenjun Li, Cheng Wan, Laurin Lux et al.
FluenceFormer: Transformer-Driven Multi-Beam Fluence Map Regression for Radiotherapy Planning
Ujunwa Mgboh, Rafi Ibn Sultan, Joshua Kim et al.
Quantitative Pose-Based Analysis of Movement Disorders in Pediatric NGLY1 and SLC13A5 Patients
Chengliang Dai, Phil Scordis, Prathyusha Teeyagura et al.
UM–ProtoShare: UNet-Guided, Multi-scale Shared Prototypes for Interpretable Brain Tumour Classification Using Multi-sequence 3D MRI
Ali Golbaf, Vivek Singh, Swen Gaudl et al.
Topological-Aware Regularization for Semi-Supervised Intracranial Aneurysm Vessel Segmentation
Feiyang Xiao, Yichi Zhang, Xigui Li et al.
Vector Quantization for Reversed Disease Progression: Further Investigations
Chih-Chieh Chen, Chang-Fu Kuo
OmniNet: A Multi-Modality Neural Network for Robust Remote Respiratory Rate Measurement from Facial Video
Tsai-Ni Lin, An-Sheng Liu, Li-Chen Fu
StainNet: Scaling Self-Supervised Foundation Models on Immunohistochemistry and Special Stains for Computational Pathology
Jiawen Li, Jiali Hu, Xitong Ling et al.
Context-Aware Patch Representations for Multiple Instance Learning
Andreas Lolos, Theofilos Christodoulou, Aris L. Moustakas et al.
SCR$^2$-ST: Combine Single Cell with Spatial Transcriptomics for Efficient Active Sampling via Reinforcement Learning
Junchao Zhu, Ruining Deng, Junlin Guo et al.
MetaVoxel: Joint Diffusion Modeling of Imaging and Clinical Metadata
Yihao Liu, Chenyu Gao, Lianrui Zuo et al.
SoftCAM: Making black box models self-explainable for medical image analysis
Kerol Djoumessi, Philipp Berens
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 et al.
Orientation Normalization of Multi-Stain Skin Tissue Cross-Sections
Ema Topolnjak, Evi Paulides, Willeke A. M. Blokx et al.
DIST-CLIP: Arbitrary Metadata and Image Guided MRI Harmonization via Disentangled Anatomy-Contrast Representations
Mehmet Yigit Avci, Pedro Borges, Virginia Fernandez et al.
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 et al.
D$^2$-Former: Mixture-Of-Experts Guided Dual Transformer for Multi-Scale Medical Image Segmentation
Md Sohag Mia, Aya Taourirte, Muhammad Abdullah Adnan et al.