Papers
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.
Zero-shot capability of 2D SAM-family models for bone segmentation in CT scans
Caroline Magg, Clara I. Sánchez, Hoel Kervadec
Histopathology Image Report Generation by Vision Language Model with Multimodal In-Context Learning
Shih-Wen Liu, Hsuan-Yu Fan, Wei-Ta Chu et al.
Scaling Supervision for Free: Leveraging Universal Segmentation Models for Enhanced Medical Image Diagnosis
Yingtai Li, Shuai Ming, Haoran Lai et al.
Contrastive Patient-level Pretraining Enables Longitudinal and Multimodal Fusion for Lung Cancer Risk Prediction
Thomas Li, Lianrui Zuo, Yihao Liu et al.
PCA-YOLO: A Small Liver Tumor Detection Model with Patch-Contrastive Attention
Xueyang Li, Han Xiao, Zongpeng Weng et al.
Causal PETS: Causality-Informed PET Synthesis from Multi-modal Data
Yujia Li, Han Li, S Kevin Zhou
Mapping Functional Language Areas with non-Functional Brain MRI
Omri Leshem, Atira Sara Bick, Nahum Kiryati et al.
Adversarial Perturbations Improve Generalization of Confidence Prediction in Medical Image Segmentation
Jonathan Lennartz, Thomas Schultz
Sequence models for continuous cell cycle stage prediction from brightfield images
Louis-Alexandre Leger, Maxine Leonardi, Andrea Salati et al.
A Balancing Act: Optimizing Classification and Retrieval in Cross-Modal Vision Models
Judith Lefkes, Clément Grisi, Geert Litjens
LUV-Net: Multi-Pattern Lung Ultrasound Video Classification through Pattern-Specific Attention with Efficient Temporal Feature Extraction
Jung Hoon Lee, Changi Kim, Jinwoo Lee et al.
Synthetic Data Generated from CT Scans for Patient Pose Assessment
Manuel Laufer, Dominik Mairhöfer, Malte Sieren et al.
Prostate Cancer Detection in Bi-Parametric MRI using Zonal Anatomy-Guided U-Mamba with Multi-Task Learning
Michael S. Larsen, Syed Farhan Abbas, Gabriel Kiss et al.
PRISM: High-Resolution & Precise Counterfactual Medical Image Generation using Language-guided Stable Diffusion
Amar Kumar, Anita Kriz, Mohammad Havaei et al.
Towards Resource-Efficient Streaming of Large-Scale Medical Image Datasets for Deep Learning
Pranav Kulkarni, Adway Kanhere, Eliot Siegel et al.
Self-Supervised Synthetic Cerebral Vessel Tree Generation using Semantic Signed Distance Fields
Thijs P. Kuipers, Praneeta R. Konduri, Erik J Bekkers et al.
Anatomy-Guided Multi-Path CycleGAN for Lung CT Kernel Harmonization
Aravind Krishnan, Thomas Li, Lucas Walker Remedios et al.
HIEGNet: A Heterogenous Graph Neural Network Including the Immune Environment in Glomeruli Classification
Niklas Kormann, Masoud Ramuz, Zeeshan Nisar et al.
I2I-Galip: Unsupervised Medical Image Translation Using Generative Adversarial CLIP
Yilmaz Korkmaz, Vishal M. Patel
MORPH-LER: Log-Euclidean Regularization for Population-Aware Image Registration
Mokshagna Sai Teja Karanam, Krithika Iyer, Sarang Joshi et al.
Unsupervised Cellular Anomaly Detection in Toxicological Histopathology
Saketh Juturu, Geetank Raipuria, Raghav Amaravadi et al.