Title
CF-Seg: Counterfactuals meet Segmentation Raghav Mehta Fabio De Sousa Ribeiro Tian Xia Mélanie Roschewitz Ainkaran Santhirasekaram Dominic C. Marshall Ben Glocker 7 0 0 19 Jun 2025
BOTM: Echocardiography Segmentation via Bi-directional Optimal Token Matching Zhihua Liu Lei Tong Xilin He Che Liu Rossella Arcucci Chen Jin Huiyu Zhou 176 0 0 23 May 2025
Multi-Disease-Aware Training Strategy for Cardiac MR Image Segmentation Hong Zheng Yucheng Chen Nan Mu Xiaoning Li 144 0 0 23 Mar 2025
Evaluating Global Geo-alignment for Precision Learned Autonomous Vehicle Localization using Aerial Data Yi Yang Xuran Zhao H. C. Zhao Shumin Yuan Samuel M. Bateman Tiffany A. Huang Chris Beall Will Maddern 120 0 0 18 Mar 2025
Motion-enhancement to Echocardiography Segmentation via Inserting a Temporal Attention Module: An Efficient, Adaptable, and Scalable Approach M. Hasan Guang Yang Choon Hwai Yap 86 0 0 28 Jan 2025
Automatic Left Ventricular Cavity Segmentation via Deep Spatial Sequential Network in 4D Computed Tomography Studies Yuyu Guo Lei Bi Zhengbin Zhu David Dagan Feng Ruiyan Zhang Qian Wang Jinman Kim 160 0 0 17 Dec 2024
Constrained Recurrent Bayesian Forecasting for Crack Propagation Sara Yasmine Ouerk Olivier Vo Van Mouadh Yagoubi 78 0 0 18 Oct 2024
TL-PCA: Transfer Learning of Principal Component Analysis Sharon Hendy Yehuda Dar 273 1 0 14 Oct 2024
Efficient Semantic Diffusion Architectures for Model Training on Synthetic Echocardiograms D. Stojanovski Mariana da Silva P. Lamata A. Beqiri Alberto Gomez MedIm DiffM 52 2 0 28 Sep 2024
Semi-overcomplete convolutional auto-encoder embedding as shape priors for deep vessel segmentation Amine Sadikine Bogdan Badic Jean-Pierre Tasu V. Noblet D. Visvikis Pierre-Henri Conze 57 3 0 19 Sep 2024
Deep vessel segmentation with joint multi-prior encoding Amine Sadikine Bogdan Badic Enzo Ferrante V. Noblet Pascal Ballet D. Visvikis Pierre-Henri Conze MedIm 18 0 0 18 Sep 2024
Geo-UNet: A Geometrically Constrained Neural Framework for Clinical-Grade Lumen Segmentation in Intravascular Ultrasound Yiming Chen N. S. D'Souza Akshith Mandepally Patrick Henninger Satyananda Kashyap ... Marcos Zachary Raed Rizq Paul Chouinard Polina Golland Tanveer Syeda-Mahmood 41 0 0 09 Aug 2024
Methodological Explainability Evaluation of an Interpretable Deep Learning Model for Post-Hepatectomy Liver Failure Prediction Incorporating Counterfactual Explanations and Layerwise Relevance Propagation: A Prospective In Silico Trial Xian Zhong Zohaib Salahuddin Yi Chen Henry C. Woodruff H. Long ... Lili Chen Dongming Li Xiaoyan Xie Manxia Lin Philippe Lambin 86 2 0 07 Aug 2024
FUNAvg: Federated Uncertainty Weighted Averaging for Datasets with Diverse Labels Malte Tolle Fernando Navarro Sebastian Eble Ivo Wolf Bjoern Menze Sandy Engelhardt FedML 71 1 0 10 Jul 2024
Anatomy-guided Pathology Segmentation A. Jaus C. Seibold Simon Reiß Lukas Heine Anton Schily Moon Kim F. Bahnsen Ken Herrmann Rainer Stiefelhagen Jens Kleesiek MedIm 62 3 0 08 Jul 2024
OralBBNet: Spatially Guided Dental Segmentation of Panoramic X-Rays with Bounding Box Priors Devichand Budagam Azamat Zhanatuly Imanbayev Sayan Ghosh Anuj Shrivastav Azamat Zhanatuly Imanbayev Iskander Akhmetov 28 2 0 06 Jun 2024
Anatomically-aware Uncertainty for Semi-supervised Image Segmentation V. SukeshAdiga Jose Dolz H. Lombaert UQCV 80 26 0 24 Oct 2023
Deep Conditional Shape Models for 3D cardiac image segmentation Athira J. Jacob Puneet Sharma Daniel Rückert 3DV 75 3 0 16 Oct 2023
Volumetric Medical Image Segmentation via Scribble Annotations and Shape Priors Qiuhui Chen Haiying Lyu Xinyue Hu Yong Lu Yi Hong 61 0 0 12 Oct 2023
Machine Learning for Automated Mitral Regurgitation Detection from Cardiac Imaging K. Xiao Erik Learned-Miller E. Kalogerakis J. Priest M. Fiterau 30 0 0 07 Oct 2023
A Framework for Interpretability in Machine Learning for Medical Imaging Alan Q. Wang Batuhan K. Karaman Heejong Kim Jacob Rosenthal Rachit Saluja Sean I. Young M. Sabuncu AI4CE 128 13 0 02 Oct 2023
Towards Robust Cardiac Segmentation using Graph Convolutional Networks G. V. D. Vyver Sarina Thomas Guy Ben-Yosef S. Olaisen H˚avard Dalen L. Løvstakken Erik Smistad 45 4 0 02 Oct 2023
Semi-supervised Instance Segmentation with a Learned Shape Prior Long Chen Weiwen Zhang Yuli Wu M. Strauch Dorit Merhof 3DPC 60 8 0 09 Sep 2023
Multi-scale, Data-driven and Anatomically Constrained Deep Learning Image Registration for Adult and Fetal Echocardiography M. Hasan Haobo Zhu Guang Yang Choon Hwai Yap 80 1 0 02 Sep 2023
Quantification of Predictive Uncertainty via Inference-Time Sampling Katarína Tóthová Lubor Ladicky D. Thul Marc Pollefeys E. Konukoglu UQCV 45 0 0 03 Aug 2023
Cross-dimensional transfer learning in medical image segmentation with deep learning Hicham Messaoudi Ahror Belaid Douraied BEN SALEM Pierre-Henri Conze MedIm 91 27 0 29 Jul 2023
Multi-class point cloud completion networks for 3D cardiac anatomy reconstruction from cine magnetic resonance images M. Beetz Abhirup Banerjee Julius Ossenberg-Engels Vicente Grau 3DV 47 17 0 17 Jul 2023
Learning normal asymmetry representations for homologous brain structures Duilio Deangeli Emmanuel Iarussi J. Princich M. Bendersky Ignacio Larrabide J. Orlando MedIm 15 0 0 27 Jun 2023
Training Like a Medical Resident: Context-Prior Learning Toward Universal Medical Image Segmentation Yunhe Gao Zhuowei Li Di Liu Mu Zhou Shaoting Zhang Dimitris N. Metaxas MedIm 86 13 0 04 Jun 2023
HALOS: Hallucination-free Organ Segmentation after Organ Resection Surgery Anne-Marie Rickmann Murong Xu Tom Nuno Wolf Oksana P. Kovalenko Christian Wachinger SSeg 58 3 0 14 Mar 2023
Towards more precise automatic analysis: a comprehensive survey of deep learning-based multi-organ segmentation Xiaoyu Liu Linhao Qu Ziyue Xie Jiayue Zhao Yonghong Shi Zhijian Song 65 7 0 01 Mar 2023
A residual dense vision transformer for medical image super-resolution with segmentation-based perceptual loss fine-tuning Jin Zhu Guang Yang Pietro Lio ViT MedIm 80 6 0 22 Feb 2023
Selecting the Best Optimizers for Deep Learning based Medical Image Segmentation Aliasghar Mortazi V. Çiçek Elif Keles Ulas Bagci 57 12 0 05 Feb 2023
Weakly-Supervised 3D Medical Image Segmentation using Geometric Prior and Contrastive Similarity H. Du Qihua Dong Yan Xu J. Liao 70 13 0 04 Feb 2023
Framework Construction of an Adversarial Federated Transfer Learning Classifier Han Yi Tongxuan Bie Tongjiang Yan FedML MedIm 44 0 0 09 Nov 2022
Scoliosis Detection using Deep Neural Network Y. Nguyen 71 1 0 31 Oct 2022
Segmentation of Bruch's Membrane in retinal OCT with AMD using anatomical priors and uncertainty quantification Botond Fazekas Dmitrii Lachinov Guilherme Aresta Julia Mai U. Schmidt-Erfurth Hrvoje Bogunović 37 18 0 26 Oct 2022
Deep Learning in Single-Cell Analysis Dylan Molho Jiayuan Ding Zhaoheng Li Haifang Wen Wenzhuo Tang ... P. Danaher Robert Yang Y. Lei Yuying Xie Jiliang Tang 79 23 0 22 Oct 2022
Artificial Intelligence-Based Image Reconstruction in Cardiac Magnetic Resonance C. Qin Daniel Rueckert 76 3 0 21 Sep 2022
Robust machine learning segmentation for large-scale analysis of heterogeneous clinical brain MRI datasets Benjamin Billot C. Magdamo You Cheng S. Arnold Sudeshna Das Juan Eugenio Iglesias 90 108 0 05 Sep 2022
Source-Free Unsupervised Domain Adaptation with Norm and Shape Constraints for Medical Image Segmentation Satoshi Kondo OOD 90 4 0 03 Sep 2022
FCSN: Global Context Aware Segmentation by Learning the Fourier Coefficients of Objects in Medical Images Y. Jeon Hongfei Yang Mengling Feng 63 3 0 29 Jul 2022
Generalizable multi-task, multi-domain deep segmentation of sparse pediatric imaging datasets via multi-scale contrastive regularization and multi-joint anatomical priors Arnaud Boutillon Pierre-Henri Conze C. Pons Valérie Burdin Bhushan S Borotikar 50 18 0 27 Jul 2022
Deep Statistic Shape Model for Myocardium Segmentation Xiaoling Hu Xiao Chen Yikang Liu Eric Z. Chen Terrence Chen Shanhui Sun 3DPC 118 4 0 21 Jul 2022
$Light-weight spatio-temporal graphs for segmentation and ejection fraction prediction in cardiac ultrasound$ Light-weight spatio-temporal graphs for segmentation and ejection fraction prediction in cardiac ultrasound S. Thomas A. Gilbert Guy Ben-Yosef 40 30 0 06 Jul 2022
A Comprehensive Review on Deep Supervision: Theories and Applications Renjie Li Xinyi Wang Guangtai Huang Wenli Yang Kaining Zhang Xiaodong Gu Son N. Tran Saurabh Garg Jane Elizabeth Alty Quan-wei Bai CLIP 54 12 0 06 Jul 2022
MMGL: Multi-Scale Multi-View Global-Local Contrastive learning for Semi-supervised Cardiac Image Segmentation Ziyuan Zhao Jinxuan Hu Zeng Zeng Xulei Yang Peisheng Qian B. Veeravalli Cuntai Guan 94 18 0 05 Jul 2022
CRISP - Reliable Uncertainty Estimation for Medical Image Segmentation Thierry Judge Olivier Bernard M. Porumb A. Chartsias A. Beqiri Pierre-Marc Jodoin UQCV 61 16 0 15 Jun 2022
Semi-Supervised Segmentation of Mitochondria from Electron Microscopy Images Using Spatial Continuity Yunpeng Xiao Youpeng Zhao Ge Yang 28 3 0 06 Jun 2022
Leveraging Global Binary Masks for Structure Segmentation in Medical Images M. Kazemimoghadam Zi Yang Lin Ma Mingli Chen Weiguo Lu X. Gu 61 1 0 13 May 2022