Title
Automatic Quantification of Serial PET/CT Images for Pediatric Hodgkin Lymphoma Patients Using a Longitudinally-Aware Segmentation Network Xin Tie Muheon Shin Changhee Lee Scott B. Perlman Zachary Huemann ... K. McCarten Adina L. Alazraki Junjie Hu Steve Y. Cho Tyler J. Bradshaw 26 1 0 12 Apr 2024
LHU-Net: A Light Hybrid U-Net for Cost-Efficient, High-Performance Volumetric Medical Image Segmentation Yousef Sadegheih Afshin Bozorgpour Pratibha Kumari Reza Azad Dorit Merhof 55 3 0 07 Apr 2024
Investigation of Energy-efficient AI Model Architectures and Compression Techniques for "Green" Fetal Brain Segmentation Szymon Mazurek M. Pytlarz Sylwia Malec A. Crimi 31 0 0 03 Apr 2024
FetalDiffusion: Pose-Controllable 3D Fetal MRI Synthesis with Conditional Diffusion Model Molin Zhang Polina Golland P. E. Grant E. Adalsteinsson MedIm 35 0 0 29 Mar 2024
Artifact Reduction in 3D and 4D Cone-beam Computed Tomography Images with Deep Learning -- A Review Mohammadreza Amirian Daniel Barco Ivo Herzig Frank-Peter Schilling MedIm 19 6 0 27 Mar 2024
Instantaneous Visual Analysis of Blood Flow in Stenoses Using Morphological Similarity P. Eulzer K. Richter A. Hundertmark Ralph Wickenhöfer Carsten Klingner K. Lawonn 11 0 0 25 Mar 2024
SYNCS: Synthetic Data and Contrastive Self-Supervised Training for Central Sulcus Segmentation Vladyslav Zalevskyi Kristoffer Hougaard Madsen 16 0 0 22 Mar 2024
CathFlow: Self-Supervised Segmentation of Catheters in Interventional Ultrasound Using Optical Flow and Transformers Alex Ranne Liming Kuang Yordanka Velikova Nassir Navab F. R. Y. Baena OOD 26 1 0 21 Mar 2024
Attention-Enhanced Hybrid Feature Aggregation Network for 3D Brain Tumor Segmentation Z. A. Yazici Ilkay Oksuz H. K. Ekenel 18 1 0 15 Mar 2024
Iterative Learning for Joint Image Denoising and Motion Artifact Correction of 3D Brain MRI Lintao Zhang Mengqi Wu Lihong Wang David C. Steffens G. Potter Mingxia Liu MedIm 21 0 0 13 Mar 2024
Average Calibration Error: A Differentiable Loss for Improved Reliability in Image Segmentation Theodore Barfoot Luis C. García-Peraza-Herrera Ben Glocker Tom Vercauteren UQCV 43 3 0 11 Mar 2024
PEPSI: Pathology-Enhanced Pulse-Sequence-Invariant Representations for Brain MRI Peirong Liu O. Puonti Annabel Sorby-Adams W. T. Kimberly Juan Eugenio Iglesias 29 5 0 10 Mar 2024
Semi-weakly-supervised neural network training for medical image registration Yiwen Li Yunguan Fu Iani J. M. B. Gayo Qianye Yang Zhe Min ... M. Emberton Matthew J. Clarkson D. Barratt V. Prisacariu Yipeng Hu 6 0 0 16 Feb 2024
Automated Classification of Body MRI Sequence Type Using Convolutional Neural Networks Kimberly Helm T. Mathai Boah Kim Pritam Mukherjee Jianfei Liu Ronald M. Summers 21 5 0 12 Feb 2024
Copycats: the many lives of a publicly available medical imaging dataset Amelia Jiménez-Sánchez Natalia-Rozalia Avlona Dovile Juodelyte Théo Sourget Caroline Vang-Larsen Anna Rogers Hubert Dariusz Zajkac V. Cheplygina 27 0 0 09 Feb 2024
3D Volumetric Super-Resolution in Radiology Using 3D RRDB-GAN Juhyung Ha Nian Wang Surendra Maharjan Xuhong Zhang MedIm 19 3 0 06 Feb 2024
Architecture Analysis and Benchmarking of 3D U-shaped Deep Learning Models for Thoracic Anatomical Segmentation Arash Harirpoush Amir Rasoulian Marta Kersten-Oertel Yiming Xiao 3DV 6 0 0 05 Feb 2024
SegmentAnyBone: A Universal Model that Segments Any Bone at Any Location on MRI Han Gu R. Colglazier Haoyu Dong Jikai Zhang Yaqian Chen ... Jisoo Lee Brandon Ramirez Darui Lu Jay M. Levin Maciej Mazurowski 40 8 0 23 Jan 2024
3DTINC: Time-Equivariant Non-Contrastive Learning for Predicting Disease Progression from Longitudinal OCTs T. Emre A. Chakravarty Antoine Rivail Dmitrii Lachinov Oliver Leingang ... S. Sivaprasad Daniel Rueckert A. Lotery U. Schmidt-Erfurth Hrvoje Bogunović MedIm 27 3 0 28 Dec 2023
Large-scale Long-tailed Disease Diagnosis on Radiology Images Qiaoyu Zheng Weike Zhao Chaoyi Wu Xiaoman Zhang Lisong Dai Hengyu Guan Yuehua Li Ya-Qin Zhang Yanfeng Wang Weidi Xie LM&MA MedIm 32 5 0 26 Dec 2023
RadEdit: stress-testing biomedical vision models via diffusion image editing Fernando Pérez-García Sam Bond-Taylor Pedro P. Sanchez B. V. Breugel Daniel Coelho De Castro ... M. Lungren A. Nori Javier Alvarez-Valle Ozan Oktay Maximilian Ilse MedIm 43 8 0 20 Dec 2023
From Whole-slide Image to Biomarker Prediction: A Protocol for End-to-End Deep Learning in Computational Pathology Omar S. M. El Nahhas M. Treeck Georg Wolflein Michaela Unger M. Ligero ... K. J. Hewitt Firas Khader S. Foersch Daniel Truhn Jakob Nikolas Kather 14 6 0 18 Dec 2023
High-Resolution Maps of Left Atrial Displacements and Strains Estimated with 3D CINE MRI and Unsupervised Neural Networks C. Galazis Samuel Shepperd Emma Brouwer Sandro Queirós E. Alskaf M. Anjari A. Chiribiri Jack Lee Anil A. Bharath Marta Varela 30 0 0 14 Dec 2023
Panoptica -- instance-wise evaluation of 3D semantic and instance segmentation maps Florian Kofler Hendrik Möller Josef A. Buchner Ezequiel de la Rosa Ivan Ezhov ... Stefan K. Ehrlich Annika Reinke Bjoern H. Menze Benedikt Wiestler Marie Piraud ISeg 22 7 0 05 Dec 2023
Brain-ID: Learning Contrast-agnostic Anatomical Representations for Brain Imaging Peirong Liu O. Puonti Xiaoling Hu Daniel C. Alexander Juan Eugenio Iglesias MedIm OOD 34 7 0 28 Nov 2023
Seeing Beyond Cancer: Multi-Institutional Validation of Object Localization and 3D Semantic Segmentation using Deep Learning for Breast MRI Arda Pekis Vignesh Kannan Evandros Kaklamanos Anu Antony Snehal Patel Tyler Earnest 21 6 0 27 Nov 2023
RAISE -- Radiology AI Safety, an End-to-end lifecycle approach M. Jorge Cardoso Julia Moosbauer Tessa S. Cook B. S. Erdal Brad W. Genereaux ... Elanchezhian Somasundaram Ronald M. Summers Khaled Younis Sebastien Ourselin Franz MJ Pfister 22 1 0 24 Nov 2023
Sliding Window FastEdit: A Framework for Lesion Annotation in Whole-body PET Images Matthias Hadlich Zdravko Marinov Moon S. Kim Enrico Nasca Jens Kleesiek Rainer Stiefelhagen MedIm 32 3 0 24 Nov 2023
Deep Learning for Vascular Segmentation and Applications in Phase Contrast Tomography Imaging Ekin Yagis S. Aslani Yashvardhan Jain Yang Zhou Shahrokh Rahmani ... M. Ackermann D. Jonigk Paul Tafforeau Peter D Lee Claire L. Walsh 37 4 0 22 Nov 2023
Swin UNETR++: Advancing Transformer-Based Dense Dose Prediction Towards Fully Automated Radiation Oncology Treatments Kuancheng Wang Hai Siong Tan R. Mcbeth 17 2 0 11 Nov 2023
Predicting Age from White Matter Diffusivity with Residual Learning Chenyu Gao Michael E. Kim Ho Hin Lee Qi Yang N. Khairi ... Katherine D. Van Schaik K. Schilling Daniel Moyer Ivana Isgum Bennett A. Landman MedIm 20 2 0 06 Nov 2023
Automatic Aorta Segmentation with Heavily Augmented, High-Resolution 3-D ResUNet: Contribution to the SEG.A Challenge Marek Wodzinski Henning Muller MedIm 20 3 0 24 Oct 2023
EMIT-Diff: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model Zheyu Zhang Lanhong Yao Bin Wang Debesh Jha Elif Keles A. Medetalibeyoğlu Ulas Bagci MedIm 40 10 0 19 Oct 2023
TRUSTED: The Paired 3D Transabdominal Ultrasound and CT Human Data for Kidney Segmentation and Registration Research William Ndzimbong Cyril Fourniol Loic Themyr Nicolas Thome Yvonne Keeza ... J. Marescaux Daniel George Didier Mutter Alexandre Hostettler Toby Collins 21 0 0 19 Oct 2023
Studying the Effects of Sex-related Differences on Brain Age Prediction using brain MR Imaging Mahsa Dibaji Neha Gianchandani Akhil Nair Mansi Singhal Roberto Souza Mariana P. Bento 15 2 0 17 Oct 2023
A voxel-level approach to brain age prediction: A method to assess regional brain aging Neha Gianchandani Mahsa Dibaji Johanna Ospel Fernando Vega Higuera Mariana P. Bento M. E. MacDonald Roberto Souza 11 2 0 17 Oct 2023
SAM-OCTA: Prompting Segment-Anything for OCTA Image Segmentation Xinrun Chen Chengliang Wang Haojian Ning Shiying Li Mei Shen 28 5 0 11 Oct 2023
BeSt-LeS: Benchmarking Stroke Lesion Segmentation using Deep Supervision Prantik Deb Lalith Bharadwaj Baru Kamalaker Dadi Bapi Raju 14 4 0 10 Oct 2023
A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision Transformers Matteo Bastico David Ryckelynck Laurent Corté Yannick Tillier Etienne Decencière MedIm ViT 34 2 0 09 Oct 2023
All Sizes Matter: Improving Volumetric Brain Segmentation on Small Lesions Ayhan Can Erdur Daniel Scholz Josef A. Buchner Stephanie E. Combs Daniel Rueckert J. Peeken 11 2 0 04 Oct 2023
Fetal-BET: Brain Extraction Tool for Fetal MRI Razieh Faghihpirayesh Davood Karimi Deniz Erdoğmuş Ali Gholipour 20 4 0 02 Oct 2023
Self-distilled Masked Attention guided masked image modeling with noise Regularized Teacher (SMART) for medical image analysis Jue Jiang Aneesh Rangnekar Chloe Min Seo Choi H. Veeraraghavan MedIm 16 0 0 02 Oct 2023
AiAReSeg: Catheter Detection and Segmentation in Interventional Ultrasound using Transformers Alex Ranne Yordanka Velikova Nassir Navab F. R. Y. Baena MedIm 31 3 0 25 Sep 2023
Generalized Dice Focal Loss trained 3D Residual UNet for Automated Lesion Segmentation in Whole-Body FDG PET/CT Images Shadab Ahamed Arman Rahmim 3DPC MedIm 8 2 0 24 Sep 2023
Interpretable 3D Multi-Modal Residual Convolutional Neural Network for Mild Traumatic Brain Injury Diagnosis Hanem Ellethy Viktor Vegh Shekhar S. Chandra 20 4 0 22 Sep 2023
AutoPET Challenge 2023: Sliding Window-based Optimization of U-Net Matthias Hadlich Zdravko Marinov Rainer Stiefelhagen 12 2 0 21 Sep 2023
Comprehensive analysis of synthetic learning applied to neonatal brain MRI segmentation R. Valabregue F. Girka A. Pron F. Rousseau G. Auzias 34 6 0 11 Sep 2023
Open and reusable deep learning for pathology with WSInfer and QuPath Jakub R. Kaczmarzyk Alan O'Callaghan Fiona Inglis Tahsin M. Kurc Rajarsi R. Gupta Erich Bremer Peter Bankhead Joel H. Saltz MedIm 6 13 0 08 Sep 2023
Reframing the Brain Age Prediction Problem to a More Interpretable and Quantitative Approach Neha Gianchandani Mahsa Dibaji M. Bento Ethan MacDonald Roberto Souza FAtt MedIm 21 0 0 23 Aug 2023
Anisotropic Hybrid Networks for liver tumor segmentation with uncertainty quantification Benjamin Lambert P. Roca Florence Forbes Senan Doyle M. Dojat 11 5 0 23 Aug 2023