Title
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 28 2 0 04 Oct 2023
Fetal-BET: Brain Extraction Tool for Fetal MRI Razieh Faghihpirayesh Davood Karimi Deniz Erdoğmuş Ali Gholipour 57 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 Choi Harini Veeraraghavan MedIm 72 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 49 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 47 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 45 4 0 22 Sep 2023
AutoPET Challenge 2023: Sliding Window-based Optimization of U-Net Matthias Hadlich Zdravko Marinov Rainer Stiefelhagen 53 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 88 7 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 21 16 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 77 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 33 6 0 23 Aug 2023
Can ultrasound confidence maps predict sonographers' labeling variability? Vanessa Gonzalez Duque Leonhard Zirus Yordanka Velikova Nassir Navab Diana Mateus 104 0 0 18 Aug 2023
Prediction of post-radiotherapy recurrence volumes in head and neck squamous cell carcinoma using 3D U-Net segmentation Denis Kutnár I. Vogelius K. Håkansson Jens Petersen J. Friborg L. Specht M. Bernsdorf A. Gothelf C. Kristensen Abraham George Smith 37 0 0 16 Aug 2023
The minimal computational substrate of fluid intelligence Amy Nelson J. Mole Guilherme Pombo Robert J. Gray James K. Ruffle E. Chan Geraint Rees L. Cipolotti P. Nachev 60 0 0 14 Aug 2023
ConDistFL: Conditional Distillation for Federated Learning from Partially Annotated Data Pochuan Wang Chen Shen Weichung Wang M. Oda C. Fuh Kensaku Mori H. Roth FedML 29 5 0 08 Aug 2023
Multi-layer Aggregation as a key to feature-based OOD detection Benjamin Lambert Florence Forbes Senan Doyle M. Dojat 63 6 0 28 Jul 2023
TriadNet: Sampling-free predictive intervals for lesional volume in 3D brain MR images Benjamin Lambert Florence Forbes Senan Doyle M. Dojat MedIm 67 4 0 28 Jul 2023
Generative AI for Medical Imaging: extending the MONAI Framework W. H. Pinaya M. Graham E. Kerfoot Petru-Daniel Tudosiu J. Dafflon ... Andrew Feng Marc Modat P. Nachev Sebastien Ourselin M. Jorge Cardoso SyDa MedIm 98 71 0 27 Jul 2023
MIM-OOD: Generative Masked Image Modelling for Out-of-Distribution Detection in Medical Images Sergio Naval Marimont Vasilis Siomos G. Tarroni 49 1 0 27 Jul 2023
COLosSAL: A Benchmark for Cold-start Active Learning for 3D Medical Image Segmentation Han Liu Hao Li Xing Yao Yubo Fan Dewei Hu Benoit M. Dawant V. Nath Zhoubing Xu I. Oguz VLM 75 10 0 22 Jul 2023
AnyStar: Domain randomized universal star-convex 3D instance segmentation Neel Dey S. M. Abulnaga Benjamin Billot Esra Abaci Turk P. E. Grant Adrian Dalca Polina Golland MedIm 88 14 0 13 Jul 2023
Ariadne's Thread:Using Text Prompts to Improve Segmentation of Infected Areas from Chest X-ray images Yishan Zhong Mengqiu Xu Kongming Liang Kaixin Chen Ming Wu 63 20 0 08 Jul 2023
Unsupervised 3D out-of-distribution detection with latent diffusion models M. Graham W. H. Pinaya P. Wright Petru-Daniel Tudosiu Y. Mah ... H. Jäger D. Werring P. Nachev Sebastien Ourselin M. Jorge Cardoso DiffM MedIm 82 11 0 07 Jul 2023
ARHNet: Adaptive Region Harmonization for Lesion-aware Augmentation to Improve Segmentation Performance Jiayu Huo Yang Liu Xiaoyun Ouyang Alejandro Granados Sebastien Ourselin Rachel Sparks 80 4 0 02 Jul 2023
Deep Learning Framework with Multi-Head Dilated Encoders for Enhanced Segmentation of Cervical Cancer on Multiparametric Magnetic Resonance Imaging R. Kalantar S. Curcean J. Winfield Gigin Lin C. Messiou M. Blackledge D. Koh MedIm 59 3 0 19 Jun 2023
EfficientBioAI: Making Bioimaging AI Models Efficient in Energy, Latency and Representation Yu Zhou Justin Sonneck Sweta Banerjee Stefanie Dorr Anika Gruneboom Kristina Lorenz Jianxu Chen MedIm 60 3 0 09 Jun 2023
PulseNet: Deep Learning ECG-signal classification using random augmentation policy and continous wavelet transform for canines Andre Dourson R. Santilli F. Marchesotti Jennifer Schneiderman Oliver Roman Stiel ... Michael Fitzke Norbert Sithirangathan Emil Walleser Xiaoli Qiao Mark Parkinson 58 1 0 17 May 2023
Raidionics: an open software for pre- and postoperative central nervous system tumor segmentation and standardized reporting D. Bouget Demah Alsinan V. Gaitan Ragnhild Holden Helland André Pedersen O. Solheim Ingerid Reinertsen 74 9 0 28 Apr 2023
COSST: Multi-organ Segmentation with Partially Labeled Datasets Using Comprehensive Supervisions and Self-training Han Liu Zhoubing Xu Riqiang Gao Hao Li Jiadong Wang G. Chabin I. Oguz Sasa Grbic 103 17 0 27 Apr 2023
Learning Task-Specific Strategies for Accelerated MRI Zihui Wu Tianwei Yin Yu Sun R. Frost A. Kouwe Adrian Dalca Katherine Bouman 60 4 0 25 Apr 2023
SAMM (Segment Any Medical Model): A 3D Slicer Integration to SAM Yihao Liu Jiaming Zhang Zhangcong She Amir Kheradmand Mehran Armand VLM 109 41 0 12 Apr 2023
Slideflow: Deep Learning for Digital Histopathology with Real-Time Whole-Slide Visualization J. Dolezal S. Kochanny E. Dyer Andrew Srisuwananukorn Matteo Sacco Frederick M. Howard Anran Li Prajval Mohan Alexander T. Pearson MedIm 108 28 0 09 Apr 2023
MedGen3D: A Deep Generative Framework for Paired 3D Image and Mask Generation Kun Han Yifeng Xiong Chenyu You Pooya Khosravi Shanlin Sun Xiangyi Yan James Duncan Xiaohui Xie MedIm DiffM 85 22 0 08 Apr 2023
Domain Generalization with Adversarial Intensity Attack for Medical Image Segmentation Zheyu Zhang Bin Wang Lanhong Yao Ugur Demir Debesh Jha I. Turkbey Boqing Gong Ulas Bagci AAML MedIm OOD 81 11 0 05 Apr 2023
BugNIST -- a Large Volumetric Dataset for Object Detection under Domain Shift Patrick M. Jensen Anders B. Dahl Carsten Gundlach Rebecca J Engberg H. Kjer Vedrana Andersen Dahl 54 1 0 04 Apr 2023
Boosting Convolution with Efficient MLP-Permutation for Volumetric Medical Image Segmentation Yi Lin Xiao Fang Dong Zhang Kwang-Ting Cheng Hao Chen MedIm 230 4 0 23 Mar 2023
Self-Supervised CSF Inpainting with Synthetic Atrophy for Improved Accuracy Validation of Cortical Surface Analyses Jiacheng Wang Kathleen E. Larson I. Oguz MedIm 84 0 0 10 Mar 2023
Generative AI for Rapid Diffusion MRI with Improved Image Quality, Reliability and Generalizability Amir Sadikov Xinlei Pan Hannah L Choi Lanya T. Cai P. Mukherjee DiffM MedIm 51 2 0 10 Mar 2023
DECOR-NET: A COVID-19 Lung Infection Segmentation Network Improved by Emphasizing Low-level Features and Decorrelating Features Jiesi Hu Yanwu Yang Xutao Guo Tingxia Ma 48 3 0 28 Feb 2023
DeepBrainPrint: A Novel Contrastive Framework for Brain MRI Re-Identification Lemuel Puglisi F. Barkhof Daniel C. Alexander Geoffrey J. M. Parker Arman Eshaghi D. Ravì 49 1 0 25 Feb 2023
A Deep Learning-Based and Fully Automated Pipeline for Regurgitant Mitral Valve Anatomy Analysis from 3D Echocardiography Riccardo Munafò S. Saitta G. Ingallina P. Denti F. Maisano E. Agricola A. Redaelli E. Votta 31 0 0 21 Feb 2023
A Review of the Role of Causality in Developing Trustworthy AI Systems Niloy Ganguly Dren Fazlija Maryam Badar M. Fisichella Sandipan Sikdar ... Koustav Rudra Manolis Koubarakis Gourab K. Patro W. Z. E. Amri Wolfgang Nejdl CML 85 26 0 14 Feb 2023
A Generalized Surface Loss for Reducing the Hausdorff Distance in Medical Imaging Segmentation A. Celaya B. Rivière David T. Fuentes MedIm 55 9 0 08 Feb 2023
SegViz: A federated-learning based framework for multi-organ segmentation on heterogeneous data sets with partial annotations Adway U. Kanhere Pranav Kulkarni Paul H. Yi V. Parekh FedML 52 1 0 17 Jan 2023
An overview of open source Deep Learning-based libraries for Neuroscience Louis Fabrice Tshimanga Manfredo Atzori Federico Del Pup M. Corbetta OOD 50 5 0 19 Dec 2022
UNETR++: Delving into Efficient and Accurate 3D Medical Image Segmentation Abdelrahman M. Shaker Muhammad Maaz H. Rasheed Salman Khan Ming-Hsuan Yang Fahad Shahbaz Khan MedIm 132 159 0 08 Dec 2022
Open-Source Skull Reconstruction with MONAI Jianning Li André Ferreira B. Puladi Victor Alves Michael Kamp Moon S. Kim F. Nensa Jens Kleesiek Seyed-Ahmad Ahmadi Jan Egger 42 2 0 25 Nov 2022
NVIDIA FLARE: Federated Learning from Simulation to Real-World H. Roth Yan Cheng Yuhong Wen Isaac Yang Ziyue Xu ... Daguang Xu Nic Ma Prerna Dogra Mona G. Flores Andrew Feng FedML AI4CE 97 101 0 24 Oct 2022
medigan: a Python library of pretrained generative models for medical image synthesis Richard Osuala Grzegorz Skorupko Noussair Lazrak Lidia Garrucho E. García ... Michael Rutherford Fred Prior Kaisar Kushibar Oliver Díaz Karim Lekadir LM&MA MedIm 71 23 0 28 Sep 2022
Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration Yiwen Li Yunguan Fu Iani J. M. B. Gayo Qianye Yang Zhe Min ... Matthew J. Clarkson Henkjan J. Huisman D. Barratt V. Prisacariu Yipeng Hu 70 19 0 12 Sep 2022