Title
Can ultrasound confidence maps predict sonographers' labeling variability? Vanessa Gonzalez Duque Leonhard Zirus Yordanka Velikova Nassir Navab Diana Mateus 11 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 8 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 23 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 14 5 0 08 Aug 2023
Multi-layer Aggregation as a key to feature-based OOD detection Benjamin Lambert Florence Forbes Senan Doyle M. Dojat 30 5 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 27 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 40 64 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 26 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 38 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 V. Dalca Polina Golland MedIm 31 10 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 19 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 20 9 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 27 3 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 11 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 8 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 15 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 6 8 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 J. Wang G. Chabin I. Oguz Sasa Grbic 33 17 0 27 Apr 2023
Learning Task-Specific Strategies for Accelerated MRI Zihui Wu Tianwei Yin Yu Sun R. Frost A. Kouwe Adrian V. Dalca Katherine L. Bouman 30 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 16 40 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 24 22 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 30 20 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 32 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 28 1 0 04 Apr 2023
Boosting Convolution with Efficient MLP-Permutation for Volumetric Medical Image Segmentation Yi-Mou Lin Xiaori Fang Dong-Ming Zhang Kwang-Ting Cheng Hao Chen MedIm 26 3 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 28 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 24 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 10 2 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 16 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 16 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 39 23 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 23 7 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 P. Yi V. Parekh FedML 23 1 0 17 Jan 2023
An overview of open source Deep Learning-based libraries for Neuroscience L. F. Tshimanga M. Atzori Federico Del Pup M. Corbetta OOD 20 4 0 19 Dec 2022
UNETR++: Delving into Efficient and Accurate 3D Medical Image Segmentation Abdelrahman M. Shaker Muhammad Maaz H. Rasheed Salman Khan Ming Yang F. Khan MedIm 37 129 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 19 1 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 27 96 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 26 20 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 11 19 0 12 Sep 2022
PyMIC: A deep learning toolkit for annotation-efficient medical image segmentation Guotai Wang Xiangde Luo Ran Gu Shuojue Yang Yijie Qu Shuwei Zhai Qianfei Zhao Kang Li Shaoting Zhang VLM 25 35 0 19 Aug 2022
GaNDLF: A Generally Nuanced Deep Learning Framework for Scalable End-to-End Clinical Workflows in Medical Imaging Sarthak Pati Siddhesh P. Thakur İbrahim Ethem Hamamcı Ujjwal Baid Bhakti Baheti ... D. Kontos Alexandros Karargyris Renato Umeton Peter Mattson Spyridon Bakas LM&MA MedIm 74 44 0 26 Feb 2021
What is Wrong with Continual Learning in Medical Image Segmentation? Camila González Nick Lemke G. Sakas Anirban Mukhopadhyay CLL 18 31 0 21 Oct 2020
TorchIO: A Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning Fernando Pérez-García Rachel Sparks Sébastien Ourselin MedIm LM&MA 135 426 0 09 Mar 2020