Title
Unsupervised Brain Tumor Segmentation with Image-based Prompts Xinru Zhang N. Ou Chenghao Liu Z. Zhuo Yao Liu Chuyang Ye VLM 27 2 0 04 Apr 2023
MGMT promoter methylation status prediction using MRI scans? An extensive experimental evaluation of deep learning models Numan Saeed Muhammad Ridzuan Hussain Alasmawi I. Sobirov Mohammad Yaqub 15 17 0 03 Apr 2023
Comparing Adversarial and Supervised Learning for Organs at Risk Segmentation in CT images L. Crespi Mattia Portanti Daniele Loiacono MedIm GAN 29 0 0 31 Mar 2023
Anatomically aware dual-hop learning for pulmonary embolism detection in CT pulmonary angiograms Florin Condrea S. Rapaka Lucian Itu Puneet Sharma J. Sperl Mohamed Ali Marius Leordeanu 37 5 0 30 Mar 2023
fRegGAN with K-space Loss Regularization for Medical Image Translation Ivo M. Baltruschat Felix Kreis A. Hoelscher Melanie Dohmen Matthias Lenga GAN MedIm 29 3 0 28 Mar 2023
An End-to-End Framework For Universal Lesion Detection With Missing Annotations Xiaoyu Bai Yong-quan Xia MedIm 45 3 0 27 Mar 2023
Multi-granularity Interaction Simulation for Unsupervised Interactive Segmentation Kehan Li Yian Zhao Zhennan Wang Ze-Long Cheng Peng Jin Xiang Ji Li-ming Yuan Chang-rui Liu Jie Chen 29 9 0 23 Mar 2023
HybridMIM: A Hybrid Masked Image Modeling Framework for 3D Medical Image Segmentation Zhaohu Xing Lei Zhu Lequan Yu Zhiheng Xing Liang Wan 39 8 0 18 Mar 2023
MedNeXt: Transformer-driven Scaling of ConvNets for Medical Image Segmentation Saikat Roy Gregor Koehler Constantin Ulrich Michael Baumgartner Jens Petersen Fabian Isensee Paul F. Jaeger Klaus Maier-Hein ViT MedIm 40 138 0 17 Mar 2023
MetaRegNet: Metamorphic Image Registration Using Flow-Driven Residual Networks Ankita Joshi Yi Hong MedIm 18 0 0 16 Mar 2023
MetaMorph: Learning Metamorphic Image Transformation With Appearance Changes Jian Wang Jiarui Xing Jason Druzgal W. Wells Miaomiao Zhang MedIm 39 4 0 08 Mar 2023
Patched Diffusion Models for Unsupervised Anomaly Detection in Brain MRI F. Behrendt Debayan Bhattacharya Julia Kruger R. Opfer Alexander Schlaefer DiffM MedIm 31 40 0 07 Mar 2023
Unsupervised Pathology Detection: A Deep Dive Into the State of the Art I. Lagogiannis Felix Meissen Georgios Kaissis Daniel Rueckert OOD 98 18 0 01 Mar 2023
Multi-class Brain Tumor Segmentation using Graph Attention Network Dhrumil Patel Dhruv Patel Rudra Saxena Thangarajah Akilan 23 8 0 11 Feb 2023
IMPORTANT-Net: Integrated MRI Multi-Parameter Reinforcement Fusion Generator with Attention Network for Synthesizing Absent Data Tianyu Zhang T. Tan Luyi Han Xin Eric Wang Yuan Gao Jonas Teuwen R. Beets-Tan R. Mann MedIm 30 1 0 03 Feb 2023
Synthesis-based Imaging-Differentiation Representation Learning for Multi-Sequence 3D/4D MRI Luyi Han T. Tan Tianyu Zhang Yunzhi Huang Xin Eric Wang Yuan Gao Jonas Teuwen R. Mann MedIm 36 11 0 01 Feb 2023
Review of methods for automatic cerebral microbleeds detection M. Ferlin Zuzanna Klawikowska M. Grochowski Malgorzata Grzywiñska E. Szurowska 23 0 0 31 Jan 2023
Regularized Weight Aggregation in Networked Federated Learning for Glioblastoma Segmentation Muhammad Irfan Khan Mohammad Ayyaz Azeem E. Alhoniemi Elina Kontio Suleiman A. Khan Mojtaba Jafaritadi FedML 31 3 0 30 Jan 2023
MedSegDiff-V2: Diffusion based Medical Image Segmentation with Transformer Junde Wu Rao Fu Huihui Fang Min Xu Yu Zhang Yanwu Xu DiffM MedIm 49 160 0 19 Jan 2023
Multimodal CNN Networks for Brain Tumor Segmentation in MRI: A BraTS 2022 Challenge Solution Ramy A. Zeineldin Mohamed E. Karar Oliver Burgert Franziska Mathis-Ullrich 30 30 0 19 Dec 2022
Robust Learning Protocol for Federated Tumor Segmentation Challenge Ambrish Rawat Giulio Zizzo S. Kadhe J. Epperlein S. Braghin FedML 34 3 0 16 Dec 2022
Diffusion Models for Medical Image Analysis: A Comprehensive Survey A. Kazerouni Ehsan Khodapanah Aghdam Moein Heidari Reza Azad Mohsen Fayyaz I. Hacihaliloglu Dorit Merhof DiffM MedIm 51 359 0 14 Nov 2022
A Comprehensive Survey of Transformers for Computer Vision Sonain Jamil Md. Jalil Piran Oh-Jin Kwon ViT 30 47 0 11 Nov 2022
MedSegDiff: Medical Image Segmentation with Diffusion Probabilistic Model Junde Wu Rao Fu Huihui Fang Yu Zhang Yehui Yang Haoyi Xiong Huiying Liu Yanwu Xu MedIm VLM DiffM 103 241 0 01 Nov 2022
Multitask Brain Tumor Inpainting with Diffusion Models: A Methodological Report Pouria Rouzrokh Bardia Khosravi S. Faghani Mana Moassefi Sanaz Vahdati Bradley J. Erickson DiffM MedIm 61 24 0 21 Oct 2022
SimpleClick: Interactive Image Segmentation with Simple Vision Transformers Qin Liu Zhenlin Xu Gedas Bertasius Marc Niethammer 24 112 0 20 Oct 2022
Integrative Imaging Informatics for Cancer Research: Workflow Automation for Neuro-oncology (I3CR-WANO) Satrajit Chakrabarty S. A. Abidi Mina S. Mousa Mahati Mokkarala Isabelle Hren ... Yuzhuo Su Sherry Thorpe Caroline Chung Aristeidis Sotiras Daniel S. Marcus 30 8 0 06 Oct 2022
UNesT: Local Spatial Representation Learning with Hierarchical Transformer for Efficient Medical Segmentation Xin Yu Qi Yang Yinchi Zhou L. Cai Riqiang Gao ... R. Abramson Zizhao Zhang Yuankai Huo Bennett A. Landman Yucheng Tang ViT MedIm 42 0 0 28 Sep 2022
A Fast Algorithm for Implementation of Koul's Minimum Distance Estimators and Their Application to Image Segmentation Jiwoong Kim 9 0 0 21 Sep 2022
Deep Superpixel Generation and Clustering for Weakly Supervised Segmentation of Brain Tumors in MR Images Jayeon Yoo Khashayar Namdar Farzad Khalvati 21 2 0 20 Sep 2022
Automated ischemic stroke lesion segmentation from 3D MRI M. R. Siddiquee Dong Yang Yufan He Daguang Xu Andriy Myronenko 23 8 0 20 Sep 2022
Hybrid Window Attention Based Transformer Architecture for Brain Tumor Segmentation Himashi Peiris Munawar Hayat Zhaolin Chen Gary Egan Mehrtash Harandi MedIm 29 4 0 16 Sep 2022
Deep learning automates bidimensional and volumetric tumor burden measurement from MRI in pre- and post-operative glioblastoma patients J. Nalepa Krzysztof Kotowski B. Machura Szymon Adamski O. Bożek ... Marek Strzelczak Lukasz Zarudzki A. Krason F. Arcadu J. Tessier 21 18 0 03 Sep 2022
EfficientNet for Brain-Lesion classification Quoc-Huy Trinh Trong-Hieu Nguyen-Mau Radmir Zosimov Minh Le Nguyen MedIm 14 0 0 09 Aug 2022
Open-radiomics: A Collection of Standardized Datasets and a Technical Protocol for Reproducible Radiomics Machine Learning Pipelines Khashayar Namdar Matthias W. Wagner B. Ertl-Wagner Farzad Khalvati AI4CE 19 1 0 29 Jul 2022
High-Resolution Swin Transformer for Automatic Medical Image Segmentation Chen Wei Shenghan Ren Kaitai Guo Haihong Hu Jimin Liang ViT OOD MedIm 32 36 0 23 Jul 2022
CKD-TransBTS: Clinical Knowledge-Driven Hybrid Transformer with Modality-Correlated Cross-Attention for Brain Tumor Segmentation Jianwei Lin Jiatai Lin Chenghao Lu Hao Chen Huan Lin ... Biao Huang C. Liang Guoqiang Han Zaiyi Liu Chu Han MedIm 24 67 0 15 Jul 2022
PseudoClick: Interactive Image Segmentation with Click Imitation Qin Liu Meng Zheng Benjamin Planche Srikrishna Karanam Terrence Chen Marc Niethammer Ziyan Wu VLM 46 57 0 12 Jul 2022
Computer-aided diagnosis and prediction in brain disorders Vikram Venkatraghavan S. V. D. Voort D. Bos M. Smits F. Barkhof W. Niessen S. Klein Esther E. Bron OOD 14 1 0 29 Jun 2022
Evidence fusion with contextual discounting for multi-modality medical image segmentation Ling Huang Thierry Denoeux P. Vera S. Ruan MedIm 36 28 0 23 Jun 2022
Brain tumour segmentation with incomplete imaging data James K. Ruffle Samia Mohinta Robert J. Gray H. Hyare P. Nachev 32 8 0 13 Jun 2022
Data Stealing Attack on Medical Images: Is it Safe to Export Networks from Data Lakes? Huiyu Li N. Ayache H. Delingette MIACV 16 2 0 07 Jun 2022
BInGo: Bayesian Intrinsic Groupwise Registration via Explicit Hierarchical Disentanglement Xin Eric Wang Xinzhe Luo Xiahai Zhuang FedML 30 4 0 06 Jun 2022
Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives Jun Li Junyu Chen Yucheng Tang Ce Wang Bennett A. Landman S. K. Zhou ViT OOD MedIm 23 24 0 02 Jun 2022
Preoperative brain tumor imaging: models and software for segmentation and standardized reporting D. Bouget André Pedersen A. Jakola V. Kavouridis K. Emblem ... M. Witte A. Zwinderman P. D. W. Hamer O. Solheim Ingerid Reinertsen 28 21 0 29 Apr 2022
One Model to Synthesize Them All: Multi-contrast Multi-scale Transformer for Missing Data Imputation Jiang Liu Srivathsa Pasumarthi B. Duffy Enhao Gong Keshav Datta Greg Zaharchuk ViT MedIm 24 56 0 28 Apr 2022
Federated Learning Enables Big Data for Rare Cancer Boundary Detection Sarthak Pati Ujjwal Baid Brandon Edwards Micah J. Sheller Shih-Han Wang ... Prashant Shah Bjoern H. Menze J. Barnholtz-Sloan Jason Martin Spyridon Bakas FedML AI4CE 31 207 0 22 Apr 2022
Negligible effect of brain MRI data preprocessing for tumor segmentation E. Kondrateva Polina Druzhinina A. Dalechina S. Zolotova A. Golanov B. Shirokikh Mikhail Belyaev Anvar Kurmukov 39 3 0 11 Apr 2022
UNetFormer: A Unified Vision Transformer Model and Pre-Training Framework for 3D Medical Image Segmentation Ali Hatamizadeh Ziyue Xu Dong Yang Wenqi Li H. Roth Daguang Xu ViT MedIm 37 29 0 01 Apr 2022
HNF-Netv2 for Brain Tumor Segmentation using multi-modal MR Imaging Haozhe Jia Chao Bai Weidong (Tom) Cai Heng-Chiao Huang Yong-quan Xia 16 9 0 10 Feb 2022