Title
Optimized Global Perturbation Attacks For Brain Tumour ROI Extraction From Binary Classification Models Sajith Rajapaksa Farzad Khalvati MedIm 27 0 0 09 Nov 2022
Theoretical analysis and experimental validation of volume bias of soft Dice optimized segmentation maps in the context of inherent uncertainty J. Bertels D. Robben Dirk Vandermeulen P. Suetens 30 19 0 08 Nov 2022
Does an ensemble of GANs lead to better performance when training segmentation networks with synthetic images? Maans Larsson Muhammad Usman Akbar Anders Eklund MedIm 16 3 0 08 Nov 2022
Super-Resolution Based Patch-Free 3D Image Segmentation with High-Frequency Guidance Hongyi Wang Lanfen Lin Hongjie Hu Qingqing Chen Yinhao Li Yutaro Iwamoto X. Han Yen-Wei Chen Ruofeng Tong 3DV 33 0 0 26 Oct 2022
Brain Tumor Segmentation using Enhanced U-Net Model with Empirical Analysis Md Abdullah Al Nasim Abdullah Al Munem Maksuda Islam Md Aminul Haque Palash Md. Mahim Anjum Haque F. Shah 29 30 0 24 Oct 2022
Weakly Supervised Learning with Automated Labels from Radiology Reports for Glioma Change Detection Tommaso Di Noto Meritxell Bach Cuadra Chirine Atat E. Teiga M. Hegi A. Hottinger P. Hagmann J. Richiardi MedIm 35 0 0 18 Oct 2022
Federated Learning with Privacy-Preserving Ensemble Attention Distillation Xuan Gong Liangchen Song Rishi Vedula Abhishek Sharma Meng Zheng ... Arun Innanje Terrence Chen Junsong Yuan David Doermann Ziyan Wu FedML 28 27 0 16 Oct 2022
Memory transformers for full context and high-resolution 3D Medical Segmentation Loic Themyr Clément Rambour Nicolas Thome Toby Collins Alexandre Hostettler ViT MedIm 34 4 0 11 Oct 2022
MRI-based classification of IDH mutation and 1p/19q codeletion status of gliomas using a 2.5D hybrid multi-task convolutional neural network Satrajit Chakrabarty Pamela LaMontagne J. Shimony Daniel S. Marcus Aristeidis Sotiras 37 21 0 07 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
USE-Evaluator: Performance Metrics for Medical Image Segmentation Models with Uncertain, Small or Empty Reference Annotations Sophie Ostmeier Brian Axelrod J. Bertels Fabian Isensee Maarten G.Lansberg Soren Christensen G. Albers Li-Jia Li J. Heit 21 11 0 26 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
Preserving Privacy in Federated Learning with Ensemble Cross-Domain Knowledge Distillation Xuan Gong Abhishek Sharma Srikrishna Karanam Ziyan Wu Terrence Chen David Doermann Arun Innanje FedML 22 70 0 10 Sep 2022
Calibrating Segmentation Networks with Margin-based Label Smoothing Balamurali Murugesan Bingyuan Liu Adrian Galdran Ismail Ben Ayed Jose Dolz UQCV 32 0 0 09 Sep 2022
Inversion of Time-Lapse Surface Gravity Data for Detection of 3D CO $_2$ Plumes via Deep Learning A. Celaya B. Denel Yen Sun Mauricio Araya-Polo A. Price 3DPC 34 10 0 06 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
NestedFormer: Nested Modality-Aware Transformer for Brain Tumor Segmentation Zhaohu Xing Lequan Yu Liang Wan Tong Han Lei Zhu ViT MedIm 20 61 0 31 Aug 2022
Deep learning for automatic head and neck lymph node level delineation provides expert-level accuracy T. Weissmann Yixing Huang Stefan Fischer J. Roesch S. Mansoorian ... H. Iro S. Semrau Christoph Bert R. Fietkau F. Putz 26 27 0 28 Aug 2022
Learning Multi-Modal Brain Tumor Segmentation from Privileged Semi-Paired MRI Images with Curriculum Disentanglement Learning Ze Liu Jia Wei Rui Li 21 0 0 26 Aug 2022
Unsupervised Anomaly Localization with Structural Feature-Autoencoders Felix Meissen Johannes C. Paetzold Georgios Kaissis Daniel Rueckert MedIm 19 15 0 23 Aug 2022
EAA-Net: Rethinking the Autoencoder Architecture with Intra-class Features for Medical Image Segmentation Shiqiang Ma Xia Li Jijun Tang Fei Guo 24 3 0 19 Aug 2022
Recent Progress in Transformer-based Medical Image Analysis Zhao-cheng Liu Qiujie Lv Ziduo Yang Yifan Li Chau Hung Lee Leizhao Shen MedIm 47 58 0 13 Aug 2022
Region-Based Evidential Deep Learning to Quantify Uncertainty and Improve Robustness of Brain Tumor Segmentation Hao Li Yang Nan Javier Del Ser Guang Yang EDL OOD UQCV 14 39 0 11 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
A Transformer-based Generative Adversarial Network for Brain Tumor Segmentation Liqun Huang Long Chen Bai-wen Zhang S. Chai MedIm ViT 21 27 0 28 Jul 2022
What is Healthy? Generative Counterfactual Diffusion for Lesion Localization Pedro Sanchez Antanas Kascenas Xiao Liu Alison Q. OÑeil Sotirios A. Tsaftaris MedIm DiffM 26 63 0 25 Jul 2022
PCA: Semi-supervised Segmentation with Patch Confidence Adversarial Training Zihang Xu Zhenghua Xu Shuo Zhang Thomas Lukasiewicz 30 3 0 24 Jul 2022
The Dice loss in the context of missing or empty labels: Introducing $Φ$ and $ε$ Sofie Tilborghs J. Bertels D. Robben Dirk Vandermeulen F. Maes 27 5 0 19 Jul 2022
Large-Kernel Attention for 3D Medical Image Segmentation Hao Li Yang Nan Javier Del Ser Guang Yang MedIm 33 25 0 19 Jul 2022
Brain MRI study for glioma segmentation using convolutional neural networks and original post-processing techniques with low computational demand José Gerardo Suárez-García E. Moreno-Barbosa B. D. C. Alonso 27 0 0 15 Jul 2022
RESECT-SEG: Open access annotations of intra-operative brain tumor ultrasound images Bahareh Behboodi F. Carton M. Chabanas S. Ribaupierre O. Solheim B. K. R. Munkvold H. Rivaz Yiming Xiao Ingerid Reinertsen 11 6 0 13 Jul 2022
Generative Adversarial Networks and Other Generative Models Markus T. Wenzel GAN 22 10 0 08 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
TBraTS: Trusted Brain Tumor Segmentation Ke Zou Xuedong Yuan Xiaojing Shen Meng Wang Huazhu Fu UQCV OOD 32 54 0 19 Jun 2022
Applications of Generative Adversarial Networks in Neuroimaging and Clinical Neuroscience Rongguang Wang V. Bashyam Zhijian Yang Fanyang Yu Vasiliki Tassopoulou ... Dushyant Sahoo K. Nikita Ahmed Abdulkadir J. Wen Christos Davatzikos GAN MedIm AI4CE 28 46 0 14 Jun 2022
Med-DANet: Dynamic Architecture Network for Efficient Medical Volumetric Segmentation Wenxuan Wang Chen Chen Jing Wang Sen Zha Yan Zhang Jiangyun Li MedIm 23 8 0 14 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
Weakly-supervised segmentation using inherently-explainable classification models and their application to brain tumour classification S. Chatterjee Hadya Yassin Florian Dubost A. Nürnberger Oliver Speck 23 4 0 10 Jun 2022
Fast Unsupervised Brain Anomaly Detection and Segmentation with Diffusion Models W. H. Pinaya M. Graham Robert J. Gray P. F. D. Costa Petru-Daniel Tudosiu ... D. Werring Geraint Rees P. Nachev Sebastien Ourselin M. Jorge Cardoso DiffM MedIm 32 102 0 07 Jun 2022
Dual Decomposition of Convex Optimization Layers for Consistent Attention in Medical Images Tom Ron M. Weiler-Sagie Tamir Hazan FAtt MedIm 27 6 0 06 Jun 2022
Suggestive Annotation of Brain MR Images with Gradient-guided Sampling Chengliang Dai Shuo Wang Yuanhan Mo Elsa D. Angelini Yike Guo Wenjia Bai DiffM MedIm 25 10 0 02 Jun 2022
MISSU: 3D Medical Image Segmentation via Self-distilling TransUNet Nan Wang Shaohui Lin Xiaoxiao Li Ke Li Yunhang Shen Yue Gao Lizhuang Ma ViT MedIm 49 33 0 02 Jun 2022
3DConvCaps: 3DUnet with Convolutional Capsule Encoder for Medical Image Segmentation Minh-Trieu Tran Viet-Khoa Vo-Ho Ngan T. H. Le 3DPC MedIm 20 13 0 19 May 2022
Deep Quality Estimation: Creating Surrogate Models for Human Quality Ratings Florian Kofler Ivan Ezhov Lucas Fidon Izabela Horvath Ezequiel de la Rosa ... Jan Kirschke Tom Kamiel Magda Vercauteren C. Zimmer Benedikt Wiestler Bjoern H. Menze 22 5 0 17 May 2022
Unsupervised Representation Learning for 3D MRI Super Resolution with Degradation Adaptation Jianan Liu Hao Li Tao Huang Euijoon Ahn Kang Han Adeel Razi Wei Xiang Jinman Kim David Dagan Feng OOD 114 1 0 13 May 2022
Resource-efficient domain adaptive pre-training for medical images Y. Mehmood U. I. Bajwa Xianfang Sun 24 1 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 26 207 0 22 Apr 2022
DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis F. Haghighi M. Taher Michael B. Gotway Jianming Liang MedIm 27 72 0 21 Apr 2022
AFSC: Adaptive Fourier Space Compression for Anomaly Detection Haote Xu Yunlong Zhang Liyan Sun Chenxin Li Yue Huang Xinghao Ding MedIm 33 11 0 17 Apr 2022
Multi-View Hypercomplex Learning for Breast Cancer Screening Eleonora Lopez Eleonora Grassucci Martina Valleriani Danilo Comminiello 35 8 0 12 Apr 2022