Title
X-DECODE: EXtreme Deblurring with Curriculum Optimization and Domain Equalization Sushant Gautam Jingdao Chen 51 0 0 10 Apr 2025
GIT-CXR: End-to-End Transformer for Chest X-Ray Report Generation Iustin Sîrbu Iulia-Renata Sîrbu Jasmina Bogojeska Traian Rebedea MedIm ViT LM&MA 64 1 0 05 Jan 2025
Quality Sentinel: Estimating Label Quality and Errors in Medical Segmentation Datasets Yixiong Chen Zongwei Zhou Alan Yuille 81 2 0 01 Jun 2024
SISMIK for brain MRI: Deep-learning-based motion estimation and model-based motion correction in k-space Oscar Dabrowski J. Falcone A. Klauser J. Songeon Michel Kocher B. Chopard François Lazeyras S. Courvoisier MedIm 54 1 0 20 Dec 2023
The Canadian Cropland Dataset: A New Land Cover Dataset for Multitemporal Deep Learning Classification in Agriculture Amanda A. Boatswain Jacques Abdoulaye Baniré Diallo Etienne Lord 63 2 0 31 May 2023
Explainable Image Quality Assessment for Medical Imaging Caner Ozer Arda Güler A. Cansever Ilkay Oksuz 69 3 0 25 Mar 2023
Motion-related Artefact Classification Using Patch-based Ensemble and Transfer Learning in Cardiac MRI Ruizhe Li Xin Chen 58 0 0 14 Oct 2022
Automated Quality Controlled Analysis of 2D Phase Contrast Cardiovascular Magnetic Resonance Imaging E. Chan Ciara O’Hanlon Carlota Asegurado Marquez Marwenie Petalcorin J. Mariscal-Harana ... Julia A. Schnabel Reza Razavi A. King B. Ruijsink Esther Puyol-Antón 42 4 0 28 Sep 2022
Detecting respiratory motion artefacts for cardiovascular MRIs to ensure high-quality segmentation Amin Ranem John Kalkhof Caner Ozer Anirban Mukhopadhyay I. Oksuz 78 3 0 20 Sep 2022
An efficient semi-supervised quality control system trained using physics-based MRI-artefact generators and adversarial training D. Ravì F. Barkhof Daniel C. Alexander Lemuel Puglisi Geoffrey J. M. Parker Arman Eshaghi MedIm 85 4 0 07 Jun 2022
A Deep Learning-based Integrated Framework for Quality-aware Undersampled Cine Cardiac MRI Reconstruction and Analysis Ines P. Machado Esther Puyol-Antón Kerstin Hammernik G. Cruz Devran Ugurlu ... M. Castelo‐Branco Alistair Young Claudia Prieto Julia A. Schnabel A. King 20 3 0 02 May 2022
Surpassing the Human Accuracy: Detecting Gallbladder Cancer from USG Images with Curriculum Learning Soumen Basu Mayank Gupta Pratyaksha Rana Pankaj Gupta Chetan Arora 69 32 0 25 Apr 2022
Stacked U-Nets with Self-Assisted Priors Towards Robust Correction of Rigid Motion Artifact in Brain MRI M. A. Al-masni S. Lee Jaeuk Yi Sewook Kim Sung-Min Gho Young Hun Choi Dong-Hyun Kim MedIm 30 31 0 11 Nov 2021
Artifact- and content-specific quality assessment for MRI with image rulers Ke Lei John M. Pauly S. Vasanawala 68 32 0 06 Nov 2021
Technical Report: Quality Assessment Tool for Machine Learning with Clinical CT Riqiang Gao Mirza S. Khan Yucheng Tang Kaiwen Xu S. Deppen Yuankai Huo K. Sandler P. Massion Bennett A. Landman 22 6 0 27 Jul 2021
Automatic quality control of brain T1-weighted magnetic resonance images for a clinical data warehouse Simona Bottani Ninon Burgos Aurélien Maire Adam Wild Sebastian Ströer Didier Dormont O. Colliot 50 31 0 16 Apr 2021
Medical Image Segmentation with Limited Supervision: A Review of Deep Network Models Jialin Peng Ye Wang VLM 110 60 0 28 Feb 2021
Curriculum Learning: A Survey Petru Soviany Radu Tudor Ionescu Paolo Rota N. Sebe ODL 197 364 0 25 Jan 2021
ProCAN: Progressive Growing Channel Attentive Non-Local Network for Lung Nodule Classification M. Al-Shabi Kelvin Shak Maxine Tan 78 56 0 29 Oct 2020
Assessing Lesion Segmentation Bias of Neural Networks on Motion Corrupted Brain MRI T. Mathai Yi Wang N. Cross MedIm 32 2 0 12 Oct 2020
Learn like a Pathologist: Curriculum Learning by Annotator Agreement for Histopathology Image Classification Jerry W. Wei A. Suriawinata Bing Ren Xiaoying Liu Mikhail Lisovsky ... Mustafa Nasir-Moin Naofumi Tomita Lorenzo Torresani Jason W. Wei Saeed Hassanpour 105 49 0 29 Sep 2020
Quality-aware semi-supervised learning for CMR segmentation B. Ruijsink Esther Puyol-Antón Ye Li Wenjia Bai E. Kerfoot Reza Razavi A. King 37 11 0 01 Sep 2020
Localized Motion Artifact Reduction on Brain MRI Using Deep Learning with Effective Data Augmentation Techniques Yijun Zhao Jacek Ossowski Xuming Wang Shangjin Li O. Devinsky Samantha P. Martin H. Pardoe MedIm 116 10 0 10 Jul 2020
L-CO-Net: Learned Condensation-Optimization Network for Clinical Parameter Estimation from Cardiac Cine MRI S. Hasan Cristian A. Linte 45 0 0 21 Apr 2020
Deep Learning Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation I. Oksuz J. Clough B. Ruijsink Esther Puyol-Antón A. Bustin G. Cruz Claudia Prieto A. King Julia A. Schnabel 3DV MedIm 129 61 0 11 Oct 2019
Detection and Correction of Cardiac MR Motion Artefacts during Reconstruction from K-space Ilkay Oksuz J. Clough B. Ruijsink Esther Puyol-Antón A. Bustin G. Cruz Claudia Prieto Daniel Rueckert Andrew P. King Julia A. Schnabel MedIm 118 3 0 12 Jun 2019
3DRegNet: A Deep Neural Network for 3D Point Registration Goncalo Dias Pais Srikumar Ramalingam V. Govindu Jacinto C. Nascimento Rama Chellappa Pedro Miraldo 3DPC 3DV 115 228 0 02 Apr 2019