| Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ... arXiv preprint arXiv:1811.02629, 2018 | 1837 | 2018 |
| ISLES 2016 and 2017-benchmarking ischemic stroke lesion outcome prediction based on multispectral MRI S Winzeck, A Hakim, R McKinley, JA Pinto, V Alves, C Silva, M Pisov, ... Frontiers in neurology 9, 679, 2018 | 170 | 2018 |
| Brain tumor segmentation and survival prediction using 3D attention UNet M Islam, VS Vibashan, VJM Jose, N Wijethilake, U Utkarsh, H Ren Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2020 | 121 | 2020 |
| Real-time instrument segmentation in robotic surgery using auxiliary supervised deep adversarial learning M Islam, DA Atputharuban, R Ramesh, H Ren IEEE Robotics and Automation Letters 4 (2), 2188-2195, 2019 | 88 | 2019 |
| Spatially Varying Label Smoothing: Capturing Uncertainty from Expert Annotations M Islam, B Glocker International Conference on Information Processing in Medical Imaging, 677-688, 2021 | 42 | 2021 |
| Learning Where to Look While Tracking Instruments in Robot-Assisted Surgery M Islam, Y Li, H Ren International Conference on Medical Image Computing and Computer-Assisted …, 2019 | 40 | 2019 |
| Learning and Reasoning with the Graph Structure Representation in Robotic Surgery M Islam, L Seenivasan, LC Ming, H Ren International Conference on Medical Image Computing and Computer-Assisted …, 2020 | 38 | 2020 |
| ICHNet: Intracerebral Hemorrhage (ICH) Segmentation Using Deep Learning M Islam, P Sanghani, AAQ See, ML James, NKK King, H Ren International MICCAI Brainlesion Workshop, 456-463, 2018 | 38 | 2018 |
| Cholectriplet2021: A benchmark challenge for surgical action triplet recognition CI Nwoye, D Alapatt, T Yu, A Vardazaryan, F Xia, Z Zhao, T Xia, F Jia, ... Medical Image Analysis 86, 102803, 2023 | 37 | 2023 |
| Glioma Survival Analysis Empowered With Data Engineering—A Survey N Wijethilake, D Meedeniya, C Chitraranjan, I Perera, M Islam, H Ren IEEE Access 9, 43168-43191, 2021 | 35 | 2021 |
| Multi-modal pixelnet for brain tumor segmentation M Islam, H Ren Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2018 | 35 | 2018 |
| ST-MTL: Spatio-Temporal multitask learning model to predict scanpath while tracking instruments in robotic surgery M Islam, VS Vibashan, CM Lim, H Ren Medical Image Analysis 67, 101837, 2021 | 34 | 2021 |
| Class-Incremental Domain Adaptation with Smoothing and Calibration for Surgical Report Generation M Xu*, M Islam*, CM Lim, H Ren International Conference on Medical Image Computing and Computer-Assisted …, 2021 | 33 | 2021 |
| Radiogenomics model for overall survival prediction of glioblastoma N Wijethilake, M Islam, H Ren Medical & Biological Engineering & Computing 58, 1767-1777, 2020 | 33 | 2020 |
| Glioma Prognosis: Segmentation of the Tumor and Survival Prediction Using Shape, Geometric and Clinical Information M Islam, VJM Jose, H Ren International MICCAI Brainlesion Workshop, 142-153, 2018 | 32 | 2018 |
| Learning domain adaptation with model calibration for surgical report generation in robotic surgery M Xu*, M Islam*, CM Lim, H Ren 2021 IEEE International Conference on Robotics and Automation (ICRA), 12350 …, 2021 | 30 | 2021 |
| Global-Reasoned Multi-Task Learning Model for Surgical Scene Understanding L Seenivasan, S Mitheran, M Islam, H Ren IEEE Robotics and Automation Letters 7 (2), 3858-3865, 2022 | 28 | 2022 |
| Ultrasound needle segmentation and trajectory prediction using excitation network JY Lee, M Islam, JR Woh, TSM Washeem, LYC Ngoh, WK Wong, H Ren International Journal of Computer Assisted Radiology and Surgery, 1-7, 2020 | 28 | 2020 |
| SAM Meets Robotic Surgery: An Empirical Study on Generalization, Robustness and Adaptation A Wang*, M Islam*, M Xu, Y Zhang, H Ren MICCAI-MedAGI Workshop 2023, 2023 | 27 | 2023 |
| Glioblastoma multiforme prognosis: Mri missing modality generation, segmentation and radiogenomic survival prediction M Islam, N Wijethilake, H Ren Computerized Medical Imaging and Graphics 91, 101906, 2021 | 27 | 2021 |
Hongliang RenChinese University of Hong Kong | National University of Singapore | JHU/Harvard(RF) | CUHK(PhD)在 jhu.edu 的电子邮件经过验证
