| 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 | 1382 | 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 | 135 | 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 | 73 | 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 | 72 | 2019 |
| 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 | 30 | 2019 |
| Multi-modal pixelnet for brain tumor segmentation M Islam, H Ren Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2018 | 30 | 2018 |
| 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 | 28 | 2018 |
| 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 | 27 | 2018 |
| Radiogenomics model for overall survival prediction of glioblastoma N Wijethilake, M Islam, H Ren Medical & Biological Engineering & Computing 58, 1767-1777, 2020 | 26 | 2020 |
| Spatially Varying Label Smoothing: Capturing Uncertainty from Expert Annotations M Islam, B Glocker International Conference on Information Processing in Medical Imaging, 677-688, 2021 | 25 | 2021 |
| 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 | 22 | 2020 |
| 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 | 21 | 2021 |
| 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 | 21 | 2020 |
| Fully Convolutional Network with Hypercolumn Features for Brain Tumor Segmentation M Islam, H Ren Proceedings of MICCAI workshop on Multimodal Brain Tumor Segmentation …, 2017 | 18 | 2017 |
| 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 | 16 | 2021 |
| 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 | 15 | 2021 |
| AP-MTL: Attention Pruned Multi-task Learning Model for Real-time Instrument Detection and Segmentation in Robot-assisted Surgery M Islam, VS Vibashan, H Ren 2020 IEEE International Conference on Robotics and Automation (ICRA), 8433-8439, 2020 | 15 | 2020 |
| 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 | 14 | 2021 |
| 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 | 14 | 2021 |
| Finger Movement Classification from Myoelectric Signals Using Convolutional Neural Networks VB Srinivasan, M Islam, W Zhang, H Ren 2018 IEEE International Conference on Robotics and Biomimetics (ROBIO), 1070 …, 2018 | 13 | 2018 |
Hongliang RenChinese University of Hong Kong & National University of Singapore | JHU/Harvard(RF) | CUHK(PhD)Verified email at jhu.edu
