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Mobarakol Islam
Mobarakol Islam
Senior Research Fellow, University College London | Imperial College London (RF) | NUS (RF/PhD)
Verified email at ucl.ac.uk - Homepage
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Year
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
18772018
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
1672018
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
1282020
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
932019
Spatially Varying Label Smoothing: Capturing Uncertainty from Expert Annotations
M Islam, B Glocker
International Conference on Information Processing in Medical Imaging, 677-688, 2021
432021
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
402019
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
382020
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
382018
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
372023
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
362021
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
352021
Multi-modal pixelnet for brain tumor segmentation
M Islam, H Ren
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2018
352018
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
342021
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
322023
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
322021
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
322018
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
312022
Radiogenomics model for overall survival prediction of glioblastoma
N Wijethilake, M Islam, H Ren
Medical & Biological Engineering & Computing 58, 1767-1777, 2020
312020
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
282020
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
262021
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