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Mobarak I. Hoque
Associate Professor, IIDS, University of Manchester
Joined
May 2021
Names
Mobarak I. Hoque
(Preferred)
,
Mobarakol Islam
Emails
****@u.nus.edu
(Confirmed)
,
****@imperial.ac.uk
(Confirmed)
,
****@ucl.ac.uk
(Confirmed)
,
****@manchester.ac.uk
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
Career & Education History
Associate Professor
IIDS,
University of Manchester
(manchester.ac.uk)
2025
–
Present
Researcher
Medical Physics,
University College London
(ucl.ac.uk)
2022
–
2025
Postdoc
Imperial College London
(imperial.ac.uk)
2020
–
2022
Postdoc
National University of Singapore
(nus.edu.sg)
2019
–
2020
PhD student
National University of Singapore
(u.nus.edu)
2015
–
2019
Advisors, Relations & Conflicts
Postdoc Advisor
Dr Matt Clarkson
2022
–
2025
Postdoc Advisor
Dr Danail Stoyanov
2022
–
2025
Postdoc Advisor
Dr Ben Glocker
2020
–
2022
PhD Advisor
Dr Ren Hongliang
2015
–
2019
Expertise
Multimodal Large Vision Language Model
Present
Large Language Model
2021
–
Present
Safe and Responsible AI
2020
–
Present
Medical Image Analysis
2015
–
Present
Biomedical Data Science
2015
–
Present
Publications
Surgical-LVLM: Learning to Adapt Large Vision-Language Model for Grounded Visual Question Answering in Robotic Surgery
Guankun Wang
,
Long Bai
,
Wan Jun Nah
,
Jie Wang
,
Zhaoxi Zhang
,
Zhen Chen
,
Jinlin Wu
,
Mobarakol Islam
,
Hongbin Liu
,
Hongliang Ren
ICLR 2025 FM-Wild Workshop
Readers:
Everyone
Task-aware asynchronous multi-task model with class incremental contrastive learning for surgical scene understanding
Lalithkumar Seenivasan
,
Mobarakol Islam
,
Mengya Xu
,
Chwee Ming Lim
,
Hongliang Ren
Published: 01 Jan 2023, Last Modified: 15 May 2023
Int. J. Comput. Assist. Radiol. Surg. 2023
Readers:
Everyone
SurgicalGPT: End-to-End Language-Vision GPT for Visual Question Answering in Surgery
Lalithkumar Seenivasan
,
Mobarakol Islam
,
Gokul Kannan
,
Hongliang Ren
Published: 01 Jan 2023, Last Modified: 15 May 2023
CoRR 2023
Readers:
Everyone
SAM Meets Robotic Surgery: An Empirical Study in Robustness Perspective
An Wang
,
Mobarakol Islam
,
Mengya Xu
,
Yang Zhang
,
Hongliang Ren
Published: 01 Jan 2023, Last Modified: 15 May 2023
CoRR 2023
Readers:
Everyone
Paced-Curriculum Distillation with Prediction and Label Uncertainty for Image Segmentation
Mobarakol Islam
,
Lalithkumar Seenivasan
,
S. P. Sharan
,
V. K. Viekash
,
Bhavesh Gupta
,
Ben Glocker
,
Hongliang Ren
Published: 01 Jan 2023, Last Modified: 15 May 2023
CoRR 2023
Readers:
Everyone
Identifying risk factors of intracerebral hemorrhage stability using explainable attention model
Seshasayi Rangaraj
,
Mobarakol Islam
,
Vibashan VS
,
Navodini Wijethilake
,
Utkarsh Uppal
,
Angela An Qi See
,
Jasmine Chan
,
Michael Lucas James
,
Nicolas Kon Kam King
,
Hongliang Ren
2022 (modified: 05 Nov 2022)
Medical Biol. Eng. Comput. 2022
Readers:
Everyone
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Chinedu Innocent Nwoye
,
Deepak Alapatt
,
Tong Yu
,
Armine Vardazaryan
,
Fangfang Xia
,
Zixuan Zhao
,
Tong Xia
,
Fucang Jia
,
Yuxuan Yang
,
Hao Wang
,
Derong Yu
,
Guoyan Zheng
,
Xiaotian Duan
,
Neil Getty
,
Ricardo Sanchez-Matilla
,
Maria Robu
,
Li Zhang
,
Huabin Chen
,
Jiacheng Wang
,
Liansheng Wang
et al. (42 additional authors not shown)
2022 (modified: 09 Nov 2022)
CoRR 2022
Readers:
Everyone
Estimating Model Performance Under Domain Shifts with Class-Specific Confidence Scores
Zeju Li
,
Konstantinos Kamnitsas
,
Mobarakol Islam
,
Chen Chen
,
Ben Glocker
2022 (modified: 09 Nov 2022)
MICCAI (8) 2022
Readers:
Everyone
Estimating Model Performance under Domain Shifts with Class-Specific Confidence Scores
Zeju Li
,
Konstantinos Kamnitsas
,
Mobarakol Islam
,
Chen Chen
,
Ben Glocker
2022 (modified: 09 Nov 2022)
CoRR 2022
Readers:
Everyone
Angular Gap: Reducing the Uncertainty of Image Difficulty through Model Calibration
Bohua Peng
,
Mobarakol Islam
,
Mei Tu
Published: 01 Jan 2022, Last Modified: 14 May 2023
ACM Multimedia 2022
Readers:
Everyone
View all 61 publications
Co-Authors
Adithya K. Krishna
Alexander Jenke
An Wang
Angela An Qi See
Arifur Rahaman
Armine Vardazaryan
Barbara Seeliger
Beerend Gerats
Ben Glocker
Bharat Giddwani
Bhavesh Gupta
Bohua Peng
Bokai Zhang
Bruno Oliveira
Charith Chitraranjan
Chen Chen
Chen Qian
Chen-Chen Fan
Chinedu Innocent Nwoye
Chris Walsh
Christos Bergeles
Chwee Ming Lim
Claudio S. Ravasio
Cristians Gonzalez
Da-Han Wang
View all 146 co-authors