Mobarakol Islam

Mobarakol Islam

Imperial College London

H-index: 19

Europe-United Kingdom

About Mobarakol Islam

Mobarakol Islam, With an exceptional h-index of 19 and a recent h-index of 19 (since 2020), a distinguished researcher at Imperial College London, specializes in the field of Multimodal Medical Imaging, Surgical Data Science, Robotic Surgery, Clinical LLMs, Safe & Responsible AI.

His recent articles reflect a diverse array of research interests and contributions to the field:

Surgical-DeSAM: Decoupling SAM for Instrument Segmentation in Robotic Surgery

PitSurgRT: real-time localization of critical anatomical structures in endoscopic pituitary surgery

LLM-Assisted Multi-Teacher Continual Learning for Visual Question Answering in Robotic Surgery

EndoOOD: Uncertainty-aware Out-of-distribution Detection in Capsule Endoscopy Diagnosis

OSSAR: Towards Open-Set Surgical Activity Recognition in Robot-assisted Surgery

Privacy-Preserving Synthetic Continual Semantic Segmentation for Robotic Surgery

Surgical-DINO: Adapter Learning of Foundation Model for Depth Estimation in Endoscopic Surgery

Preface DART 2023

Mobarakol Islam Information

University

Position

Postdoctoral Researcher

Citations(all)

2676

Citations(since 2020)

2631

Cited By

737

hIndex(all)

19

hIndex(since 2020)

19

i10Index(all)

29

i10Index(since 2020)

28

Email

University Profile Page

Google Scholar

Mobarakol Islam Skills & Research Interests

Multimodal Medical Imaging

Surgical Data Science

Robotic Surgery

Clinical LLMs

Safe & Responsible AI

Top articles of Mobarakol Islam

Surgical-DeSAM: Decoupling SAM for Instrument Segmentation in Robotic Surgery

arXiv preprint arXiv:2404.14040

2024/4/22

PitSurgRT: real-time localization of critical anatomical structures in endoscopic pituitary surgery

International Journal of Computer Assisted Radiology and Surgery

2024/3/25

LLM-Assisted Multi-Teacher Continual Learning for Visual Question Answering in Robotic Surgery

IEEE ICRA 2024

2024/2/26

Yuyang Du
Yuyang Du

H-Index: 5

Mobarakol Islam
Mobarakol Islam

H-Index: 9

EndoOOD: Uncertainty-aware Out-of-distribution Detection in Capsule Endoscopy Diagnosis

ISBI 2024

2024/2/18

Long Bai
Long Bai

H-Index: 5

Mobarakol Islam
Mobarakol Islam

H-Index: 9

OSSAR: Towards Open-Set Surgical Activity Recognition in Robot-assisted Surgery

IEEE ICRA 2024

2024/2/10

Privacy-Preserving Synthetic Continual Semantic Segmentation for Robotic Surgery

IEEE Transactions on Medical Imaging 2024

2024/2/8

Mengya Xu
Mengya Xu

H-Index: 4

Mobarakol Islam
Mobarakol Islam

H-Index: 9

Long Bai
Long Bai

H-Index: 5

Surgical-DINO: Adapter Learning of Foundation Model for Depth Estimation in Endoscopic Surgery

IPCAI 2024

2024/1/11

Preface DART 2023

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2024

SimCol3D--3D Reconstruction during Colonoscopy Challenge

arXiv preprint arXiv:2307.11261

2023/7/20

LLCaps: Learning to Illuminate Low-Light Capsule Endoscopy with Curved Wavelet Attention and Reverse Diffusion

MICCAI 2023

2023/7/5

Generalizing Surgical Instruments Segmentation to Unseen Domains with One-to-Many Synthesis

IROS 2023

2023/6/28

An Wang
An Wang

H-Index: 3

Mobarakol Islam
Mobarakol Islam

H-Index: 9

Mengya Xu
Mengya Xu

H-Index: 4

Curriculum-Based Augmented Fourier Domain Adaptation for Robust Medical Image Segmentation

IEEE Transactions on Automation Science and Engineering

2023/6/6

An Wang
An Wang

H-Index: 3

Mobarakol Islam
Mobarakol Islam

H-Index: 9

Mengya Xu
Mengya Xu

H-Index: 4

S ME: Spatial-Spectral Mutual Teaching and Ensemble Learning for Scribble-supervised Polyp Segmentation

MICCAI 2023

2023/6/1

Confidence-Aware Paced-Curriculum Learning by Label Smoothing for Surgical Scene Understanding

IEEE Transactions on Automation Science and Engineering

2023/5/29

Surgical-VQLA: Transformer with Gated Vision-Language Embedding for Visual Question Localized-Answering in Robotic Surgery

2023/5/29

Task-aware asynchronous multi-task model with class incremental contrastive learning for surgical scene understanding

International Journal of Computer Assisted Radiology and Surgery

2023/5

SurgicalGPT: End-to-End Language-Vision GPT for Visual Question Answering in Surgery

2023/10/1

Landmark Detection using Transformer Toward Robot-assisted Nasal Airway Intubation

Procedia Computer Science

2023/1/1

Long Bai
Long Bai

H-Index: 5

An Wang
An Wang

H-Index: 3

Mobarakol Islam
Mobarakol Islam

H-Index: 9

See List of Professors in Mobarakol Islam University(Imperial College London)

Co-Authors

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