| 2025 | MICCAI | SAM 2 in Robotic Surgery: An Empirical Evaluation for Robustness and Generalization in Surgical Video Segmentation. | Jieming Yu, An Wang, Wenzhen Dong, Mengya Xu, Mobarakol Islam, Jie Wang, Long Bai, Hongliang Ren |
| 2024 | ECCV | DARES: Depth Anything in Robotic Endoscopic Surgery with Self-supervised Vector-LoRA of the Foundation Model. | Mona Sheikh Zeinoddin, Chiara Lena, Jiongqi Qu, Luca Carlini, Mattia Magro, Seunghoi Kim, Elena De Momi, Sophia Bano, Matthew Grech-Sollars, Evangelos B. Mazomenos, Daniel C. Alexander, Danail Stoyanov, Matthew J. Clarkson, Mobarakol Islam |
| 2024 | ICRA | LLM-Assisted Multi-Teacher Continual Learning for Visual Question Answering in Robotic Surgery. | Kexin Chen, Yuyang Du, Tao You, Mobarakol Islam, Ziyu Guo, Yueming Jin, Guangyong Chen, Pheng-Ann Heng |
| 2024 | ICRA | OSSAR: Towards Open-Set Surgical Activity Recognition in Robot-assisted Surgery. | Long Bai, Guankun Wang, Jie Wang, Xiaoxiao Yang, Huxin Gao, Xin Liang, An Wang, Mobarakol Islam, Hongliang Ren |
| 2024 | MICCAI | EndoUIC: Promptable Diffusion Transformer for Unified Illumination Correction in Capsule Endoscopy. | Long Bai, Tong Chen, Qiaozhi Tan, Wan Jun Nah, Yanheng Li, Zhicheng He, Sishen Yuan, Zhen Chen, Jinlin Wu, Mobarakol Islam, Zhen Li, Hongbin Liu, Hongliang Ren |
| 2024 | MICCAI | EndoDAC: Efficient Adapting Foundation Model for Self-Supervised Depth Estimation from Any Endoscopic Camera. | Beilei Cui, Mobarakol Islam, Long Bai, An Wang, Hongliang Ren |
| 2024 | MICCAI | PitVQA: Image-Grounded Text Embedding LLM for Visual Question Answering in Pituitary Surgery. | Runlong He, Mengya Xu, Adrito Das, Danyal Z. Khan, Sophia Bano, Hani J. Marcus, Danail Stoyanov, Matthew J. Clarkson, Mobarakol Islam |
| 2024 | MICCAI | Endo-4DGS: Endoscopic Monocular Scene Reconstruction with 4D Gaussian Splatting. | Yiming Huang, Beilei Cui, Long Bai, Ziqi Guo, Mengya Xu, Mobarakol Islam, Hongliang Ren |
| 2023 | ICRA | Surgical-VQLA:Transformer with Gated Vision-Language Embedding for Visual Question Localized-Answering in Robotic Surgery. | Long Bai, Mobarakol Islam, Lalithkumar Seenivasan, Hongliang Ren |
| 2023 | IROS | Generalizing Surgical Instruments Segmentation to Unseen Domains with One-to-Many Synthesis. | An Wang, Mobarakol Islam, Mengya Xu, Hongliang Ren |
| 2023 | MICCAI | LLCaps: Learning to Illuminate Low-Light Capsule Endoscopy with Curved Wavelet Attention and Reverse Diffusion. | Long Bai, Tong Chen, Yanan Wu, An Wang, Mobarakol Islam, Hongliang Ren |
| 2023 | MICCAI | Revisiting Distillation for Continual Learning on Visual Question Localized-Answering in Robotic Surgery. | Long Bai, Mobarakol Islam, Hongliang Ren |
| 2023 | MICCAI | CAT-ViL: Co-attention Gated Vision-Language Embedding for Visual Question Localized-Answering in Robotic Surgery. | Long Bai, Mobarakol Islam, Hongliang Ren |
| 2023 | MICCAI | Robustness Stress Testing in Medical Image Classification. | Mobarakol Islam, Zeju Li, Ben Glocker |
| 2023 | MICCAI | SurgicalGPT: End-to-End Language-Vision GPT for Visual Question Answering in Surgery. | Lalithkumar Seenivasan, Mobarakol Islam, Gokul Kannan, Hongliang Ren |
| 2023 | MICCAI | SAM Meets Robotic Surgery: An Empirical Study on Generalization, Robustness and Adaptation. | An Wang, Mobarakol Islam, Mengya Xu, Yang Zhang, Hongliang Ren |
| 2023 | MICCAI | S | An Wang, Mengya Xu, Yang Zhang, Mobarakol Islam, Hongliang Ren |
| 2022 | ECCV | Frequency Dropout: Feature-Level Regularization via Randomized Filtering. | Mobarakol Islam, Ben Glocker |
| 2022 | MICCAI | Estimating Model Performance Under Domain Shifts with Class-Specific Confidence Scores. | Zeju Li, Konstantinos Kamnitsas, Mobarakol Islam, Chen Chen, Ben Glocker |
| 2022 | MICCAI | Surgical-VQA: Visual Question Answering in Surgical Scenes Using Transformer. | Lalithkumar Seenivasan, Mobarakol Islam, Adithya K. Krishna, Hongliang Ren |
| 2022 | MICCAI | Rethinking Surgical Instrument Segmentation: A Background Image Can Be All You Need. | An Wang, Mobarakol Islam, Mengya Xu, Hongliang Ren |
| 2022 | MICCAI | Rethinking Surgical Captioning: End-to-End Window-Based MLP Transformer Using Patches. | Mengya Xu, Mobarakol Islam, Hongliang Ren |
| 2021 | ICRA | Learning Domain Adaptation with Model Calibration for Surgical Report Generation in Robotic Surgery. | Mengya Xu, Mobarakol Islam, Chwee Ming Lim, Hongliang Ren |
| 2021 | MICCAI | Class-Incremental Domain Adaptation with Smoothing and Calibration for Surgical Report Generation. | Mengya Xu, Mobarakol Islam, Chwee Ming Lim, Hongliang Ren |
| 2020 | ICRA | AP-MTL: Attention Pruned Multi-task Learning Model for Real-time Instrument Detection and Segmentation in Robot-assisted Surgery. | Mobarakol Islam, Vibashan VS, Hongliang Ren |
| 2020 | MICCAI | Learning and Reasoning with the Graph Structure Representation in Robotic Surgery. | Mobarakol Islam, Seenivasan Lalithkumar, Lim Chwee Ming, Hongliang Ren |
| 2020 | MICCAI | Radiogenomics of Glioblastoma: Identification of Radiomics Associated with Molecular Subtypes. | Navodini Wijethilake, Mobarakol Islam, Dulani Meedeniya, Charith Chitraranjan, Indika Perera, Hongliang Ren |
| 2019 | MICCAI | Learning Where to Look While Tracking Instruments in Robot-Assisted Surgery. | Mobarakol Islam, Yueyuan Li, Hongliang Ren |
| 2018 | MICCAI | Glioma Prognosis: Segmentation of the Tumor and Survival Prediction Using Shape, Geometric and Clinical Information. | Mobarakol Islam, V. Jeya Maria Jose, Hongliang Ren |
| 2018 | MICCAI | ICHNet: Intracerebral Hemorrhage (ICH) Segmentation Using Deep Learning. | Mobarakol Islam, Parita Sanghani, Angela An Qi See, Michael Lucas James, Nicolas Kon Kam King, Hongliang Ren |
| 2018 | MICCAI | Ischemic Stroke Lesion Segmentation Using Adversarial Learning. | Mobarakol Islam, N. Rajiv Vaidyanathan, V. Jeya Maria Jose, Hongliang Ren |
| 2017 | MICCAI | Multi-modal PixelNet for Brain Tumor Segmentation. | Mobarakol Islam, Hongliang Ren |
| 2001 | SMC | A new weight freezing method for reducing training time in designing artificial neural networks. | Mobarakol Islam, Md. Shahjahan, Kazuyuki Murase |