Mobarakol Islam

129 papers A* 6A 1B 1Journal 88Unranked 31

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Augmented reality system for endoscopic pituitary surgery with automatic registration. Int. J. Comput. Assist. Radiol. Surg. Aure Enkaoua, João Ramalhinho, Mobarakol Islam, Hani J. Marcus, Matthew J. Clarkson
2025	J	`jnl`	Endo-FASt3r: Endoscopic Foundation model Adaptation for Structure from motion. CoRR Mona Sheikh Zeinoddin, Mobarakol Islam, Zafer Tandogdu, Greg Shaw, Matthew J. Clarkson, Evangelos B. Mazomenos, Danail Stoyanov
2025	J	`jnl`	LMT++: Adaptively Collaborating LLMs With Multi-Specialized Teachers for Continual VQA in Robotic Surgical Videos. IEEE Trans. Medical Imaging Yuyang Du, Kexin Chen, Yue Zhan, Chang Han Low, Mobarakol Islam, Ziyu Guo, Yueming Jin, Guangyong Chen, Pheng-Ann Heng
2025	J	`jnl`	Learning to Efficiently Adapt Foundation Models for Self-Supervised Endoscopic 3D Scene Reconstruction from Any Cameras. CoRR Beilei Cui, Long Bai, Mobarakol Islam, An Wang, Zhiqi Ma, Yiming Huang, Feng Li, Zhen Chen, Zhongliang Jiang, Nassir Navab, Hongliang Ren
2025	J	`jnl`	Multimodal Graph Representation Learning for Robust Surgical Workflow Recognition with Adversarial Feature Disentanglement. CoRR Long Bai, Boyi Ma, Ruohan Wang, Guankun Wang, Beilei Cui, Zhongliang Jiang, Mobarakol Islam, Zhe Min, Jiewen Lai, Nassir Navab, Hongliang Ren
2025	J	`jnl`	Multimodal graph representation learning for robust surgical workflow recognition with adversarial feature disentanglement. Inf. Fusion Long Bai, Boyi Ma, Ruohan Wang, Guankun Wang, Beilei Cui, Zhongliang Jiang, Mobarakol Islam, Zhe Min, Jiewen Lai, Nassir Navab, Hongliang Ren
2025	J	`jnl`	PedSemiSeg: Pedagogy-inspired semi-supervised polyp segmentation. Comput. Medical Imaging Graph. An Wang, Haoyu Ma, Long Bai, Yanan Wu, Mengya Xu, Yang Zhang, Mobarakol Islam, Hongliang Ren
2025	J	`jnl`	PitVQA++: Vector Matrix-Low-Rank Adaptation for Open-Ended Visual Question Answering in Pituitary Surgery. CoRR Runlong He, Danyal Z. Khan, Evangelos B. Mazomenos, Hani J. Marcus, Danail Stoyanov, Matthew J. Clarkson, Mobarakol Islam
2025	J	`jnl`	Rethinking data imbalance in class incremental surgical instrument segmentation. Medical Image Anal. Shifang Zhao, Long Bai, Kun Yuan, Feng Li, Jieming Yu, Wenzhen Dong, Guankun Wang, Mobarakol Islam, Nicolas Padoy, Nassir Navab, Hongliang Ren
2025	—	`conf`	SAM 2 in Robotic Surgery: An Empirical Evaluation for Robustness and Generalization in Surgical Video Segmentation. EMA4MICCAI Jieming Yu, An Wang, Wenzhen Dong, Mengya Xu, Mobarakol Islam, Jie Wang, Long Bai, Hongliang Ren
2025	J	`jnl`	Surgical-VQLA++: Adversarial contrastive learning for calibrated robust visual question-localized answering in robotic surgery. Inf. Fusion Long Bai, Guankun Wang, Mobarakol Islam, Lalithkumar Seenivasan, An Wang, Hongliang Ren
2025	J	`jnl`	SurgicalVLM-Agent: Towards an Interactive AI Co-Pilot for Pituitary Surgery. CoRR Jiayuan Huang, Runlong He, Danyal Z. Khan, Evangelos B. Mazomenos, Danail Stoyanov, Hani J. Marcus, Matthew J. Clarkson, Mobarakol Islam
2024	J	`jnl`	Confidence-Aware Paced-Curriculum Learning by Label Smoothing for Surgical Scene Understanding. IEEE Trans Autom. Sci. Eng. Mengya Xu, Mobarakol Islam, Ben Glocker, Hongliang Ren
2024	J	`jnl`	Curriculum-Based Augmented Fourier Domain Adaptation for Robust Medical Image Segmentation. IEEE Trans Autom. Sci. Eng. An Wang, Mobarakol Islam, Mengya Xu, Hongliang Ren
2024	—	`conf`	DARES: Depth Anything in Robotic Endoscopic Surgery with Self-supervised Vector-LoRA of the Foundation Model. ECCV Workshops (11) 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	J	`jnl`	DARES: Depth Anything in Robotic Endoscopic Surgery with Self-supervised Vector-LoRA of the Foundation Model. CoRR 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	—	`ed.`	Domain Adaptation and Representation Transfer - 5th MICCAI Workshop, DART 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023, Proceedings DART@MICCAI Lisa M. Koch, M. Jorge Cardoso, Enzo Ferrante, Konstantinos Kamnitsas, Mobarakol Islam, Meirui Jiang, Nicola Rieke, Sotirios A. Tsaftaris, Dong Yang
2024	—	`conf`	Endo-4DGS: Endoscopic Monocular Scene Reconstruction with 4D Gaussian Splatting. MICCAI (6) Yiming Huang, Beilei Cui, Long Bai, Ziqi Guo, Mengya Xu, Mobarakol Islam, Hongliang Ren
2024	—	`conf`	EndoDAC: Efficient Adapting Foundation Model for Self-Supervised Depth Estimation from Any Endoscopic Camera. MICCAI (6) Beilei Cui, Mobarakol Islam, Long Bai, An Wang, Hongliang Ren
2024	J	`jnl`	EndoDAC: Efficient Adapting Foundation Model for Self-Supervised Depth Estimation from Any Endoscopic Camera. CoRR Beilei Cui, Mobarakol Islam, Long Bai, An Wang, Hongliang Ren
2024	J	`jnl`	EndoOOD: Uncertainty-aware Out-of-distribution Detection in Capsule Endoscopy Diagnosis. CoRR Qiaozhi Tan, Long Bai, Guankun Wang, Mobarakol Islam, Hongliang Ren
2024	—	`conf`	EndoUIC: Promptable Diffusion Transformer for Unified Illumination Correction in Capsule Endoscopy. MICCAI (7) 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	J	`jnl`	EndoUIC: Promptable Diffusion Transformer for Unified Illumination Correction in Capsule Endoscopy. CoRR Long Bai, Qiaozhi Tan, Tong Chen, Wan Jun Nah, Yanheng Li, Zhicheng He, Sishen Yuan, Zhen Chen, Jinlin Wu, Mobarakol Islam, Zhen Li, Hongbin Liu, Hongliang Ren
2024	—	`conf`	Endoood: Uncertainty-Aware Out-of-Distribution Detection in Capsule Endoscopy Diagnosis. ISBI Qiaozhi Tan, Long Bai, Guankun Wang, Mobarakol Islam, Hongliang Ren
2024	J	`jnl`	Illumination Histogram Consistency Metric for Quantitative Assessment of Video Sequences. CoRR Long Chen, Mobarakol Islam, Matthew J. Clarkson, Thomas Dowrick
2024	A*	`conf`	LLM-Assisted Multi-Teacher Continual Learning for Visual Question Answering in Robotic Surgery. ICRA Kexin Chen, Yuyang Du, Tao You, Mobarakol Islam, Ziyu Guo, Yueming Jin, Guangyong Chen, Pheng-Ann Heng
2024	J	`jnl`	LLM-Assisted Multi-Teacher Continual Learning for Visual Question Answering in Robotic Surgery. CoRR Kexin Chen, Yuyang Du, Tao You, Mobarakol Islam, Ziyu Guo, Yueming Jin, Guangyong Chen, Pheng-Ann Heng
2024	A*	`conf`	OSSAR: Towards Open-Set Surgical Activity Recognition in Robot-assisted Surgery. ICRA Long Bai, Guankun Wang, Jie Wang, Xiaoxiao Yang, Huxin Gao, Xin Liang, An Wang, Mobarakol Islam, Hongliang Ren
2024	J	`jnl`	OSSAR: Towards Open-Set Surgical Activity Recognition in Robot-assisted Surgery. CoRR Long Bai, Guankun Wang, Jie Wang, Xiaoxiao Yang, Huxin Gao, Xin Liang, An Wang, Mobarakol Islam, Hongliang Ren
2024	J	`jnl`	PitSurgRT: real-time localization of critical anatomical structures in endoscopic pituitary surgery. Int. J. Comput. Assist. Radiol. Surg. Zhehua Mao, Adrito Das, Mobarakol Islam, Danyal Z. Khan, Simon C. Williams, John G. Hanrahan, Anouk Borg, Neil L. Dorward, Matthew J. Clarkson, Danail Stoyanov, Hani J. Marcus, Sophia Bano
2024	—	`conf`	PitVQA: Image-Grounded Text Embedding LLM for Visual Question Answering in Pituitary Surgery. MICCAI (6) Runlong He, Mengya Xu, Adrito Das, Danyal Z. Khan, Sophia Bano, Hani J. Marcus, Danail Stoyanov, Matthew J. Clarkson, Mobarakol Islam
2024	J	`jnl`	PitVQA: Image-grounded Text Embedding LLM for Visual Question Answering in Pituitary Surgery. CoRR Runlong He, Mengya Xu, Adrito Das, Danyal Z. Khan, Sophia Bano, Hani J. Marcus, Danail Stoyanov, Matthew J. Clarkson, Mobarakol Islam
2024	J	`jnl`	Privacy-Preserving Synthetic Continual Semantic Segmentation for Robotic Surgery. CoRR Mengya Xu, Mobarakol Islam, Long Bai, Hongliang Ren
2024	J	`jnl`	Privacy-Preserving Synthetic Continual Semantic Segmentation for Robotic Surgery. IEEE Trans. Medical Imaging Mengya Xu, Mobarakol Islam, Long Bai, Hongliang Ren
2024	J	`jnl`	SAM 2 in Robotic Surgery: An Empirical Evaluation for Robustness and Generalization in Surgical Video Segmentation. CoRR Jieming Yu, An Wang, Wenzhen Dong, Mengya Xu, Mobarakol Islam, Jie Wang, Long Bai, Hongliang Ren
2024	J	`jnl`	SimCol3D - 3D reconstruction during colonoscopy challenge. Medical Image Anal. Anita Rau, Sophia Bano, Yueming Jin, Pablo Azagra, Javier Morlana, Rawen Kader, Edward Sanderson, Bogdan J. Matuszewski, Jae Young Lee, Dong-Jae Lee, Erez Posner, Netanel Frank, Varshini Elangovan, Sista Raviteja, Zhengwen Li, Jiquan Liu, Seenivasan Lalithkumar, Mobarakol Islam, Hongliang Ren, Laurence B. Lovat, José M. M. Montiel, Danail Stoyanov
2024	J	`jnl`	Surgical-DINO: Adapter Learning of Foundation Models for Depth Estimation in Endoscopic Surgery. CoRR Beilei Cui, Mobarakol Islam, Long Bai, Hongliang Ren
2024	J	`jnl`	Surgical-DINO: adapter learning of foundation models for depth estimation in endoscopic surgery. Int. J. Comput. Assist. Radiol. Surg. Beilei Cui, Mobarakol Islam, Long Bai, Hongliang Ren
2024	J	`jnl`	Surgical-DeSAM: Decoupling SAM for Instrument Segmentation in Robotic Surgery. CoRR Yuyang Sheng, Sophia Bano, Matthew J. Clarkson, Mobarakol Islam
2024	J	`jnl`	Surgical-DeSAM: decoupling SAM for instrument segmentation in robotic surgery. Int. J. Comput. Assist. Radiol. Surg. Yuyang Sheng, Sophia Bano, Matthew J. Clarkson, Mobarakol Islam
2024	J	`jnl`	Surgical-LVLM: Learning to Adapt Large Vision-Language Model for Grounded Visual Question Answering in Robotic Surgery. CoRR Guankun Wang, Long Bai, Wan Jun Nah, Jie Wang, Zhaoxi Zhang, Zhen Chen, Jinlin Wu, Mobarakol Islam, Hongbin Liu, Hongliang Ren
2024	J	`jnl`	Surgical-VQLA++: Adversarial Contrastive Learning for Calibrated Robust Visual Question-Localized Answering in Robotic Surgery. CoRR Long Bai, Guankun Wang, Mobarakol Islam, Lalithkumar Seenivasan, An Wang, Hongliang Ren
2024	J	`jnl`	SurgicalGS: Dynamic 3D Gaussian Splatting for Accurate Robotic-Assisted Surgical Scene Reconstruction. CoRR Jialei Chen, Xin Zhang, Mobarakol Islam, Francisco Vasconcelos, Danail Stoyanov, Daniel S. Elson, Baoru Huang
2024	J	`jnl`	Transferring Knowledge from High-Quality to Low-Quality MRI for Adult Glioma Diagnosis. CoRR Yanguang Zhao, Long Bai, Zhaoxi Zhang, Yanan Wu, Mobarakol Islam, Hongliang Ren
2023	J	`jnl`	CAT-ViL: Co-Attention Gated Vision-Language Embedding for Visual Question Localized-Answering in Robotic Surgery. CoRR Long Bai, Mobarakol Islam, Hongliang Ren
2023	—	`conf`	CAT-ViL: Co-attention Gated Vision-Language Embedding for Visual Question Localized-Answering in Robotic Surgery. MICCAI (9) Long Bai, Mobarakol Islam, Hongliang Ren
2023	J	`jnl`	CholecTriplet2021: A benchmark challenge for surgical action triplet recognition. Medical Image Anal. 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, Bokai Zhang, Beerend G. A. Gerats, Sista Raviteja, Rachana Sathish, Rong Tao, Satoshi Kondo, Winnie Pang, Hongliang Ren, Julian Ronald Abbing, Mohammad Hasan Sarhan, Sebastian Bodenstedt, Nithya Bhasker, Bruno Oliveira, Helena R. Torres, Li Ling, Finn Gaida, Tobias Czempiel, João L. Vilaça, Pedro Morais, Jaime C. Fonseca, Ruby Mae Egging, Inge Nicole Wijma, Chen Qian, Guibin Bian, Zhen Li, Velmurugan Balasubramanian, Debdoot Sheet, Imanol Luengo, Yuanbo Zhu, Shuai Ding, Jakob-Anton Aschenbrenner, Nicolas Elini van der Kar, Mengya Xu, Mobarakol Islam, Lalithkumar Seenivasan, Alexander Jenke, Danail Stoyanov, Didier Mutter, Pietro Mascagni, Barbara Seeliger, Cristians Gonzalez, Nicolas Padoy
2023	J	`jnl`	Curriculum-Based Augmented Fourier Domain Adaptation for Robust Medical Image Segmentation. CoRR An Wang, Mobarakol Islam, Mengya Xu, Hongliang Ren
2023	A	`conf`	Generalizing Surgical Instruments Segmentation to Unseen Domains with One-to-Many Synthesis. IROS An Wang, Mobarakol Islam, Mengya Xu, Hongliang Ren
2023	J	`jnl`	Generalizing Surgical Instruments Segmentation to Unseen Domains with One-to-Many Synthesis. CoRR An Wang, Mobarakol Islam, Mengya Xu, Hongliang Ren
2023	—	`conf`	LLCaps: Learning to Illuminate Low-Light Capsule Endoscopy with Curved Wavelet Attention and Reverse Diffusion. MICCAI (10) Long Bai, Tong Chen, Yanan Wu, An Wang, Mobarakol Islam, Hongliang Ren
2023	J	`jnl`	LLCaps: Learning to Illuminate Low-Light Capsule Endoscopy with Curved Wavelet Attention and Reverse Diffusion. CoRR Long Bai, Tong Chen, Yanan Wu, An Wang, Mobarakol Islam, Hongliang Ren
2023	J	`jnl`	Landmark Detection using Transformer Toward Robot-assisted Nasal Airway Intubation. CoRR Tianhang Liu, Hechen Li, Long Bai, Yanan Wu, An Wang, Mobarakol Islam, Hongliang Ren
2023	J	`jnl`	Paced-Curriculum Distillation with Prediction and Label Uncertainty for Image Segmentation. CoRR Mobarakol Islam, Lalithkumar Seenivasan, S. P. Sharan, V. K. Viekash, Bhavesh Gupta, Ben Glocker, Hongliang Ren
2023	J	`jnl`	Paced-curriculum distillation with prediction and label uncertainty for image segmentation. Int. J. Comput. Assist. Radiol. Surg. Mobarakol Islam, Lalithkumar Seenivasan, S. P. Sharan, V. K. Viekash, Bhavesh Gupta, Ben Glocker, Hongliang Ren
2023	—	`conf`	Revisiting Distillation for Continual Learning on Visual Question Localized-Answering in Robotic Surgery. MICCAI (9) Long Bai, Mobarakol Islam, Hongliang Ren
2023	J	`jnl`	Revisiting Distillation for Continual Learning on Visual Question Localized-Answering in Robotic Surgery. CoRR Long Bai, Mobarakol Islam, Hongliang Ren
2023	—	`conf`	Robustness Stress Testing in Medical Image Classification. UNSURE@MICCAI Mobarakol Islam, Zeju Li, Ben Glocker
2023	J	`jnl`	Robustness Stress Testing in Medical Image Classification. CoRR Mobarakol Islam, Zeju Li, Ben Glocker
2023	—	`conf`	S MICCAI (1) An Wang, Mengya Xu, Yang Zhang, Mobarakol Islam, Hongliang Ren
2023	J	`jnl`	S CoRR An Wang, Mengya Xu, Yang Zhang, Mobarakol Islam, Hongliang Ren
2023	J	`jnl`	SAM Meets Robotic Surgery: An Empirical Study in Robustness Perspective. CoRR An Wang, Mobarakol Islam, Mengya Xu, Yang Zhang, Hongliang Ren
2023	—	`conf`	SAM Meets Robotic Surgery: An Empirical Study on Generalization, Robustness and Adaptation. ISIC/Care-AI/MedAGI/DeCaF@MICCAI An Wang, Mobarakol Islam, Mengya Xu, Yang Zhang, Hongliang Ren
2023	J	`jnl`	SAM Meets Robotic Surgery: An Empirical Study on Generalization, Robustness and Adaptation. CoRR An Wang, Mobarakol Islam, Mengya Xu, Yang Zhang, Hongliang Ren
2023	J	`jnl`	SimCol3D - 3D Reconstruction during Colonoscopy Challenge. CoRR Anita Rau, Sophia Bano, Yueming Jin, Pablo Azagra, Javier Morlana, Edward Sanderson, Bogdan J. Matuszewski, Jae Young Lee, Dong-Jae Lee, Erez Posner, Netanel Frank, Varshini Elangovan, Sista Raviteja, Zhengwen Li, Jiquan Liu, Seenivasan Lalithkumar, Mobarakol Islam, Hongliang Ren, José M. M. Montiel, Danail Stoyanov
2023	J	`jnl`	Surgical tool classification and localization: results and methods from the MICCAI 2022 SurgToolLoc challenge. CoRR Aneeq Zia, Kiran Bhattacharyya, Xi Liu, Max Berniker, Ziheng Wang, Rogerio Nespolo, Satoshi Kondo, Satoshi Kasai, Kousuke Hirasawa, Bo Liu, David Austin, Yiheng Wang, Michal Futrega, Jean-Francois Puget, Zhenqiang Li, Yoichi Sato, Ryo Fujii, Ryo Hachiuma, Mana Masuda, Hideo Saito, An Wang, Mengya Xu, Mobarakol Islam, Long Bai, Winnie Pang, Hongliang Ren, Chinedu Innocent Nwoye, Luca Sestini, Nicolas Padoy, Maximilian Nielsen, Samuel Schüttler, Thilo Sentker, Hümeyra Husseini, Ivo M. Baltruschat, Rüdiger Schmitz, René Werner, Aleksandr Matsun, Mugariya Farooq, Numan Saeed, Jose Renato Restom Viera, Mohammad Yaqub, Neil Getty, Fangfang Xia, Zixuan Zhao, Xiaotian Duan, Xing Yao, Ange Lou, Hao Yang, Jintong Han, Jack H. Noble, Jie Ying Wu, Tamer Abdulbaki Alshirbaji, Nour Aldeen Jalal, Herag Arabian, Ning Ding, Knut Moeller, Weiliang Chen, Quan He, Lena Maier-Hein, Danail Stoyanov, Stefanie Speidel, Anthony M. Jarc
2023	J	`jnl`	Surgical-VQLA: Transformer with Gated Vision-Language Embedding for Visual Question Localized-Answering in Robotic Surgery. CoRR Long Bai, Mobarakol Islam, Lalithkumar Seenivasan, Hongliang Ren
2023	A*	`conf`	Surgical-VQLA:Transformer with Gated Vision-Language Embedding for Visual Question Localized-Answering in Robotic Surgery. ICRA Long Bai, Mobarakol Islam, Lalithkumar Seenivasan, Hongliang Ren
2023	—	`conf`	SurgicalGPT: End-to-End Language-Vision GPT for Visual Question Answering in Surgery. MICCAI (9) Lalithkumar Seenivasan, Mobarakol Islam, Gokul Kannan, Hongliang Ren
2023	J	`jnl`	SurgicalGPT: End-to-End Language-Vision GPT for Visual Question Answering in Surgery. CoRR Lalithkumar Seenivasan, Mobarakol Islam, Gokul Kannan, Hongliang Ren
2023	J	`jnl`	Task-aware asynchronous multi-task model with class incremental contrastive learning for surgical scene understanding. Int. J. Comput. Assist. Radiol. Surg. Lalithkumar Seenivasan, Mobarakol Islam, Mengya Xu, Chwee Ming Lim, Hongliang Ren
2022	A*	`conf`	Angular Gap: Reducing the Uncertainty of Image Difficulty through Model Calibration. ACM Multimedia Bohua Peng, Mobarakol Islam, Mei Tu
2022	J	`jnl`	Angular Gap: Reducing the Uncertainty of Image Difficulty through Model Calibration. CoRR Bohua Peng, Mobarakol Islam, Mei Tu
2022	J	`jnl`	Bi-Link: Bridging Inductive Link Predictions from Text via Contrastive Learning of Transformers and Prompts. CoRR Bohua Peng, Shihao Liang, Mobarakol Islam
2022	J	`jnl`	CholecTriplet2021: A benchmark challenge for surgical action triplet recognition. CoRR 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, Bokai Zhang, Beerend G. A. Gerats, Sista Raviteja, Rachana Sathish, Rong Tao, Satoshi Kondo, Winnie Pang, Hongliang Ren, Julian Ronald Abbing, Mohammad Hasan Sarhan, Sebastian Bodenstedt, Nithya Bhasker, Bruno Oliveira, Helena R. Torres, Li Ling, Finn Gaida, Tobias Czempiel, João L. Vilaça, Pedro Morais, Jaime C. Fonseca, Ruby Mae Egging, Inge Nicole Wijma, Chen Qian, Guibin Bian, Zhen Li, Velmurugan Balasubramanian, Debdoot Sheet, Imanol Luengo, Yuanbo Zhu, Shuai Ding, Jakob-Anton Aschenbrenner, Nicolas Elini van der Kar, Mengya Xu, Mobarakol Islam, Lalithkumar Seenivasan, Alexander Jenke, Danail Stoyanov, Didier Mutter, Pietro Mascagni, Barbara Seeliger, Cristians Gonzalez, Nicolas Padoy
2022	J	`jnl`	Class Balanced PixelNet for Neurological Image Segmentation. CoRR Mobarakol Islam, Hongliang Ren
2022	J	`jnl`	Confidence-Aware Paced-Curriculum Learning by Label Smoothing for Surgical Scene Understanding. CoRR Mengya Xu, Mobarakol Islam, Ben Glocker, Hongliang Ren
2022	—	`ed.`	Domain Adaptation and Representation Transfer - 4th MICCAI Workshop, DART 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings DART@MICCAI Konstantinos Kamnitsas, Lisa M. Koch, Mobarakol Islam, Ziyue Xu, Manuel Jorge Cardoso, Qi Dou, Nicola Rieke, Sotirios A. Tsaftaris
2022	—	`conf`	Estimating Model Performance Under Domain Shifts with Class-Specific Confidence Scores. MICCAI (8) Zeju Li, Konstantinos Kamnitsas, Mobarakol Islam, Chen Chen, Ben Glocker
2022	J	`jnl`	Estimating Model Performance under Domain Shifts with Class-Specific Confidence Scores. CoRR Zeju Li, Konstantinos Kamnitsas, Mobarakol Islam, Chen Chen, Ben Glocker
2022	—	`conf`	Frequency Dropout: Feature-Level Regularization via Randomized Filtering. ECCV Workshops (3) Mobarakol Islam, Ben Glocker
2022	J	`jnl`	Frequency Dropout: Feature-Level Regularization via Randomized Filtering. CoRR Mobarakol Islam, Ben Glocker
2022	J	`jnl`	Global-Reasoned Multi-Task Learning Model for Surgical Scene Understanding. CoRR Seenivasan Lalithkumar, Sai Mitheran, Mobarakol Islam, Hongliang Ren
2022	J	`jnl`	Global-Reasoned Multi-Task Learning Model for Surgical Scene Understanding. IEEE Robotics Autom. Lett. Seenivasan Lalithkumar, Sai Mitheran, Mobarakol Islam, Hongliang Ren
2022	J	`jnl`	Identifying risk factors of intracerebral hemorrhage stability using explainable attention model. Medical Biol. Eng. Comput. 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	J	`jnl`	Ischemic Stroke Lesion Segmentation Using Adversarial Learning. CoRR Mobarakol Islam, N. Rajiv Vaidyanathan, V. Jeya Maria Jose, Hongliang Ren
2022	J	`jnl`	Rethinking Feature Extraction: Gradient-Based Localized Feature Extraction for End-To-End Surgical Downstream Tasks. IEEE Robotics Autom. Lett. Winnie Pang, Mobarakol Islam, Sai Mitheran, Lalithkumar Seenivasan, Mengya Xu, Hongliang Ren
2022	—	`conf`	Rethinking Surgical Captioning: End-to-End Window-Based MLP Transformer Using Patches. MICCAI (8) Mengya Xu, Mobarakol Islam, Hongliang Ren
2022	J	`jnl`	Rethinking Surgical Captioning: End-to-End Window-Based MLP Transformer Using Patches. CoRR Mengya Xu, Mobarakol Islam, Hongliang Ren
2022	—	`conf`	Rethinking Surgical Instrument Segmentation: A Background Image Can Be All You Need. MICCAI (8) An Wang, Mobarakol Islam, Mengya Xu, Hongliang Ren
2022	J	`jnl`	Rethinking Surgical Instrument Segmentation: A Background Image Can Be All You Need. CoRR An Wang, Mobarakol Islam, Mengya Xu, Hongliang Ren
2022	—	`conf`	Surgical-VQA: Visual Question Answering in Surgical Scenes Using Transformer. MICCAI (8) Lalithkumar Seenivasan, Mobarakol Islam, Adithya K. Krishna, Hongliang Ren
2022	J	`jnl`	Surgical-VQA: Visual Question Answering in Surgical Scenes using Transformer. CoRR Lalithkumar Seenivasan, Mobarakol Islam, Adithya K. Krishna, Hongliang Ren
2022	J	`jnl`	Task-Aware Asynchronous Multi-Task Model with Class Incremental Contrastive Learning for Surgical Scene Understanding. CoRR Lalithkumar Seenivasan, Mobarakol Islam, Mengya Xu, Chwee Ming Lim, Hongliang Ren
2021	J	`jnl`	2020 CATARACTS Semantic Segmentation Challenge. CoRR Imanol Luengo, Maria Grammatikopoulou, Rahim Mohammadi, Chris Walsh, Chinedu Innocent Nwoye, Deepak Alapatt, Nicolas Padoy, Zhen-Liang Ni, Chen-Chen Fan, Gui-Bin Bian, Zeng-Guang Hou, Heonjin Ha, Jiacheng Wang, Haojie Wang, Dong Guo, Lu Wang, Guotai Wang, Mobarakol Islam, Bharat Giddwani, Hongliang Ren, Theodoros Pissas, Claudio S. Ravasio, Martin Huber, Jeremy Birch, Joan M. Nunez Do Rio, Lyndon Da Cruz, Christos Bergeles, Hongyu Chen, Fucang Jia, Nikhil Kumar Tomar, Debesh Jha, Michael A. Riegler, Pål Halvorsen, Sophia Bano, Uddhav Vaghela, Jianyuan Hong, Haili Ye, Feihong Huang, Da-Han Wang, Danail Stoyanov
2021	J	`jnl`	Brain Tumor Segmentation and Survival Prediction using 3D Attention UNet. CoRR Mobarakol Islam, Vibashan VS, V. Jeya Maria Jose, Navodini Wijethilake, Uppal Utkarsh, Hongliang Ren
2021	J	`jnl`	Class-Distribution-Aware Calibration for Long-Tailed Visual Recognition. CoRR Mobarakol Islam, Seenivasan Lalithkumar, Hongliang Ren, Ben Glocker
2021	—	`conf`	Class-Incremental Domain Adaptation with Smoothing and Calibration for Surgical Report Generation. MICCAI (4) Mengya Xu, Mobarakol Islam, Chwee Ming Lim, Hongliang Ren
2021	J	`jnl`	Class-Incremental Domain Adaptation with Smoothing and Calibration for Surgical Report Generation. CoRR Mengya Xu, Mobarakol Islam, Chwee Ming Lim, Hongliang Ren
2021	J	`jnl`	Glioblastoma Multiforme Prognosis: MRI Missing Modality Generation, Segmentation and Radiogenomic Survival Prediction. CoRR Mobarakol Islam, Navodini Wijethilake, Hongliang Ren
2021	J	`jnl`	Glioblastoma multiforme prognosis: MRI missing modality generation, segmentation and radiogenomic survival prediction. Comput. Medical Imaging Graph. Mobarakol Islam, Navodini Wijethilake, Hongliang Ren
2021	J	`jnl`	Glioma Prognosis: Segmentation of the Tumor and Survival Prediction using Shape, Geometric and Clinical Information. CoRR Mobarakol Islam, V. Jeya Maria Jose, Hongliang Ren
2021	J	`jnl`	Glioma Survival Analysis Empowered With Data Engineering - A Survey. IEEE Access Navodini Wijethilake, Dulani Meedeniya, Charith Chitraranjan, Indika Perera, Mobarakol Islam, Hongliang Ren
2021	A*	`conf`	Learning Domain Adaptation with Model Calibration for Surgical Report Generation in Robotic Surgery. ICRA Mengya Xu, Mobarakol Islam, Chwee Ming Lim, Hongliang Ren
2021	J	`jnl`	Learning Domain Adaptation with Model Calibration for Surgical Report Generation in Robotic Surgery. CoRR Mengya Xu, Mobarakol Islam, Chwee Ming Lim, Hongliang Ren
2021	J	`jnl`	ST-MTL: Spatio-Temporal Multitask Learning Model to Predict Scanpath While Tracking Instruments in Robotic Surgery. CoRR Mobarakol Islam, Vibashan VS, Chwee Ming Lim, Hongliang Ren
2021	J	`jnl`	ST-MTL: Spatio-Temporal multitask learning model to predict scanpath while tracking instruments in robotic surgery. Medical Image Anal. Mobarakol Islam, Vibashan VS, Chwee Ming Lim, Hongliang Ren
2021	—	`conf`	Spatially Varying Label Smoothing: Capturing Uncertainty from Expert Annotations. IPMI Mobarakol Islam, Ben Glocker
2021	J	`jnl`	Spatially Varying Label Smoothing: Capturing Uncertainty from Expert Annotations. CoRR Mobarakol Islam, Ben Glocker
2020	A*	`conf`	AP-MTL: Attention Pruned Multi-task Learning Model for Real-time Instrument Detection and Segmentation in Robot-assisted Surgery. ICRA Mobarakol Islam, Vibashan VS, Hongliang Ren
2020	J	`jnl`	AP-MTL: Attention Pruned Multi-task Learning Model for Real-time Instrument Detection and Segmentation in Robot-assisted Surgery. CoRR Mobarakol Islam, Vibashan VS, Hongliang Ren
2020	—	`conf`	Learning and Reasoning with the Graph Structure Representation in Robotic Surgery. MICCAI (3) Mobarakol Islam, Seenivasan Lalithkumar, Lim Chwee Ming, Hongliang Ren
2020	J	`jnl`	Learning and Reasoning with the Graph Structure Representation in Robotic Surgery. CoRR Mobarakol Islam, Seenivasan Lalithkumar, Lim Chwee Ming, Hongliang Ren
2020	J	`jnl`	Radiogenomics model for overall survival prediction of glioblastoma. Medical Biol. Eng. Comput. Navodini Wijethilake, Mobarakol Islam, Hongliang Ren
2020	—	`conf`	Radiogenomics of Glioblastoma: Identification of Radiomics Associated with Molecular Subtypes. MLCN/RNO-AI@MICCAI Navodini Wijethilake, Mobarakol Islam, Dulani Meedeniya, Charith Chitraranjan, Indika Perera, Hongliang Ren
2020	J	`jnl`	Radiogenomics of Glioblastoma: Identification of Radiomics associated with Molecular Subtypes. CoRR Navodini Wijethilake, Mobarakol Islam, Dulani Meedeniya, Charith Chitraranjan, Indika Perera, Hongliang Ren
2020	J	`jnl`	Real-Time Instrument Segmentation in Robotic Surgery using Auxiliary Supervised Deep Adversarial Learning. CoRR Mobarakol Islam, Daniel Anojan Atputharuban, Ravikiran Ramesh, Hongliang Ren
2020	J	`jnl`	Ultrasound needle segmentation and trajectory prediction using excitation network. Int. J. Comput. Assist. Radiol. Surg. Jia Yi Lee, Mobarakol Islam, Jing Ru Woh, T. S. Mohamed Washeem, Lee Ying Clara Ngoh, Weng Kin Wong, Hongliang Ren
2019	—	`conf`	Brain Tumor Segmentation and Survival Prediction Using 3D Attention UNet. BrainLes@MICCAI (1) Mobarakol Islam, V. S. Vibashan, V. Jeya Maria Jose, Navodini Wijethilake, Uppal Utkarsh, Hongliang Ren
2019	—	`conf`	Learning Where to Look While Tracking Instruments in Robot-Assisted Surgery. MICCAI (5) Mobarakol Islam, Yueyuan Li, Hongliang Ren
2019	J	`jnl`	Learning Where to Look While Tracking Instruments in Robot-assisted Surgery. CoRR Mobarakol Islam, Yueyuan Li, Hongliang Ren
2019	J	`jnl`	Real-Time Instrument Segmentation in Robotic Surgery Using Auxiliary Supervised Deep Adversarial Learning. IEEE Robotics Autom. Lett. Mobarakol Islam, Daniel Anojan Atputharuban, Ravikiran Ramesh, Hongliang Ren
2018	—	`conf`	Finger Movement Classification from Myoelectric Signals Using Convolutional Neural Networks. ROBIO Venkatesh Bharadwaj Srinivasan, Mobarakol Islam, Wei Zhang, Hongliang Ren
2018	—	`conf`	Glioma Prognosis: Segmentation of the Tumor and Survival Prediction Using Shape, Geometric and Clinical Information. BrainLes@MICCAI (2) Mobarakol Islam, V. Jeya Maria Jose, Hongliang Ren
2018	—	`conf`	ICHNet: Intracerebral Hemorrhage (ICH) Segmentation Using Deep Learning. BrainLes@MICCAI (1) Mobarakol Islam, Parita Sanghani, Angela An Qi See, Michael Lucas James, Nicolas Kon Kam King, Hongliang Ren
2018	—	`conf`	Ischemic Stroke Lesion Segmentation Using Adversarial Learning. BrainLes@MICCAI (1) Mobarakol Islam, N. Rajiv Vaidyanathan, V. Jeya Maria Jose, Hongliang Ren
2017	—	`conf`	Multi-modal PixelNet for Brain Tumor Segmentation. BrainLes@MICCAI Mobarakol Islam, Hongliang Ren
2011	—	`conf`	An Efficient Neural Network Training Algorithm with Maximized Gradient Function and Modulated Chaos. ISCID (1) Mobarakol Islam, Arifur Rahaman, Md. Mehedi Hasan, M. Shahjahan
2001	B	`conf`	A new weight freezing method for reducing training time in designing artificial neural networks. SMC Mobarakol Islam, Md. Shahjahan, Kazuyuki Murase