Rayaz A. Malik

18 papers A 1Journal 14Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
A WDLoRA-Based Multimodal Generative Framework for Clinically Guided Corneal Confocal Microscopy Image Synthesis in Diabetic Neuropathy.
CoRR
Xin Zhang, Liangxiu Han, Yue Shi, Yalin Zheng, Uazman Alam, Maryam Ferdousi, Rayaz A. Malik
2025 J jnl
HMSViT: A Hierarchical Masked Self-Supervised Vision Transformer for Corneal Nerve Segmentation and Diabetic Neuropathy Diagnosis.
CoRR
Xin Zhang, Liangxiu Han, Yue Shi, Yanlin Zheng, Uazman Alam, Maryam Ferdousi, Rayaz A. Malik
2023 J jnl
Longitudinal Studies of Wearables in Patients with Diabetes: Key Issues and Solutions.
Sensors
Ahmad Yaser Alhaddad, Hussein Aly, Hoda Gad, Einas Elgassim, Ibrahim Mohammed, Khaled Baagar, Abdulaziz Al-Ali, Kishor Kumar Sadasivuni, John-John Cabibihan, Rayaz A. Malik
2022 J jnl
A Novel Machine Learning Approach for Severity Classification of Diabetic Foot Complications Using Thermogram Images.
Sensors
Amith Khandakar, Muhammad Enamul Hoque Chowdhury, Mamun Bin Ibne Reaz, Sawal Hamid Md. Ali, Serkan Kiranyaz, Tawsifur Rahman, Moajjem Hossain Chowdhury, Mohamed Arselene Ayari, Rashad Alfkey, Ahmad Ashrif A. Bakar, Rayaz A. Malik, Anwarul Hasan
2022 J jnl
A machine learning-based severity prediction tool for diabetic sensorimotor polyneuropathy using Michigan neuropathy screening instrumentations.
CoRR
Fahmida Haque, Mamun Bin Ibne Reaz, Muhammad Enamul Hoque Chowdhury, Rayaz A. Malik, Mohammed Alhatou, Syoji Kobashi, Iffat Ara, Sawal Hamid Md. Ali, Ahmad Ashrif A. Bakar, Geetika Srivastava
2022 J jnl
Thermal Change Index-Based Diabetic Foot Thermogram Image Classification Using Machine Learning Techniques.
Sensors
Amith Khandakar, Muhammad Enamul Hoque Chowdhury, Mamun Bin Ibne Reaz, Sawal Hamid Md. Ali, Tariq O. Abbas, Tanvir Alam, Mohamed Arselene Ayari, Zaid Bin Mahbub, Rumana Habib, Tawsifur Rahman, Anas M. Tahir, Ahmad Ashrif A. Bakar, Rayaz A. Malik
2021 J jnl
A Machine Learning Model for Early Detection of Diabetic Foot using Thermogram Images.
CoRR
Amith Khandakar, Muhammad Enamul Hoque Chowdhury, Mamun Bin Ibne Reaz, Sawal Hamid Md. Ali, Anwarul Hasan, Serkan Kiranyaz, Tawsifur Rahman, Rashad Alfkey, Ahmad Ashrif A. Bakar, Rayaz A. Malik
2021 J jnl
A machine learning model for early detection of diabetic foot using thermogram images.
Comput. Biol. Medicine
Amith Khandakar, Muhammad Enamul Hoque Chowdhury, Mamun Bin Ibne Reaz, Sawal Hamid Md. Ali, Anwarul Hasan, Serkan Kiranyaz, Tawsifur Rahman, Rashad Alfkey, Ahmad Ashrif A. Bakar, Rayaz A. Malik
2020 — conf
A Spatially Constrained Deep Convolutional Neural Network for Nerve Fiber Segmentation in Corneal Confocal Microscopic Images Using Inaccurate Annotations.
ISBI
Ning Zhang, Susan T. Francis, Rayaz A. Malik, Xin Chen
2020 J jnl
A Spatially Constrained Deep Convolutional Neural Network for Nerve Fiber Segmentation in Corneal Confocal Microscopic Images using Inaccurate Annotations.
CoRR
Ning Zhang, Susan T. Francis, Rayaz A. Malik, Xin Chen
2018 J jnl
A fully automated cell segmentation and morphometric parameter system for quantifying corneal endothelial cell morphology.
Comput. Methods Programs Biomed.
Shumoos Al-Fahdawi, Rami Qahwaji, Alaa S. Al-Waisy, Stanley S. Ipson, Maryam Ferdousi, Rayaz A. Malik, Arun Brahma
2017 J jnl
An Automatic Tool for Quantification of Nerve Fibers in Corneal Confocal Microscopy Images.
IEEE Trans. Biomed. Eng.
Xin Chen, Jim Graham, Mohammad A. Dabbah, Ioannis N. Petropoulos, Mitra Tavakoli, Rayaz A. Malik
2017 J jnl
Network topology of NaV1.7 mutations in sodium channel-related painful disorders.
BMC Syst. Biol.
Dimos Kapetis, Jenny Sassone, Yang Yang, Barbara Galbardi, Markos N. Xenakis, Ronald L. Westra, Radek Szklarczyk, Patrick Lindsey, Catharina G. Faber, Monique Gerrits, Ingemar S. J. Merkies, Sulayman D. Dib-Hajj, Massimo Mantegazza, Stephen G. Waxman, Giuseppe Lauria, Michela Taiana, Margherita Marchi, Raffaella Lombardi, Daniele Cazzato, Filippo Martinelli-Boneschi, Andrea Zauli, Ferdinando Clarelli, Silvia Santoro, Ignazio Lopez, Angelo Quattrini, Janneke Hoeijmakers, Maurice Sopacua, Bianca de Greef, Hubert J. M. Smeets, Rowida Al Momani, Jo Michel Vanoevelen, Ivo Eijkenboom, Sandrine Cestèle, Oana Chever, Rayaz A. Malik, Mitra Tavakoli, Dan Ziegler
2016 J jnl
A fully automatic nerve segmentation and morphometric parameter quantification system for early diagnosis of diabetic neuropathy in corneal images.
Comput. Methods Programs Biomed.
Shumoos Al-Fahdawi, Rami Qahwaji, Alaa S. Al-Waisy, Stanley S. Ipson, Rayaz A. Malik, Arun Brahma, Xin Chen
2011 — conf
Automatic Corneal Nerve Fibre Detection for Diabetic Neuropathy Quantification.
MIUA
Mohammad A. Dabbah, Jim Graham, Ioannis N. Petropoulos, Mitra Tavakoli, Rayaz A. Malik
2011 J jnl
Automatic analysis of diabetic peripheral neuropathy using multi-scale quantitative morphology of nerve fibres in corneal confocal microscopy imaging.
Medical Image Anal.
Mohammad A. Dabbah, Jim Graham, Ioannis N. Petropoulos, Mitra Tavakoli, Rayaz A. Malik
2010 — conf
Dual-Model Automatic Detection of Nerve-Fibres in Corneal Confocal Microscopy Images.
MICCAI (1)
Mohammad A. Dabbah, Jim Graham, Ioannis N. Petropoulos, Mitra Tavakoli, Rayaz A. Malik
2000 A conf
Exploiting Weak Shape Constraints to Segment Capillary Images in Microangiopathy.
MICCAI
Mike Rogers, Jim Graham, Rayaz A. Malik