Exploiting Weak Shape Constraints to Segment Capillary Images in Microangiopathy. - Mike Rogers; Jim Graham; Rayaz A. Malik (MICCAI, 2000)

Dual-Model Automatic Detection of Nerve-Fibres in Corneal Confocal Microscopy Images. - Mohammad A. Dabbah; Jim Graham; Ioannis N. Petropoulos; Mitra Tavakoli; Rayaz A. Malik (MICCAI (1), 2010)

Automatic Corneal Nerve Fibre Detection for Diabetic Neuropathy Quantification. - Mohammad A. Dabbah; Jim Graham; Ioannis N. Petropoulos; Mitra Tavakoli; Rayaz A. Malik (MIUA, 2011)

Automatic analysis of diabetic peripheral neuropathy using multi-scale quantitative morphology of nerve fibres in corneal confocal microscopy imaging. - Mohammad A. Dabbah; Jim Graham; Ioannis N. Petropoulos; Mitra Tavakoli; Rayaz A. Malik (Medical Image Anal., 2011)

A fully automatic nerve segmentation and morphometric parameter quantification system for early diagnosis of diabetic neuropathy in corneal images. - Shumoos Al-Fahdawi; Rami Qahwaji; Alaa S. Al-Waisy; Stanley S. Ipson; Rayaz A. Malik; Arun Brahma; Xin Chen 003 (Comput. Methods Programs Biomed., 2016)

Network topology of NaV1.7 mutations in sodium channel-related painful disorders. - Dimos Kapetis; Jenny Sassone; Yang Yang 049; 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; et al. (BMC Syst. Biol., 2017)

An Automatic Tool for Quantification of Nerve Fibers in Corneal Confocal Microscopy Images. - Xin Chen 003; Jim Graham; Mohammad A. Dabbah; Ioannis N. Petropoulos; Mitra Tavakoli; Rayaz A. Malik (IEEE Trans. Biomed. Eng., 2017)

A fully automated cell segmentation and morphometric parameter system for quantifying corneal endothelial cell morphology. - Shumoos Al-Fahdawi; Rami Qahwaji; Alaa S. Al-Waisy; Stanley S. Ipson; Maryam Ferdousi; Rayaz A. Malik; Arun Brahma (Comput. Methods Programs Biomed., 2018)

A Spatially Constrained Deep Convolutional Neural Network for Nerve Fiber Segmentation in Corneal Confocal Microscopic Images Using Inaccurate Annotations. - Ning Zhang; Susan T. Francis; Rayaz A. Malik; Xin Chen 003 (ISBI, 2020)

A machine learning model for early detection of diabetic foot using thermogram images. - 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 (Comput. Biol. Medicine, 2021)

A machine learning-based severity prediction tool for diabetic sensorimotor polyneuropathy using Michigan neuropathy screening instrumentations. - 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 (CoRR, 2022)

Thermal Change Index-Based Diabetic Foot Thermogram Image Classification Using Machine Learning Techniques. - 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; et al. (Sensors, 2022)

A Novel Machine Learning Approach for Severity Classification of Diabetic Foot Complications Using Thermogram Images. - 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 (Sensors, 2022)

Longitudinal Studies of Wearables in Patients with Diabetes: Key Issues and Solutions. - Ahmad Yaser Alhaddad; Hussein Aly 001; Hoda Gad; Einas Elgassim; Ibrahim Mohammed; Khaled Baagar; Abdulaziz Al-Ali 001; Kishor Kumar Sadasivuni; John-John Cabibihan; Rayaz A. Malik (Sensors, 2023)

HMSViT: A Hierarchical Masked Self-Supervised Vision Transformer for Corneal Nerve Segmentation and Diabetic Neuropathy Diagnosis. - Xin Zhang 033; Liangxiu Han; Yue Shi; Yanlin Zheng; Uazman Alam; Maryam Ferdousi; Rayaz A. Malik (CoRR, 2025)