Rayaz A. Malik

According to our database, Rayaz A. Malik authored at least 14 papers between 2000 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Longitudinal Studies of Wearables in Patients with Diabetes: Key Issues and Solutions.

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

Sensors, 2023

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

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, Rayaz A. Malik

Sensors, 2022

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

2021

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

2020

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

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2018

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

2017

An Automatic Tool for Quantification of Nerve Fibers in Corneal Confocal Microscopy Images.

Xin Chen, Jim Graham, Mohammad A. Dabbah, Ioannis N. Petropoulos, Mitra Tavakoli, Rayaz A. Malik

IEEE Trans. Biomed. Eng., 2017

Network topology of NaV1.7 mutations in sodium channel-related painful disorders.

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

BMC Syst. Biol., 2017

2016

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

Comput. Methods Programs Biomed., 2016

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

Automatic Corneal Nerve Fibre Detection for Diabetic Neuropathy Quantification.

Mohammad A. Dabbah, Jim Graham, Ioannis N. Petropoulos, Mitra Tavakoli, Rayaz A. Malik

Proceedings of the Medical Image Understanding and Analysis, 2011

2010

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

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

2000

Exploiting Weak Shape Constraints to Segment Capillary Images in Microangiopathy.

Mike Rogers, Jim Graham, Rayaz A. Malik

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2000