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ORCIDRayaz A. Malik
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2020 – today
- 2023
[j9]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:
Longitudinal Studies of Wearables in Patients with Diabetes: Key Issues and Solutions. Sensors 23(11): 5003 (2023)- 2022
- [j8]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:
Thermal Change Index-Based Diabetic Foot Thermogram Image Classification Using Machine Learning Techniques. Sensors 22(5): 1793 (2022) - [j7]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:
A Novel Machine Learning Approach for Severity Classification of Diabetic Foot Complications Using Thermogram Images. Sensors 22(11): 4249 (2022) - [i3]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:
A machine learning-based severity prediction tool for diabetic sensorimotor polyneuropathy using Michigan neuropathy screening instrumentations. CoRR abs/2203.15151 (2022) - 2021
- [j6]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:
A machine learning model for early detection of diabetic foot using thermogram images. Comput. Biol. Medicine 137: 104838 (2021) - [i2]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:
A Machine Learning Model for Early Detection of Diabetic Foot using Thermogram Images. CoRR abs/2106.14207 (2021) - 2020
- [c4]Ning Zhang, Susan T. Francis, Rayaz A. Malik, Xin Chen:
A Spatially Constrained Deep Convolutional Neural Network for Nerve Fiber Segmentation in Corneal Confocal Microscopic Images Using Inaccurate Annotations. ISBI 2020: 456-460 - [i1]Ning Zhang, Susan T. Francis, Rayaz A. Malik, Xin Chen:
A Spatially Constrained Deep Convolutional Neural Network for Nerve Fiber Segmentation in Corneal Confocal Microscopic Images using Inaccurate Annotations. CoRR abs/2004.09443 (2020)
2010 – 2019
- 2018
- [j5]Shumoos Al-Fahdawi, Rami Qahwaji, Alaa S. Al-Waisy, Stanley S. Ipson, Maryam Ferdousi, Rayaz A. Malik, Arun Brahma:
A fully automated cell segmentation and morphometric parameter system for quantifying corneal endothelial cell morphology. Comput. Methods Programs Biomed. 160: 11-23 (2018) - 2017
- [j4]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:
Network topology of NaV1.7 mutations in sodium channel-related painful disorders. BMC Syst. Biol. 11(1): 28:1-28:16 (2017) - [j3]Xin Chen, Jim Graham, Mohammad A. Dabbah, Ioannis N. Petropoulos, Mitra Tavakoli, Rayaz A. Malik:
An Automatic Tool for Quantification of Nerve Fibers in Corneal Confocal Microscopy Images. IEEE Trans. Biomed. Eng. 64(4): 786-794 (2017) - 2016
- [j2]Shumoos Al-Fahdawi, Rami Qahwaji, Alaa S. Al-Waisy, Stanley S. Ipson, Rayaz A. Malik, Arun Brahma, Xin Chen:
A fully automatic nerve segmentation and morphometric parameter quantification system for early diagnosis of diabetic neuropathy in corneal images. Comput. Methods Programs Biomed. 135: 151-166 (2016) - 2011
- [j1]Mohammad A. Dabbah, Jim Graham, Ioannis N. Petropoulos, Mitra Tavakoli, Rayaz A. Malik:
Automatic analysis of diabetic peripheral neuropathy using multi-scale quantitative morphology of nerve fibres in corneal confocal microscopy imaging. Medical Image Anal. 15(5): 738-747 (2011) - [c3]Mohammad A. Dabbah, Jim Graham, Ioannis N. Petropoulos, Mitra Tavakoli, Rayaz A. Malik:
Automatic Corneal Nerve Fibre Detection for Diabetic Neuropathy Quantification. MIUA 2011: 345-350 - 2010
- [c2]Mohammad A. Dabbah, Jim Graham, Ioannis N. Petropoulos, Mitra Tavakoli, Rayaz A. Malik:
Dual-Model Automatic Detection of Nerve-Fibres in Corneal Confocal Microscopy Images. MICCAI (1) 2010: 300-307
2000 – 2009
- 2000
- [c1]Mike Rogers, Jim Graham, Rayaz A. Malik:
Exploiting Weak Shape Constraints to Segment Capillary Images in Microangiopathy. MICCAI 2000: 717-726
Coauthor Index
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