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Faculty



Jayendra M Bhalodiya

Assistant Professor

PhD (The University of Warwick)

[email protected]

   


Research Interests: Medical Image Processing, Computer Vision, Health Informatics, Artificial Intelligence


Profile

Professor Jayendra Bhalodiya believes in holistic education covering academic, social, emotional, and spiritual intelligence that can contribute towards a healthy society and wealthy nation. Particularly in academic intelligence, Professor Bhalodiya believes in multidisciplinary problem-solving approach to add value to the society. Professor Bhalodiya did Bachelor of Engineering in Information Technology at LD College of Engineering, Ahmedabad. Then, he pursued a Junior Research Fellowship at the Department of Industrial & Systems Engineering in IIT Kharagpur. Professor Bhalodiya did Doctor of Philosophy in Engineering at Warwick Manufacturing Group (WMG) of the University of Warwick. After that, Professor Bhalodiya pursued a research fellowship as part of the Health Data Research UK project at the Institute of Digital Healthcare, WMG, the University of Warwick.

Research

Professor Bhalodiya addresses medical diagnostic tools and techniques research through computer science methods. His main clinical interests are cardiac and brain conditions. His technical interests are computer vision, image processing, and artificial intelligence methods. Professor Bhalodiya’s PhD research addressed developing a safe and accurate method to identify infarcted muscle in myocardial infarcted patients. For that, he developed a novel method that does not require harmful gadolinium-based contrast agent injection. Moreover, he introduced the local weighted mean transformation function to myocardial tracking and strain calculation problem-solving in 2D and 3D. Professor Bhalodiya’s post-doctoral research addressed efficient and accurate brain tumour diagnosis using multiple MRI sequences and artificial intelligence methods. Professor Bhalodiya employed various brain tumour segmentation methods to identify tumour areas. Moreover, he adopted radiomics features analysis to identify novel image biomarkers in brain tumour diagnosis. Professor Bhalodiya also has interests in arts. He depicts realism and expressionism through wildlife photography. His favourite subjects are birds. Professor Bhalodiya’s interview and photographs are published in internationally leading wildlife magazines. He encourages ethical wildlife tourism efforts.

Publications

Engineering

  • Jayendra M Bhalodiya. Identification of MR image biomarkers in brain tumour patients using machine learning and radiomics features. Book chapter in Explainable AI in Healthcare Analytics, CRC Press, Taylor & Francis Group. (Accepted)
  • Prajakta Rathod, Jayendra M Bhalodiya, and Shefali Naik. Epilepsy detection using Bi-LSTM with explainable artificial intelligence. IEEE 19th India Council International Conference (INDICON) 2022, 24 to 26 November at Kochi, Kerala, India (2022). https://doi.org/10.1109/INDICON56171.2022.10039816
  • Jayendra M Bhalodiya, Sarah N Lim Choi Keung, and Theodoros N Arvanitis. Magnetic resonance image-based brain tumour segmentation methods: A systematic review. Digital Health, 8, pg 1-19. (2022). https://doi.org/10.1177/20552076221074122
  • Jayendra M Bhalodiya, Arnab Palit, Gerard Giblin, Manoj K Tiwari, Sanjay K Prasad, Sunil K Bhudia, Theodoros N Arvanitis, and Mark A Williams. Identifying Myocardial Infarction Using Hierarchical Template Matching–Based Myocardial Strain: Algorithm Development and Usability Study. JMIR Med Inform, JMIR, 9:2, e22164. (2021). https://doi.org/10.2196/22164
  • Jayendra M Bhalodiya, Arnab Palit, Enzo Ferrante, Manoj K Tiwari, Sunil K Bhudia, Theodoros N Arvanitis, and Mark A Williams. Hierarchical Template Matching for 3D Myocardial Tracking and Cardiac Strain Estimation. Scientific Reports, Nature, 9:1, 12450. (2019). https://doi.org/10.1038/s41598-019-48927-2
  • Jayendra M Bhalodiya, Arnab Palit, Manoj K Tiwari, Sanjay K Prasad, Sunil K Bhudia, Theodoros N Arvanitis, and Mark A Williams. A Novel Hierarchical Template Matching Model for Cardiac Motion Estimation. Scientific Reports, Nature, 8:1, 4475, (2018). https://doi.org/10.1038/s41598-018-22543-y

 

Wildlife

  • Jayendra Bhalodiya. Lesser Flamingos and Ghudkhurs of Little Rann of Kutch, India. Wild Planet, (2022)
  • Jayendra Bhalodiya. Indian Pond-heron Ardeola grayii Fights for Freedom at Mangalajodi. BUCEROS, Environmental Information System (ENVIS) Newsletter, Vol 26, No 2&3, Pp 19, Bombay Natural History Society (BNHS) Estd. 1883, (2022) 
  • Jayendra Bhalodiya. Spectacular Mornings in Little Rann of Kutch. Wildlife Photographic Magazine, Issue 54, pg 86-87, (2022)
  • Jayendra Bhalodiya. Playful Puffins: Tale from the Bush. Commisioned by BBC Wildlife Magazine, (2021)
  • Jayendra Bhalodiya. Lesser Flamingo: Photo. Bombay Natural History Society (BNHS) poster on Central Asian Flyway-India's National Action Plan Priority Species, (2021) 
  • Jayendra Bhalodiya. Photo Challenge: Colour. Purple Sunbird. Wild Planet Photo Magazine, Issue 90, pg 80-81, (2021).
  • Jayendra Bhalodiya. Five Minutes With: Interview. Wild Planet Photo Magazine, Issue 84, pg 222-231, (2020).

Research Projects

  • Cardiomyopathy teleconsultation app
    • A mobile application to help consultant cardiologists in diagnosing cardiomyopathy patients to recommend a patient-specific management plan. The app is empowered with robust assessment criteria practised over several decades by our collaborators. Moreover, it is easy to use for the patients and clinical staff.

 

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School of Engineering and Applied Science

Ahmedabad University
Central Campus
Navrangpura, Ahmedabad 380009
Gujarat, India

[email protected]
+91.79.61911100

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