Dinesh Kumbhare

According to our database, Dinesh Kumbhare authored at least 7 papers between 2020 and 2025.

Collaborative distances:

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

2025

Segmentation-Aware Generative Reinforcement Network (GRN) for Tissue Layer Segmentation in 3-D Ultrasound Images for Chronic Low-back Pain (cLBP) Assessment.

Zixue Zeng, Xiaoyan Zhao, Matthew Cartier, Tong Yu, Jing Wang, Xin Meng, Zhiyu Sheng, Maryam Satarpour, John M. Cormack, Allison Bean, Ryan Nussbaum, Maya Maurer, Emily Landis-Walkenhorst, Dinesh Kumbhare, Kang Kim, Ajay Wasan, Jiantao Pu

CoRR, January, 2025

2024

Cracking the Chronic Pain code: A scoping review of Artificial Intelligence in Chronic Pain research.

Md. Asif Khan, Ryan G. L. Koh, Sajjad Rashidiani, Theodore Liu, Victoria Tucci, Dinesh Kumbhare, Thomas E. Doyle

Artif. Intell. Medicine, 2024

2023

Identification of Myofascial Trigger Point Using the Combination of Texture Analysis in B-Mode Ultrasound with Machine Learning Classifiers.

Fatemeh Shomal Zadeh, Ryan G. L. Koh, Banu Dilek, Kei Masani, Dinesh Kumbhare

Sensors, December, 2023

Check It Before You Wreck It: A Guide to STAR-ML for Screening Machine Learning Reporting in Research.

Ryan G. L. Koh, Md. Asif Khan, Sajjad Rashidiani, Samah Hassan, Victoria Tucci, Theodore Liu, Karlo Nesovic, Dinesh Kumbhare, Thomas E. Doyle

IEEE Access, 2023

2022

STAR-ML: A Rapid Screening Tool for Assessing Reporting of Machine Learning in Research.

Md. Asif Khan, Ryan G. L. Koh, Samah Hassan, Theodore Liu, Victoria Tucci, Dinesh Kumbhare, Thomas E. Doyle

Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2022

2021

Ultrasound Image Quality Evaluation using a Structural Similarity Based Autoencoder.

Karlo Nesovic, Ryan G. L. Koh, Azadeh Aghamohammadi-Sereshki, Fatemeh Shomal Zadeh, Milos R. Popovic, Dinesh Kumbhare

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Effect of Neighbourhood Size in Entropy Mapping of Ultrasound Images.

Ryan G. L. Koh, Michael Behr, Margaret Kirkwood, Dinesh Kumbhare

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020