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Sumit K. Banchhor
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2020 – today
- 2023
- [j14]Bikesh Kumar Singh, Sonali Dutta, Poonam Chand, Khilesh Kumar, Sumit Kumar Banchhor:
An improved multi-criteria-based feature selection approach for detection of coronary artery disease in machine learning paradigm. Int. J. Comput. Vis. Robotics 13(5): 533-555 (2023) - 2022
- [j13]Abhijit Roy
, Bikesh Kumar Singh
, Sumit K. Banchhor, Kesari Verma:
Segmentation of malignant tumours in mammogram images: A hybrid approach using convolutional neural networks and connected component analysis. Expert Syst. J. Knowl. Eng. 39(1) (2022) - 2021
- [j12]Satya Prakash Sahu
, Narendra D. Londhe
, Shrish Verma, Bikesh Kumar Singh
, Sumit K. Banchhor
:
Improved pulmonary lung nodules risk stratification in computed tomography images by fusing shape and texture features in a machine-learning paradigm. Int. J. Imaging Syst. Technol. 31(3): 1503-1518 (2021)
2010 – 2019
- 2019
- [j11]Bikesh Kumar Singh
, Pankaj K. Jain
, Sumit K. Banchhor, Kesari Verma:
Performance evaluation of breast lesion detection systems with expert delineations: a comparative investigation on mammographic images. Multim. Tools Appl. 78(16): 22421-22444 (2019) - 2018
- [j10]Elisa Cuadrado Godia
, Md. Maniruzzaman
, Tadashi Araki, Anudeep Puvvula
, Md. Jahanur Rahman, Luca Saba, Harman S. Suri, Ajay Gupta, Sumit K. Banchhor, Jagjit S. Teji, Tomaz Omerzu, Narendra N. Khanna
, John R. Laird, Andrew Nicolaides, Sophie Mavrogeni
, George D. Kitas, Jasjit S. Suri:
Morphologic TPA (mTPA) and composite risk score for moderate carotid atherosclerotic plaque is strongly associated with HbA1c in diabetes cohort. Comput. Biol. Medicine 101: 128-145 (2018) - [j9]Sumit K. Banchhor, Narendra D. Londhe
, Tadashi Araki, Luca Saba, Petia Radeva, Narendra N. Khanna
, Jasjit S. Suri:
Calcium detection, its quantification, and grayscale morphology-based risk stratification using machine learning in multimodality big data coronary and carotid scans: A review. Comput. Biol. Medicine 101: 184-198 (2018) - 2017
- [j8]Sumit K. Banchhor, Narendra D. Londhe
, Tadashi Araki, Luca Saba, Petia Radeva, John R. Laird, Jasjit S. Suri:
Well-balanced system for coronary calcium detection and volume measurement in a low resolution intravascular ultrasound videos. Comput. Biol. Medicine 84: 168-181 (2017) - [j7]Sumit K. Banchhor, Narendra D. Londhe
, Tadashi Araki, Luca Saba, Petia Radeva, John R. Laird, Jasjit S. Suri:
Wall-based measurement features provides an improved IVUS coronary artery risk assessment when fused with plaque texture-based features during machine learning paradigm. Comput. Biol. Medicine 91: 198-212 (2017) - [j6]Luca Saba, Sumit K. Banchhor, Narendra D. Londhe
, Tadashi Araki, John R. Laird, Ajay Gupta, Andrew Nicolaides, Jasjit S. Suri:
Web-based accurate measurements of carotid lumen diameter and stenosis severity: An ultrasound-based clinical tool for stroke risk assessment during multicenter clinical trials. Comput. Biol. Medicine 91: 306-317 (2017) - 2016
- [j5]Luca Saba, Sumit K. Banchhor, Harman S. Suri, Narendra D. Londhe
, Tadashi Araki, Nobutaka Ikeda, Klaudija Viskovic, Shoaib Shafique, John R. Laird, Ajay Gupta, Andrew Nicolaides, Jasjit S. Suri:
Accurate cloud-based smart IMT measurement, its validation and stroke risk stratification in carotid ultrasound: A web-based point-of-care tool for multicenter clinical trial. Comput. Biol. Medicine 75: 217-234 (2016) - [j4]Tadashi Araki, Nobutaka Ikeda, Devarshi Shukla
, Narendra D. Londhe
, Vimal K. Shrivastava
, Sumit K. Banchhor, Luca Saba, Andrew Nicolaides, Shoaib Shafique, John R. Laird, Jasjit S. Suri:
A new method for IVUS-based coronary artery disease risk stratification: A link between coronary & carotid ultrasound plaque burdens. Comput. Methods Programs Biomed. 124: 161-179 (2016) - [j3]Tadashi Araki, Nobutaka Ikeda, Devarshi Shukla
, Pankaj Kumar Jain
, Narendra D. Londhe
, Vimal K. Shrivastava
, Sumit K. Banchhor, Luca Saba, Andrew Nicolaides, Shoaib Shafique, John R. Laird, Jasjit S. Suri:
PCA-based polling strategy in machine learning framework for coronary artery disease risk assessment in intravascular ultrasound: A link between carotid and coronary grayscale plaque morphology. Comput. Methods Programs Biomed. 128: 137-158 (2016) - [j2]Sumit K. Banchhor, Tadashi Araki, Narendra D. Londhe
, Nobutaka Ikeda, Petia Radeva, Ayman El-Baz
, Luca Saba, Andrew Nicolaides, Shoaib Shafique, John R. Laird, Jasjit S. Suri:
Five multiresolution-based calcium volume measurement techniques from coronary IVUS videos: A comparative approach. Comput. Methods Programs Biomed. 134: 237-258 (2016) - [j1]Tadashi Araki, Sumit K. Banchhor, Narendra D. Londhe
, Nobutaka Ikeda, Petia Radeva
, Devarshi Shukla
, Luca Saba, Antonella Balestrieri, Andrew Nicolaides, Shoaib Shafique, John R. Laird, Jasjit S. Suri:
Reliable and Accurate Calcium Volume Measurement in Coronary Artery Using Intravascular Ultrasound Videos. J. Medical Syst. 40(3): 51:1-51:20 (2016)
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