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Kaushiki Roy
Kaushiki Roy
Jadavpur University
Verified email at jadavpuruniversity.in
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Year
A multi-organ nucleus segmentation challenge
N Kumar, R Verma, D Anand, Y Zhou, OF Onder, E Tsougenis, H Chen, ...
IEEE transactions on medical imaging 39 (5), 1380-1391, 2019
1402019
Patch-based system for Classification of Breast Histology images using deep learning
K Roy, D Banik, D Bhattacharjee, M Nasipuri
Computerized Medical Imaging and Graphics, 2018
1202018
An Automated system for Segmenting platelets from Microscopic images of Blood Cells
R Dey, K Roy, D Bhattacharjee, M Nasipuri, P Ghosh
2015 International Symposium on Advanced Computing and Communication (ISACC …, 2015
192015
Polyp-Net: A multimodel fusion network for polyp segmentation
D Banik, K Roy, D Bhattacharjee, M Nasipuri, O Krejcar
IEEE Transactions on Instrumentation and Measurement 70, 1-12, 2020
172020
A smart phone based app for automated segmentation and counting of platelets
K Roy, R Dey, D Bhattacharjee, M Nasipuri, P Ghosh
2016 3rd International Conference on Recent Advances in Information …, 2016
42016
An automated system for measuring hematocrit level of human blood from total RBC count
R Dey, K Roy, D Bhattacharjee, M Nasipuri, P Ghosh
2016 International Conference on Advances in Computing, Communications and …, 2016
32016
An automated system for platelet segmentation using histogram-based thresholding
K Roy, R Dey, D Bhattacharjee, M Nasipuri, P Ghosh
2016 2nd International Conference on Advances in Computing, Communication …, 2016
22016
Microscopic image segmentation using hybrid technique for dengue prediction
P Ghosh, R Dey, K Roy, D Bhattacharjee, M Nashipuri
Hybrid soft computing for image segmentation, 109-136, 2016
22016
LwMLA-NET: A Lightweight Multi-Level Attention-Based NETwork for Segmentation of COVID-19 Lungs Abnormalities From CT Images
K Roy, D Banik, D Bhattacharjee, O Krejcar, C Kollmann
IEEE Transactions on Instrumentation and Measurement 71, 1-13, 2022
12022
Domain-Specific Cues for the Usability of Marker-Controlled Watershed Algorithm and U-Net for Medical Image Segmentation
K Roy, D Bhattacharjee, M Khatun, A Dutta
Artificial Intelligence on Medical Data, 409-418, 2023
2023
BUS-Net: A Fusion-based Lesion Segmentation Model for Breast Ultrasound (BUS) Images
K Roy, D Bhattacharjee, C Kollmann
Proceedings of International Conference on Frontiers in Computing and …, 2023
2023
EM-Net: An Efficient M-Net for segmentation of surgical instruments in colonoscopy frames
D Banik, K Roy, D Bhattacharjee
Nordic Machine Intelligence 1 (1), 14-16, 2021
2021
Automated classification of mitotic catastrophe by use of the centromere fragmentation morphology
K Roy, CW Lewis, GK Chan, D Bhattacharjee
Biochemistry and Cell Biology 99 (2), 261-271, 2021
2021
Automated Segmentation of Cervical Cells Using MSER Algorithm and Gradient Embedded Cost
K Roy, D Bhattacharjee, M Nasipuri
Computer Vision and Machine Intelligence in Medical Image Analysis …, 2019
2019
A Transfer-learning Based Deep Learning Framework for Automated Classification of Pap Smear Cervical Images
K Roy, D Bhattacharjee, M Nasipuri
BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY 124, 204-205, 2019
2019
A Novel Approach for Segmenting WBCs in Smartphones Using Color-Based Segmentation
R Dey, K Roy, D Bhattacharjee, M Nasipuri, P Ghosh
Proceedings of the International Conference on Computing and Communication …, 2018
2018
Surface-plasmon opto-magnetic field enhancement for magnetization reversal of on-chip nanomagnets
A Dutta, D Shah, B Beauchamp, K Roy, VM Shalaev, EE Marinero, ...
2017 Conference on Lasers and Electro-Optics (CLEO), 1-2, 2017
2017
A Novel Technique for Segmenting Platelets by k-Means Clustering
K Roy, R Dey, D Bhattacharjee, M Nasipuri, P Ghosh
International Conference on Advances in Computing and Data Sciences, 22-29, 2016
2016
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