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Kaushiki Roy
Kaushiki Roy
Jadavpur University
Verified email at jadavpuruniversity.in
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Cited by
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
3602019
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
2012018
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
562020
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
282022
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
232015
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
42016
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
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
32016
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
22021
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
22021
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
Nuclei-Net: A multi-stage fusion model for nuclei segmentation in microscopy images
K Roy, S Saha, D Banik, D Bhattacharjee
Innovations in Systems and Software Engineering, 1-8, 2023
12023
2pClPr: a 2-phase clump profiler for segmentation of cancer cells in fluorescence microscopic images
K Roy, D Banik, GK Chan, O Krejcar, D Bhattacharjee
IEEE Transactions on Instrumentation and Measurement, 2023
12023
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: Proceedings of International …, 2022
12022
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
12019
An objective validation of polyp and instrument segmentation methods in colonoscopy through Medico 2020 polyp segmentation and MedAI 2021 transparency challenges
D Jha, V Sharma, D Banik, D Bhattacharya, K Roy, SA Hicks, NK Tomar, ...
arXiv preprint arXiv:2307.16262, 2023
2023
A Survey on COVID-19 Lesion Segmentation Techniques from Chest CT Images
K Roy, D Bhattacharjee, O Krejcar
International Conference on Frontiers in Computing and Systems, 567-574, 2022
2022
Pap-Net: A Patch-Based Multi-Scale Deep Learning Framework for Nucleus Segmentation from Pap Smear Images
B Bagchi, K Roy, D Bhattacharjee, C Kollmann
International Conference on Data, Electronics and Computing, 313-320, 2022
2022
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 …, 2022
2022
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
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Articles 1–20