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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
4062019
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
2132018
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
632020
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
392022
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
252015
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
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
32021
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
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
22023
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
2pClPr: A Two-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 72, 1-14, 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
dHBLSN: A diligent hierarchical broad learning system network for cogent polyp segmentation
D Banik, K Roy, O Krejcar, D Bhattacharjee
Knowledge-Based Systems, 112228, 2024
2024
CervixNet: A Reward-Based Weighted Ensemble Framework for Cervical Cancer Classification
K Roy, D Bhattacharjee, D Banik, O Krejcar, R Sarkar
International Conference on Frontiers in Computing and Systems, 293-305, 2023
2023
CoViT-Net: A Pre-trained Hybrid Vision Transformer for COVID-19 Detection in CT-Scans
A Das, D Banik, K Roy, GK Chan, D Bhattacharjee
International Conference on Frontiers in Computing and Systems, 337-348, 2023
2023
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
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