Hi! I am a Ph.D. researcher in the Department of Computer Science & Engineering at Jadavpur University, India, working under the guidance of Prof. Nibaran Das in the Deep Learning in Vision and Language Processing (DVLP) Research Group. I am also a research scholar under "Centre for Microprocessor Applications for Training, Education and Research". With a demonstrated history of working in Medical Image Processing and Deep Learning, my current research interest is to develop Computer-aided detection system for the diagnosis of cancer by analyzing digital Cytology and Histopathology images. .
Should you wish to learn more or connect with me, please feel free to email me or reach out via the links provided below.
S. Dey, S. Mitra, S. Chakraborty, D. Mondal, M. Nasipuri, and N. Das
Computers in Biology and Medicine. Elsevier BV, p. 106329, Nov. 2022. doi: 10.1016/j.compbiomed.2022.106329. (impact factor : 6.698), [GitHub]
Cytology Image Analysis Techniques Toward Automation: Systematically Revisited
S. Mitra, N. Das, S. Dey, S. Chakraborty, M. Nasipuri, and M. K. Naskar
ACM Computing Surveys, vol. 54, no. 3. Association for Computing Machinery (ACM), pp. 141, Apr. 30, 2022. doi: 10.1145/3447238. (impact factor 14.324)
Could We Generate Cytology Images from Histopathology Images? An Empirical Study
S. Dey, S. Chakraborty, U. Guha Roy, and N. Das
International Conference on Advanced Computing and Applications(ICACA-2024) [GitHub]
Fuzzy Rank-based Late Fusion Technique for Cytology image Segmentation
S. Dey, S. Chakraborty, U. Guha Roy, and N. Das
International Conference on Data, Electronics and Computing(ICDEC-2023) [GitHub]
Malignancy Identification From Cytology Images Using Deep Optimal Features
S. Dey, S. Nasipuri, O. Ghosh, S. Chakraborty, D. Mondal, and N. Das
International Conference on Data, Electronics and Computing(ICDEC-2022), (pp. 279-287). Singapore: Springer Nature Singapore. [GitHub]
S. Dey, S. Das, S. Ghosh, S. Mitra, S. Chakrabarty and Das, and N. Das
National Conference on Computer Vision, Pattern Recognition, Image Processing, and Graphics-2019 (pp. 32-42). Springer, [GitHub][Poster]
S. Mitra, S. Dey, N. Das, S. Chakrabarty, M. Nasipuri, and M. K. Naskar
Social Transformation Digital Way. Springer Singapore, pp. 257269, 2018. doi: 10.1007/978-981- 13-1343-1 24. [GitHub]
S. Mitra, S. Dey, N. Das, S. Chakrabarty, M. Nasipuri, and M. K. Naskar
Studies in Computational Intelligence. Springer Singapore, pp. 103122, Apr. 24, 2019. doi: 10.1007/978-981-13-7334-3 8. [GitHub]
Identification of Ductal Carcinoma from Cytology Image using Deep Learning
S. Dey, and N. Das
Third Indian Symposium on Machine Learning (IndoML 2022)[Poster]
Medical Image Processing • Digital Pathology (Cytology and Histopathology) • Generative Model • Deep Learning • Ensemble Model
Introduction to Programming Lab with C and C++ • Object-Oriented Programming Lab with Python and Java
Python Programming • Machine Learning