Sudipta Roy is working as an Associate Professor in Artificial Intelligence & Data Science at Jio Institute, Navi Mumbai. Prior to that, he was a postdoctoral research associate at Washington University in St. Louis, MO, USA. He has received his Doctoral, Masters and bachelors’ degrees from the Department of Computer Science and Engineering, University of Calcutta. He is an author of more than 50 publications in refereed international journals and conferences including IEEE, Springer, Elsevier, and many others. He has authored/edited five books and many book chapters. He holds a US patent in medical image processing and filed an Indian patent in the smart agricultural system. He has served as a regular reviewer of many international journals including IEEE, Springer, Elsevier, IET, and many others, and international conferences. He has served international advisory committee member and programme committee member of INDIAcom-2020, AICAE-2019, INDIACom-2019, CAAI 2018, ICAITA-2018, ICSESS-2018, INDIACom-2018, ISICO-2017, AICE-2017, and many more conferences.
Currently, he is serving as an Associate Editor of IEEE Access (IEEE), International Journal of Computer Vision and Image Processing (IJCVIP-IGI Global), PLOS One, and topic editor of Journal of Imaging (MDPI). In recognition of his exceptional contributions to the IEEE access journal as associate editor, the IEEE Access Editorial Board and Editorial Office honoured him as an Outstanding Associate Editor of 2020. The link to his personal webpage can be accessed here.
Research Interests:
- Biomedical Image Analysis
- Image Processing
- Artificial Intelligence
- Big Data Analysis
- Machine Learning
- Postdoctoral research associate, Washington University in St. Louis, MO, USA
- Doctor of Philosophy (PhD) in Computer Science & Engineering, University of Calcutta, India
- Masters of Technology in Computer Science & Engineering, University of Calcutta, India
- Bachelors of Technology in Computer Science & Engineering, University of Calcutta, India
- Received outstanding Associate Editor of 2020 award form IEEE Access, IEEE, New York, USA, April-06, 2021.
- Best poster award from the Siteman Cancer Center Oncologic Imaging Program, Washington University in St. Louis, November 13, 2018, MO USA
- Selected Top three (Finalist) Innovative Idea all over India in Service Research Innovation Challenge (SRII-2013).
- Obtained Merit-Cum means Scholarship by West Bengal Government, Bikash Bhavan, Kolkata (July 2008 - June 2011).
- Postdoctoral research associate, Washington University in St. Louis, MO, USA
- Komal Kumar, Snehashis Chakraborty, Sudipta Roy*, “Self-Supervised Diffusion Model for Anomaly Segmentation in Medical Imaging,” 10th International Conference on Pattern Recognition and Machine Intelligence (PReMI2023), Proceedings to be published by prestigious Springer LNCS series, December 12 - 15, 2023, ISI Kolkata, India [Accepted ]
- Komal Kumar, Balakrishna Pailla, Kalyan Tadepalli, Sudipta Roy*, "Robust MSFM Learning Network for Classification and Weakly Supervised Localization," 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), CVAMD, Paris, France, Time: October 2, 2023 [Accepted]
- Debojyoti Pal, Tanushree Meena, Dwarikanath Mahapatra, Sudipta Roy*, "AW-Net: A Novel Fully Connected Attention-based Medical Image Segmentation Model," 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), CVAMD, Paris, France, Time: October 2, 2023 [Accepted ]
- Dwarikanath Mahapatra*, Behzad Bozorgtabar, Sudipta Roy, Zongyuan Ge, Mauricio Reyes, “Multi-Label Active Learning for CXR Classification Using Graph Attention Transformers and Data Augmentation,” Workshop on Interpretability of Machine Intelligence in Medical Image Computing at MICCAI 2023, Springer LNCS, Oct 8-12, 2023, Vancouver, Canada. [Accepted ]
- Dwarikanath Mahapatra, Antonio Jose Jimeno Yepes, Shiba Kuanar, Sudipta Roy, Behzad Bozorgtabar, Mauricio Reyes, Zongyuan Ge, “Class Specific Feature Disentanglement for Multi-Label Generalized Zero Shot Medical Image Classification,” Medical Image Computing and Computer-Assisted Intervention 2023, MICCAI, Springer LNCS, Oct 8-12, 2023, Vancouver, Canada. [Accepted ]
- Debojyoti Pal, Tanushree Meena, Sudipta Roy*, “A Fully Connected Generalized SE-UResNet for Multiorgan Chest Radiographs Segmentation,” IEEE 24th International Conference on Information Reuse and Integration for Data Science (IEEE IRI), August 4 - August 6, 2023, Seattle, WA, USA. [Accepted ]
- Tanushree Meena, Anwesh Kabiraj, Balakrishna Reddy Pailla, Sudipta Roy*, “Weakly Supervised Confidence Aware Probabilistic CAM multi-Thorax Anomaly Localization Network,” IEEE 24th International Conference on Information Reuse and Integration for Data Science (IEEE IRI), August 4 - August 6, 2023, Seattle, WA, USA. [Accepted ]
- Snehashis Chakraborty, Komal Kumar, Balakrishna Reddy Pailla, Sudipta Roy*, “An Explanable AI based clinical assistance model for identifying patients with the onset of sepsis,” IEEE 24th International Conference on Information Reuse and Integration for Data Science(IEEE IRI), August 4 - August 6, 2023, Seattle, WA, USA. [Accepted ]
- Debojyoti Pal, Pailla Balakrishna Reddy, Sudipta Roy*, "Attention UW-Net: A fully connected model for automatic segmentation and annotation of Chest X-ray,” Computers in Biology and Medicine, ELSEVIER, Volume 150, PP. 1-13, November 2022, 106083. https://doi.org/10.1016/j.compbiomed.2022.106083.
- Tanushree Meena, Sudipta Roy*, " Bone Fracture Detection Using Deep Supervised Learning from Radiological Images: A Paradigm Shift," Diagnostics, MDPI, Volume 12, no. 10: 2420, October 2022. https://doi.org/10.3390/diagnostics12102420.
- Varun Srivastava, Deepika Kumar and Sudipta Roy*, "A median based quadrilateral local quantized ternary pattern technique for the classification of dermatoscopic images of skin cancer," Computer and Electrical Engineering, ELSEVIER, Vol 102, September 2022, 108259. https://doi.org/10.1016/j.compeleceng.2022.108259.
- Sudipta Roy*, Tanushree Meena, Se-Jung Lim*, “Demystifying Supervised Learning in Healthcare 4.0: A New Reality of Transforming Diagnostic Medicine,” Diagnostics, MDPI, Vol 12, no. 10: 2549. https://doi.org/10.3390/diagnostics12102549.
- Anwesh Kabiraj, Tanushree Meena, Pailla Balakrishna Reddy, Sudipta Roy*, "Detection and Classification of Lung Disease Using Deep Learning Architecture from X-ray images," 17th International Symposium on Visual Computing, Proc. Springer LNCS, vol 13598. Springer, Cham. pp 444–455, San Diego, CA, USA October 3-5, 2022. https://doi.org/10.1007/978-3-031-20713-6_34
- Shinjini Halder, Tuhinangshu Gangopadhyay, Paramik Dasgupta, Kingshuk Chatterjee, Debayan Ganguly, Surjadeep Sarkar and Sudipta Roy*, “Fetal Brain Component Segmentation using 2-way Ensemble U-Net,”, 7th International Conference on Data Management, Analytics and Innovation - ICDMAI 2023, held during 20-22 January 2023 in Pune-India, ICDMAI 2023. Lecture Notes in Networks and Systems, vol 662. Springer, Singapore. https://doi.org/10.1007/978-981-99-1414-2_28.
- Anwesh Kabiraj, Debojyoti Pal, Debayan Ganguly, Kingshuk Chatterjee, Sudipta Roy*, “Number Plate Recognition from Enhanced Super Resolution with Generative Adversarial Network,” Multimedia Tools and Applications, Springer, 82, pages 13837–13853 (2023). https://doi.org/10.1007/s11042-022-14018-0
- Vinit Kumar Gunjan, Ninni Singh, Fahimudin Shaik, Sudipta Roy*, " Detection of Lung Cancer in CT Scans Using Grey Wolf Optimization Algorithm and Recurrent Neural Network," Health and Technology, Springer, 12, pages1197–1210 (2022). https://doi.org/10.1007/s12553-022-00700-8
- Rozenblatt-Rosen, Orit, Aviv Regev, Philipp Oberdoerffer, Tal Nawy, Anna Hupalowska, Jennifer E. Rood, … Sudipta Roy,…Orr Ashenberg et al. "The human tumor atlas network: charting tumor transitions across space and time at single-cell resolution." Cell 181, no. 2 (2020): 236-249.