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ORCIDSudipta Roy 0002
Person information
- affiliation: Jio Institute, Navi Mumbai, India
- affiliation (former): Washington University in St. Louis, MO, USA
Other persons with the same name
- Sudipta Roy 0001
![[0000-0003-0244-6455]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0003-0244-6455")
— Assam University, Triguna Sen School of Technology, Silchar, India - Sudipta Roy 0003 — University of Central Florida, Department of Civil, Environmental, and Construction Engineering, Orlando, FL, USA
- Sudipta Roy 0004 — Haldia Institute of Technology, Department of Computer Science & Engineering (Cyber Security), India
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Journal Articles
- 2025
[j37]Kalyan Tadepalli, Abhijit Das, Tanushree Meena, Sudipta Roy:
Bridging gaps in artificial intelligence adoption for maternal-fetal and obstetric care: Unveiling transformative capabilities and challenges. Comput. Methods Programs Biomed. 263: 108682 (2025)- [j36]Komal Kumar, Snehashis Chakraborty, Kalyan Tadepalli, Sudipta Roy:
Weakly supervised learning based bone abnormality detection from musculoskeletal x-rays. Multim. Tools Appl. 84(16): 16657-16682 (2025) - [j35]Tuhinangshu Gangopadhyay, Tanushree Meena, Debojyoti Pal, Sudipta Roy:
A Lightweight Self Attention Based Multi-Task Deep Learning Model for Industrial Solar Panel and Environmental Monitoring. IEEE Trans. Emerg. Top. Comput. Intell. 9(2): 1502-1513 (2025) - [j34]Dwarikanath Mahapatra, Antonio Jimeno-Yepes, Behzad Bozorgtabar, Sudipta Roy, Zongyuan Ge, Mauricio Reyes:
Multi-Label Generalized Zero Shot Chest X-Ray Classification by Combining Image-Text Information With Feature Disentanglement. IEEE Trans. Medical Imaging 44(1): 31-43 (2025) - [j33]Dwarikanath Mahapatra, Antonio Jimeno-Yepes, Behzad Bozorgtabar, Sudipta Roy, Zongyuan Ge, Mauricio Reyes:
Corrections to "Multi-Label Generalized Zero Shot Chest X-Ray Classification By Combining Image-Text Information With Feature Disentanglement". IEEE Trans. Medical Imaging 44(4): 1984-1985 (2025) - 2024
- [j32]Anwesh Kabiraj, Tanushree Meena, Kalyan Tadepalli, Sudipta Roy:
An explainable weakly supervised model for multi-disease detection and localization from thoracic X-rays. Appl. Soft Comput. 166: 112139 (2024) - [j31]Jaber Alyami, Amjad Rehman, Fahad Almutairi, Abdul Muiz Fayyaz, Sudipta Roy, Tanzila Saba, Alhassan Alkhurim:
Tumor Localization and Classification from MRI of Brain using Deep Convolution Neural Network and Salp Swarm Algorithm. Cogn. Comput. 16(4): 2036-2046 (2024) - [j30]Dwarikanath Mahapatra, Ruwan B. Tennakoon, Yasmeen George, Sudipta Roy, Behzad Bozorgtabar, Zongyuan Ge, Mauricio Reyes:
ALFREDO: Active Learning with FeatuRe disEntangelement and DOmain adaptation for medical image classification. Medical Image Anal. 97: 103261 (2024) - [j29]Himanshi Meswal, Deepika Kumar, Aryan Gupta, Sudipta Roy:
A weighted ensemble transfer learning approach for melanoma classification from skin lesion images. Multim. Tools Appl. 83(11): 33615-33637 (2024) - [j28]Pankaj Kumar Jain, Kalyan Tadepalli, Sudipta Roy, Neeraj Sharma:
Exploring deep learning for carotid artery plaque segmentation: atherosclerosis to cardiovascular risk biomarkers. Multim. Tools Appl. 83(14): 42765-42797 (2024) - [j27]Snehashis Chakraborty, Komal Kumar, Kalyan Tadepalli, Balakrishna Pailla, Sudipta Roy:
Unleashing the power of explainable AI: sepsis sentinel's clinical assistant for early sepsis identification. Multim. Tools Appl. 83(19): 57613-57641 (2024) - [j26]Sudipta Roy, Pankaj Kumar Jain, Kalyan Tadepalli, Balakrishna Pailla Reddy:
Forward attention-based deep network for classification of breast histopathology image. Multim. Tools Appl. 83(40): 88039-88068 (2024) - [j25]Sudipta Roy, Debojyoti Pal, Tanushree Meena:
Explainable artificial intelligence to increase transparency for revolutionizing healthcare ecosystem and the road ahead. Netw. Model. Anal. Health Informatics Bioinform. 13(1): 4 (2024) - 2023
- [j24]Anwesh Kabiraj, Debojyoti Pal, Debayan Ganguly, Kingshuk Chatterjee, Sudipta Roy:
Number plate recognition from enhanced super-resolution using generative adversarial network. Multim. Tools Appl. 82(9): 13837-13853 (2023) - 2022
- [j23]Debojyoti Pal, Pailla Balakrishna Reddy, Sudipta Roy:
Attention UW-Net: A fully connected model for automatic segmentation and annotation of chest X-ray. Comput. Biol. Medicine 150: 106083 (2022) - [j22]Tuhinangshu Gangopadhyay, Shinjini Halder, Paramik Dasgupta, Kingshuk Chatterjee, Debayan Ganguly, Surjadeep Sarkar, Sudipta Roy:
MTSE U-Net: an architecture for segmentation, and prediction of fetal brain and gestational age from MRI of brain. Netw. Model. Anal. Health Informatics Bioinform. 11(1): 50 (2022) - 2021
- [j21]Farah Saeed, Muhammad Attique Khan, Muhammad Sharif, Mamta Mittal, Lalit Mohan Goyal, Sudipta Roy:
Deep neural network features fusion and selection based on PLS regression with an application for crops diseases classification. Appl. Soft Comput. 103: 107164 (2021) - [j20]Sudipta Roy, Bhavya Patel, Debnath Bhattacharyya, Kushal Dhayal, Tai-Hoon Kim, Mamta Mittal:
Demographical gender prediction of Twitter users using big data analytics: an application of decision marketing. Int. J. Reason. based Intell. Syst. 13(2): 41-49 (2021) - [j19]Muhammad Attique Khan, Mamta Mittal, Lalit Mohan Goyal, Sudipta Roy:
A deep survey on supervised learning based human detection and activity classification methods. Multim. Tools Appl. 80(18): 27867-27923 (2021) - 2020
- [j18]Moumita Chatterjee, Anirban Mitra, Sanjit Kumar Setua, Sudipta Roy:
Gossip-based fault-tolerant load balancing algorithm with low communication overhead. Comput. Electr. Eng. 81: 106517 (2020) - [j17]Moumita Chatterjee, Anirban Mitra, Sudipta Roy, Sanjit Kumar Setua:
Gossip based fault tolerant protocol in distributed transactional memory using quorum based replication system. Clust. Comput. 23(2): 1103-1124 (2020) - [j16]Biswajita Datta, Koushik Dutta, Sudipta Roy:
Data hiding in virtual bit-plane using efficient Lucas number sequences. Multim. Tools Appl. 79(31-32): 22673-22703 (2020) - [j15]Ansh Mittal, Deepika Kumar, Mamta Mittal, Tanzila Saba, Ibrahim Abunadi, Amjad Rehman, Sudipta Roy:
Detecting Pneumonia using Convolutions and Dynamic Capsule Routing for Chest X-ray Images. Sensors 20(4): 1068 (2020) - [j14]Lalit Mohan Goyal, Mamta Mittal, Ranjeeta Kaushik, Amit Verma, Iqbaldeep Kaur, Sudipta Roy, Tai-Hoon Kim:
Improved ECG Watermarking Technique Using Curvelet Transform. Sensors 20(10): 2941 (2020) - [j13]Tai-Hoon Kim, Virendra Singh Solanki, Hardik J. Baraiya, Anirban Mitra, Hirav Shah, Sudipta Roy:
A Smart, Sensible Agriculture System Using the Exponential Moving Average Model. Symmetry 12(3): 457 (2020) - [j12]Mamta Mittal, Ranjeeta Kaushik, Amit Verma, Iqbaldeep Kaur, Lalit Mohan Goyal, Sudipta Roy, Tai-Hoon Kim:
Image Watermarking in Curvelet Domain Using Edge Surface Blocks. Symmetry 12(5): 822 (2020) - [j11]Akshay Aggarwal, Aniruddha Chauhan, Deepika Kumar, Mamta Mittal, Sudipta Roy, Tai-Hoon Kim:
Video Caption Based Searching Using End-to-End Dense Captioning and Sentence Embeddings. Symmetry 12(6): 992 (2020) - 2019
- [j10]Mamta Mittal, Amit Verma, Iqbaldeep Kaur, Bhavneet Kaur, Meenakshi Sharma, Lalit Mohan Goyal, Sudipta Roy, Tai-Hoon Kim:
An Efficient Edge Detection Approach to Provide Better Edge Connectivity for Image Analysis. IEEE Access 7: 33240-33255 (2019) - [j9]Muhammad Asim Saleem, Shijie Zhou, Abida Sharif, Tanzila Saba, Muhammad Azam Zia, Ashar Javed, Sudipta Roy, Mamta Mittal:
Expansion of Cluster Head Stability Using Fuzzy in Cognitive Radio CR-VANET. IEEE Access 7: 173185-173195 (2019) - [j8]Biswajita Datta, Sudipta Roy, Subhranil Roy, Samir Kumar Bandyopadhyay:
Multi-bit robust image steganography based on modular arithmetic. Multim. Tools Appl. 78(2): 1511-1546 (2019) - [j7]Somasis Roy, Anirban Mitra, Sudipta Roy, Sanjit Kumar Setua:
Blood vessel segmentation of retinal image using Clifford matched filter and Clifford convolution. Multim. Tools Appl. 78(24): 34839-34865 (2019) - [j6]Malav Shastri, Sudipta Roy, Mamta Mittal:
Stock Price Prediction using Artificial Neural Model: An Application of Big Data. EAI Endorsed Trans. Scalable Inf. Syst. 6(20): e1 (2019) - 2018
- [j5]Anirban Mitra, Sudipta Roy, Somasis Roy, Sanjit Kumar Setua:
Enhancement and restoration of non-uniform illuminated Fundus Image of Retina obtained through thin layer of cataract. Comput. Methods Programs Biomed. 156: 169-178 (2018) - [j4]Anirban Mitra, Priya Shankar Banerjee, Sudipta Roy, Somasis Roy, Sanjit Kumar Setua:
The region of interest localization for glaucoma analysis from retinal fundus image using deep learning. Comput. Methods Programs Biomed. 165: 25-35 (2018) - 2017
- [j3]Raj R. Parmar, Sudipta Roy, Debnath Bhattacharyya, Samir Kumar Bandyopadhyay, Tai-Hoon Kim:
Large-Scale Encryption in the Hadoop Environment: Challenges and Solutions. IEEE Access 5: 7156-7163 (2017) - [j2]Sudipta Roy, Debnath Bhattacharyya, Samir Kumar Bandyopadhyay, Tai-Hoon Kim:
An effective method for computerized prediction and segmentation of multiple sclerosis lesions in brain MRI. Comput. Methods Programs Biomed. 140: 307-320 (2017) - [j1]Sudipta Roy, Debnath Bhattacharyya, Samir Kumar Bandyopadhyay, Tai-Hoon Kim:
An improved brain MR image binarization method as a preprocessing for abnormality detection and features extraction. Frontiers Comput. Sci. 11(4): 717-727 (2017)
Conference and Workshop Papers
- 2025
- [c23]Devavrat Tomar, Guillaume Vray, Dwarikanath Mahapatra, Sudipta Roy, Jean-Philippe Thiran, Behzad Bozorgtabar:
Slide-Level Prompt Learning with Vision Language Models for Few-Shot Multiple Instance Learning in Histopathology. ISBI 2025: 1-5 - [c22]Joy Dhar, Nayyar Zaidi, Maryam Haghighat, Sudipta Roy, Puneet Goyal, Azadeh Alavi, Vikas Kumar:
Multimodal Fusion Learning with Dual Attention for Medical Imaging. WACV 2025: 4362-4371 - [c21]Komal Kumar, Snehashis Chakraborty, Dwarikanath Mahapatra, Behzad Bozorgtabar, Sudipta Roy:
Self-Supervised Anomaly Segmentation via Diffusion Models with Dynamic Transformer UNet. WACV 2025: 7928-7938 - 2024
- [c20]Ankan Deria, Komal Kumar, Snehashis Chakraborty, Dwarikanath Mahapatra, Sudipta Roy:
InVERGe: Intelligent Visual Encoder for Bridging Modalities in Report Generation. CVPR Workshops 2024: 2028-2038 - [c19]Abhijit Das, Vandan Gorade, Dwarikanath Mahapatra, Sudipta Roy:
SEANet: Rethinking Skip-Connections Design in Encoder-Decoder Networks via Synergistic Spatial-Spectral Fusion for LDCT Denoising. ICPR (12) 2024: 439-454 - [c18]Debojyoti Pal, Tanushree Meena, Dwarikanath Mahapatra, Sudipta Roy:
SAC UW-Net: A self-attention-based network for multimodal medical image segmentation. ISBI 2024: 1-5 - [c17]Abhijit Das, Vandan Gorade, Komal Kumar, Snehashis Chakraborty, Dwarikanath Mahapatra, Sudipta Roy:
Confidence-Guided Semi-supervised Learning for Generalized Lesion Localization in X-Ray Images. MICCAI (1) 2024: 242-252 - 2023
- [c16]Renjith V. Ravi, Pushan Kumar Dutta, Sudipta Roy:
Color Image Cryptography Using Block and Pixel-Wise Permutations with 3D Chaotic Diffusion in Metaverse. AICV 2023: 305-313 - [c15]Mousumi Bhattacharyya, Asmita Roy, Sadip Midya, Anirban Mitra, Anupam Ghosh, Sudipta Roy:
An Emoticon-Based Sentiment Aggregation on Metaverse Related Tweets. AICV 2023: 358-367 - [c14]Komal Kumar, Balakrishna Pailla, Kalyan Tadepalli, Sudipta Roy:
Robust MSFM Learning Network for Classification and Weakly Supervised Localization. ICCV (Workshops) 2023: 2434-2443 - [c13]Debojyoti Pal, Tanushree Meena, Dwarikanath Mahapatra, Sudipta Roy:
AW-Net: A Novel Fully Connected Attention-based Medical Image Segmentation Model. ICCV (Workshops) 2023: 2524-2533 - [c12]Debojyoti Pal, Tanushree Meena, Sudipta Roy:
A Fully Connected Reproducible SE-UResNet for Multiorgan Chest Radiographs Segmentation. IRI 2023: 261-266 - [c11]Snehashis Chakraborty, Komal Kumar, Pailla Balakrishna Reddy, Tanushree Meena, Sudipta Roy:
An Explainable AI based Clinical Assistance Model for Identifying Patients with the Onset of Sepsis. IRI 2023: 297-302 - [c10]Tanushree Meena, Anwesh Kabiraj, Pailla Balakrishna Reddy, Sudipta Roy:
Weakly Supervised Confidence Aware Probabilistic CAM multi-Thorax Anomaly Localization Network. IRI 2023: 309-314 - [c9]Dwarikanath Mahapatra, Antonio José Jimeno-Yepes, Shiba Kuanar, Sudipta Roy, Behzad Bozorgtabar, Mauricio Reyes, Zongyuan Ge:
Class Specific Feature Disentanglement and Text Embeddings for Multi-label Generalized Zero Shot CXR Classification. MICCAI (2) 2023: 276-286 - [c8]Komal Kumar, Snehashis Chakraborty, Sudipta Roy:
Self-supervised Diffusion Model for Anomaly Segmentation in Medical Imaging. PReMI 2023: 359-368 - 2022
- [c7]Anwesh Kabiraj, Tanushree Meena, Pailla Balakrishna Reddy, Sudipta Roy:
Detection and Classification of Lung Disease Using Deep Learning Architecture from X-ray Images. ISVC (1) 2022: 444-455 - 2021
- [c6]Anirban Mitra, Loknath Roy, Rupam Ghosh, Debranjan Pal, Sudipta Roy, Narayan C. Debnath, Soumya Sen:
Web Series Recommendation System Using Machine Learning. AISI 2021: 356-365 - 2019
- [c5]Moumita Chatterjee, Anirban Mitra, Sudipta Roy, Somasis Roy, Hirav Shah, Sanjit Kumar Setua:
Gossip Based Distributed Real Time Task Scheduling with Guaranteed Performance on Heterogeneous Networks. BDA 2019: 245-264 - [c4]Sudipta Roy, Kooresh Isaac Shoghi:
Computer-Aided Tumor Segmentation from T2-Weighted MR Images of Patient-Derived Tumor Xenografts. ICIAR (2) 2019: 159-171 - [c3]Swagato Chatterjee, Rwik Kumar Dutta, Debayan Ganguly, Kingshuk Chatterjee, Sudipta Roy:
Bengali Handwritten Character Classification Using Transfer Learning on Deep Convolutional Network. IHCI 2019: 138-148 - 2015
- [c2]Saprativa Bhattacharjee, Anirban Das, Ujjwal Bhattacharya, Swapan K. Parui, Sudipta Roy:
Sentiment analysis using cosine similarity measure. ReTIS 2015: 27-32 - 2014
- [c1]Sudipta Roy, Piue Ghosh, Samir Kumar Bandyopadhyay:
Contour Extraction and Segmentation of Cerebral Hemorrhage from MRI of Brain by Gamma Transformation Approach. FICTA (2) 2014: 383-394
Informal and Other Publications
- 2025
- [i5]Devavrat Tomar, Guillaume Vray, Dwarikanath Mahapatra, Sudipta Roy, Jean-Philippe Thiran, Behzad Bozorgtabar:
Slide-Level Prompt Learning with Vision Language Models for Few-Shot Multiple Instance Learning in Histopathology. CoRR abs/2503.17238 (2025) - 2024
- [i4]Joy Dhar, Nayyar Zaidi, Maryam Haghighat, Puneet Goyal, Sudipta Roy, Azadeh Alavi, Vikas Kumar:
Multimodal Fusion Learning with Dual Attention for Medical Imaging. CoRR abs/2412.01248 (2024) - 2019
- [i3]Swagato Chatterjee, Rwik Kumar Dutta, Debayan Ganguly, Kingshuk Chatterjee, Sudipta Roy:
Bengali Handwritten Character Classification using Transfer Learning on Deep Convolutional Neural Network. CoRR abs/1902.11133 (2019) - 2013
- [i2]Sudipta Roy, Sanjay Nag, Indra Kanta Maitra, Samir Kumar Bandyopadhyay:
A Review on Automated Brain Tumor Detection and Segmentation from MRI of Brain. CoRR abs/1312.6150 (2013) - 2012
- [i1]Samir Kumar Bandyopadhyay, Biswajita Datta, Sudipta Roy:
Identifications of concealed weapon in a Human Body. CoRR abs/1210.5653 (2012)
Coauthor Index
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