Sudipta Roy
Orcid: 0000-0001-5161-9311Affiliations:
- Jio Institute, Navi Mumbai, India
- Washington University in St. Louis, MO, USA (former)
According to our database1,
Sudipta Roy
authored at least 46 papers
between 2012 and 2024.
Collaborative distances:
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Bibliography
2024
Explainable artificial intelligence to increase transparency for revolutionizing healthcare ecosystem and the road ahead.
Netw. Model. Anal. Health Informatics Bioinform., December, 2024
Exploring deep learning for carotid artery plaque segmentation: atherosclerosis to cardiovascular risk biomarkers.
Multim. Tools Appl., April, 2024
A weighted ensemble transfer learning approach for melanoma classification from skin lesion images.
Multim. Tools Appl., March, 2024
2023
Number plate recognition from enhanced super-resolution using generative adversarial network.
Multim. Tools Appl., April, 2023
Proceedings of the Pattern Recognition and Machine Intelligence, 2023
Class Specific Feature Disentanglement and Text Embeddings for Multi-label Generalized Zero Shot CXR Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
A Fully Connected Reproducible SE-UResNet for Multiorgan Chest Radiographs Segmentation.
Proceedings of the 24th IEEE International Conference on Information Reuse and Integration for Data Science, 2023
Weakly Supervised Confidence Aware Probabilistic CAM multi-Thorax Anomaly Localization Network.
Proceedings of the 24th IEEE International Conference on Information Reuse and Integration for Data Science, 2023
An Explainable AI based Clinical Assistance Model for Identifying Patients with the Onset of Sepsis.
Proceedings of the 24th IEEE International Conference on Information Reuse and Integration for Data Science, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Color Image Cryptography Using Block and Pixel-Wise Permutations with 3D Chaotic Diffusion in Metaverse.
Proceedings of the 3rd International Conference on Artificial Intelligence and Computer Vision, 2023
Proceedings of the 3rd International Conference on Artificial Intelligence and Computer Vision, 2023
2022
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., 2022
Attention UW-Net: A fully connected model for automatic segmentation and annotation of chest X-ray.
Comput. Biol. Medicine, 2022
Detection and Classification of Lung Disease Using Deep Learning Architecture from X-ray Images.
Proceedings of the Advances in Visual Computing - 17th International Symposium, 2022
2021
A deep survey on supervised learning based human detection and activity classification methods.
Multim. Tools Appl., 2021
Demographical gender prediction of Twitter users using big data analytics: an application of decision marketing.
Int. J. Reason. based Intell. Syst., 2021
Deep neural network features fusion and selection based on PLS regression with an application for crops diseases classification.
Appl. Soft Comput., 2021
Proceedings of the International Conference on Advanced Intelligent Systems and Informatics, 2021
2020
Symmetry, 2020
Video Caption Based Searching Using End-to-End Dense Captioning and Sentence Embeddings.
Symmetry, 2020
Detecting Pneumonia using Convolutions and Dynamic Capsule Routing for Chest X-ray Images.
Sensors, 2020
Multim. Tools Appl., 2020
Gossip based fault tolerant protocol in distributed transactional memory using quorum based replication system.
Clust. Comput., 2020
Gossip-based fault-tolerant load balancing algorithm with low communication overhead.
Comput. Electr. Eng., 2020
2019
EAI Endorsed Trans. Scalable Inf. Syst., 2019
Blood vessel segmentation of retinal image using Clifford matched filter and Clifford convolution.
Multim. Tools Appl., 2019
Multim. Tools Appl., 2019
Bengali Handwritten Character Classification using Transfer Learning on Deep Convolutional Neural Network.
CoRR, 2019
IEEE Access, 2019
An Efficient Edge Detection Approach to Provide Better Edge Connectivity for Image Analysis.
IEEE Access, 2019
Bengali Handwritten Character Classification Using Transfer Learning on Deep Convolutional Network.
Proceedings of the Intelligent Human Computer Interaction - 11th International Conference, 2019
Computer-Aided Tumor Segmentation from T2-Weighted MR Images of Patient-Derived Tumor Xenografts.
Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019
Gossip Based Distributed Real Time Task Scheduling with Guaranteed Performance on Heterogeneous Networks.
Proceedings of the Big Data Analytics - 7th International Conference, 2019
2018
Enhancement and restoration of non-uniform illuminated Fundus Image of Retina obtained through thin layer of cataract.
Comput. Methods Programs Biomed., 2018
The region of interest localization for glaucoma analysis from retinal fundus image using deep learning.
Comput. Methods Programs Biomed., 2018
2017
An improved brain MR image binarization method as a preprocessing for abnormality detection and features extraction.
Frontiers Comput. Sci., 2017
An effective method for computerized prediction and segmentation of multiple sclerosis lesions in brain MRI.
Comput. Methods Programs Biomed., 2017
IEEE Access, 2017
2015
Proceedings of the 2nd IEEE International Conference on Recent Trends in Information Systems, 2015
2014
Contour Extraction and Segmentation of Cerebral Hemorrhage from MRI of Brain by Gamma Transformation Approach.
Proceedings of the 3rd International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA) 2014, 2014
2013
CoRR, 2013
2012