Browse by Fellow

Number of items: 96.

Pal, Surochita ; Mitra, Sushmita ; Uma Shankar, B. (2025) Weighted Deformable Network for Efficient Segmentation of Lung Tumors in CT IEEE Transactions on Systems, Man, and Cybernetics: Systems, 55 (2). pp. 898-909. ISSN 2168-2216

Dey, Shramana ; Dutta, Pallabi ; Bhattacharyya, Riddhasree ; Pal, Surochita ; Mitra, Sushmita ; Raman, Rajiv (2024) Adaptive Class Learning to Screen Diabetic Disorders in Fundus Images of Eye In: Pattern Recognition and Machine Intelligence, Springer Nature.

Chakraborty, Shouvik ; Mali, Kalyani ; Mitra, Sushmita (2024) Affinity Propagation in Semi-Supervised Segmentation: A Biomedical Application IEEE Transactions on Systems, Man, and Cybernetics: Systems, 54 (10). pp. 6023-6032. ISSN 2168-2216

Tanveer, M. ; Sajid, M. ; Akhtar, M. ; Quadir, A. ; Goel, T. ; Aimen, A. ; Mitra, S. ; Zhang, Y-D ; Lin, C. T. ; Ser, J. Del (2024) Fuzzy Deep Learning for the Diagnosis of Alzheimer's Disease: Approaches and Challenges IEEE Transactions on Fuzzy Systems, 32 (10). pp. 5477-5492. ISSN 1063-6706

Pal, Surochita ; Mitra, Sushmita (2024) A Comparative Analysis of Deep Learning Architectures for Segmentation in Lung In: 2024 IEEE Region 10 Symposium (TENSYMP), 27-29 September 2024, New Delhi, India.

Pal, Surochita ; Mitra, Sushmita (2024) Deep Ensembling with Multimodal Image Fusion for Efficient Classification of Lung Cancer In: 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), 24-28 June 2024, Kamand, India.

Pal, Surochita ; Mitra, Sushmita ; Shankar, B. Uma (2024) Collective intelligent strategy for improved segmentation of COVID-19 from CT Expert Systems with Applications, 235 . p. 121099. ISSN 0957-4174

Dutta, Pallabi ; Bose, Soham ; Roy, Swalpa Kumar ; Mitra, Sushmita (2024) Are Vision xLSTM Embedded UNet More Reliable in Medical 3D Image Segmentation? arXiv preprint arXiv:2406.16993 .

Pal, Surochita ; Mitra, Sushmita (2024) A Comparative Analysis of Deep Learning Architectures for Segmentation in Lung In: A Comparative Analysis of Deep Learning Architectures for Segmentation in Lung, 27-29 September 2024, New Delhi, India.

Dutta, Pallabi ; Mitra, Sushmita (2023) Efficient Global-Context driven Volumetric Segmentation of Abdominal Images In: 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 05-08 December 2023, Istanbul, Turkiye.

Dutta, Pallabi ; Mitra, Sushmita (2023) Full-Scale Deeply Supervised Attention Network for Segmenting COVID-19 Lesions 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) . pp. 1-4.

Dey, Shramana ; Dutta, Pallabi ; Mitra, Sushmita ; Shankar, B. Uma (2023) Multi-Scale Deep Supervised Attention Network for Red Lesion Segmentation 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) . pp. 1-4.

Mitra, Sushmita (2023) Deep Learning With Radiogenomics Towards Personalized Management of Gliomas IEEE Reviews in Biomedical Engineering, 16 . pp. 579-593. ISSN 1937-3333

Dey, Shramana ; Mitra, Sushmita ; Shankar, B. Uma ; Dhara, Ashis Kumar (2022) Detection of Red Lesions in Diabetic Retinopathy using Deep Learning In: 2022 IEEE 6th International Conference on Condition Assessment Techniques in Electrical Systems (CATCON), 17-19 December 2022, Durgapur, India.

Mukherjee, Sabyasachi ; Dutta, Soumi ; Mitra, Sushmita ; Pati, Soumen Kumar ; Ansari, Farooq ; Baranwal, Arpit (2022) Ensemble Method of Feature Selection Using Filter and Wrapper Techniques with Evolutionary Learning In: Emerging Technologies in Data Mining and Information Security, Springer Nature.

Banerjee, Subhashis ; Mitra, Sushmita (2022) Deep learning for noninvasive management of brain tumors Augmenting Neurological Disorder Prediction and Rehabilitation Using Artificial Intelligence . pp. 15-34.

Banerji, Sugata ; Mitra, Sushmita (2021) Deep learning in histopathology: A review WIREs Data Mining and Knowledge Discovery, 12 (1). ISSN 1942-4787

Basu, Sanhita ; Mitra, Sushmita (2021) Segmentation in Diabetic Retinopathy using Deeply-Supervised Multiscalar Attention In: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 01-05 November 2021, Mexico.

Basu, Sanhita ; Mitra, Sushmita ; Saha, Nilanjan (2020) Deep Learning for Screening COVID-19 using Chest X-Ray Images In: 2020 IEEE Symposium Series on Computational Intelligence (SSCI), 01-04 December 2020, Canberra, ACT, Australia.

Banerjee, Subhashis ; Mitra, Sushmita (2020) Evolving Optimal Convolutional Neural Networks In: 2020 IEEE Symposium Series on Computational Intelligence (SSCI), 01-04 December 2020, Canberra, ACT, Australia.

Kirtania, Ritaban ; Mitra, Sushmita ; Shankar, B. Uma (2020) A novel adaptive k-NN classifier for handling imbalance: Application to brain MRI Intelligent Data Analysis, 24 (4). pp. 909-924. ISSN 1088-467X

Ruprecht, Blake ; Wu, Wenlong ; Islam, Muhammad Aminul ; Anderson, Derek ; Keller, James ; Scott, Grant ; Davis, Curt ; Petry, Fred ; Elmore, Paul ; Nock, Kristen ; Gilmour, Elizabeth ; Mitra, Sushmita (2020) Possibilistic Clustering Enabled Neuro Fuzzy Logic 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) . pp. 1-8.

Banerjee, Subhashis ; Mitra, Sushmita ; Masulli, Francesco ; Rovetta, Stefano (2020) Glioma Classification Using Deep Radiomics SN Computer Science, 1 (4). ISSN 2662-995X

Nandy, Abhilash ; Haldar, Sushovan ; Banerjee, Subhashis ; Mitra, Sushmita (2020) A Survey on Applications of Siamese Neural Networks in Computer Vision In: 2020 International Conference for Emerging Technology (INCET), 05-07 June 2020, Belgaum, India.

Bhadani, Saumya ; Mitra, Sushmita ; Banerjee, Subhashis (2020) Fuzzy volumetric delineation of brain tumor and survival prediction Soft Computing - A Fusion of Foundations, Methodologies and Applications, 24 (17). pp. 13115-13134. ISSN 1432-7643

Banerjee, Subhashis ; Mitra, Sushmita (2020) Novel Volumetric Sub-region Segmentation in Brain Tumors Frontiers in Computational Neuroscience, 14 . ISSN 1662-5188

Banerjee, Subhashis ; Arora, Harkirat Singh ; Mitra, Sushmita (2020) Ensemble of CNNs for Segmentation of Glioma Sub-regions with Survival Prediction In: Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 26 January 2019, Springer, Cham.

Sardar, Mousumi ; Banerjee, Subhashis ; Mitra, Sushmita (2020) Iris Segmentation Using Interactive Deep Learning IEEE Access, 8 . pp. 219322-219330. ISSN 2169-3536

Dauda, Kazeem Adesina ; Pradhan, Biswabrata ; Uma Shankar, B. ; Mitra, Sushmita (2019) Decision tree for modeling survival data with competing risks Biocybernetics and Biomedical Engineering, 39 (3). pp. 697-708. ISSN 0208-5216

Mukherjee, Anandarup ; Misra, Sudip ; Raghuwanshi, Narendra Singh ; Mitra, Sushmita (2019) Blind Entity Identification for Agricultural IoT Deployments IEEE Internet of Things Journal, 6 (2). pp. 3156-3163. ISSN 2327-4662

Banerjee, Subhashis ; Mitra, Sushmita ; Masulli, Francesco ; Rovetta, Stefano (2019) Brain Tumor Detection and Classification from Multi-sequence MRI: Study Using ConvNets In: Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 26 January 2019, Springer, Cham.

Banerjee, Subhashis ; Mitra, Sushmita ; Shankar, B. Uma (2019) Multi-planar Spatial-ConvNet for Segmentation and Survival Prediction in Brain Cancer In: Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 26 January 2019, Springer, Cham.

Mukherjee, Anandarup ; Pathak, Nidhi ; Misra, Sudip ; Mitra, Sushmita (2018) Predictive Intra-Edge Packet-Source Mapping in Agricultural Internet of Things In: 2018 IEEE Globecom Workshops (GC Wkshps), 09-13 December 2018, Abu Dhabi, United.

Sardar, Mousumi ; Mitra, Sushmita ; Uma Shankar, B. (2018) Iris localization using rough entropy and CSA: A soft computing approach Applied Soft Computing, 67 . pp. 61-69. ISSN 1568-4946

Banerjee, Subhashis ; Mitra, Sushmita ; Uma Shankar, B. (2018) Automated 3D segmentation of brain tumor using visual saliency Information Sciences, 424 . pp. 337-353. ISSN 0020-0255

Kundu, Partha Pratim ; Mitra, Sushmita (2017) Feature Selection Through Message Passing IEEE Transactions on Cybernetics, 47 (12). pp. 4356-4366. ISSN 2168-2267

Banerjee, Subhashis ; Mitra, Sushmita ; Shankar, B. Uma (2017) Synergetic neuro-fuzzy feature selection and classification of brain tumors In: 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 09-12 July 2017, Naples, Italy.

Banerjee, Subhashis ; Mitra, Sushmita ; Uma Shankar, B. (2016) Single seed delineation of brain tumor using multi-thresholding Information Sciences, 330 . pp. 88-103. ISSN 0020-0255

Kundu, Partha Pratim ; Mitra, Sushmita (2015) Multi-objective optimization of shared nearest neighbor similarity for feature selection Applied Soft Computing, 37 . pp. 751-762. ISSN 1568-4946

Mitra, Sushmita ; Uma Shankar, B. (2015) Medical image analysis for cancer management in natural computing framework Information Sciences, 306 . pp. 111-131. ISSN 0020-0255

Mitra, Sushmita ; Shankar, B. Uma (2014) Integrating Radio Imaging With Gene Expressions Toward a Personalized Management of Cancer IEEE Transactions on Human-Machine Systems, 44 (5). pp. 664-677. ISSN 2168-2291

Parmar, Chintan ; Rios Velazquez, Emmanuel ; Leijenaar, Ralph ; Jermoumi, Mohammed ; Carvalho, Sara ; Mak, Raymond H. ; Mitra, Sushmita ; Shankar, B. Uma ; Kikinis, Ron ; Haibe-Kains, Benjamin ; Lambin, Philippe ; Aerts, Hugo J. W. L. (2014) Robust Radiomics Feature Quantification Using Semiautomatic Volumetric Segmentation PLoS One, 9 (7). e102107. ISSN 1932-6203

Ghosh, Sampreeti ; Mitra, Sushmita ; Dattagupta, Rana (2014) Fuzzy clustering with biological knowledge for gene selection Applied Soft Computing, 16 . pp. 102-111. ISSN 1568-4946

Hayashi, Yoichi ; Sato, Ryusuke ; Mitra, Sushmita (2013) A new approach to three ensemble neural network rule extraction using recursive-rule extraction algorithm In: The 2013 International Joint Conference on Neural Networks (IJCNN), 04-09 August 2013, Dallas, TX, USA.

Chetty, Girija ; Scarvell, Jennie ; Mitra, Sushmita (2013) Fuzzy texture descriptors for early diagnosis of osteoarthritis In: 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 07-10 July 2013, Hyderabad, India.

Ghosh, Sampreeti ; Mitra, Sushmita (2013) Clustering large data with uncertainty Applied Soft Computing, 13 (4). pp. 1639-1645. ISSN 1568-4946

Das, R. ; Mitra, S. ; Murthy, C. A. (2012) Extracting Gene-Gene Interactions Through Curve Fitting IEEE Transactions on NanoBioscience, 11 (4). pp. 402-409. ISSN 1536-1241

Mitra, Sushmita ; Ghosh, Sampreeti (2012) Feature Selection and Clustering of Gene Expression Profiles Using Biological Knowledge IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews), 42 (6). pp. 1590-1599. ISSN 1094-6977

Mitra, Sushmita ; Kundu, Partha Pratim ; Pedrycz, Witold (2012) Feature selection using structural similarity Information Sciences, 198 . pp. 48-61. ISSN 0020-0255

Ghosh, Sampreeti ; Mitra, Sushmita (2012) Gene selection using biological knowledge and fuzzy clustering In: 2012 IEEE International Conference on Fuzzy Systems, 10-15 June 2012, Brisbane, QLD, Australia.

Mitra, Sushmita ; Kundu, Partha Pratim (2011) Satellite image segmentation with Shadowed C-Means Information Sciences, 181 (17). pp. 3601-3613. ISSN 0020-0255

Mitra, Sushmita ; Das, Ranajit ; Hayashi, Yoichi (2011) Genetic Networks and Soft Computing IEEE/ACM Transactions on Computational Biology and Bioinformatics, 8 (1). pp. 94-107. ISSN 1545-5963

Hariharan, Divya ; Acharya, Tinku ; Mitra, Sushmita (2011) Recognizing Hand Gestures of a Dancer In: Pattern Recognition and Machine Intelligence.

Mitra, Sushmita ; Pedrycz, Witold ; Barman, Bishal (2010) Shadowed c-means: Integrating fuzzy and rough clustering Pattern Recognition Letters, 43 (4). pp. 1282-1291. ISSN 0167-8655

Mazumdar, Debasis ; Mitra, Soma ; Mitra, Sushmita (2010) Evolutionary-Rough Feature Selection for Face Recognition Lecture Notes in Computer Science . pp. 117-142. ISSN 0302-9743

Mitra, Sushmita ; Das, Ranajit ; Banka, Haider ; Mukhopadhyay, Subhasis (2009) Gene interaction – An evolutionary biclustering approach Information Fusion, 10 (3). pp. 242-249. ISSN 1566-2535

Masulli, Francesco ; Mitra, Sushmita (2009) Natural computing methods in bioinformatics: A survey Information Fusion, 10 (3). pp. 211-216. ISSN 1566-2535

Das, Ranajit ; Mitra, Sushmita ; Murthy, C. A. ; Mukhopadhyay, Subhasis (2009) A Least Squares Fitting-Based Modeling of Gene Regulatory Sub-networks In: Pattern Recognition and Machine Intelligence, Springer Nature.

Kundu, Partha Pratim ; Mitra, Sushmita (2009) Multi-objective Evolutionary Feature Selection In: Pattern Recognition and Machine Intelligence, Springer Nature.

Barman, Bishal ; Mitra, Sushmita ; Pedrycz, Witold (2008) Shadowed Clustering for Speech Data and Medical Image Segmentation In: Rough Sets and Current Trends in Computing, Springer Nature.

Banerjee, Mohua ; Mitra, Sushmita ; Banka, Haider (2007) Evolutionary Rough Feature Selection in Gene Expression Data IEEE Transactions on Systems, Man and Cybernetics, Part C (Applications and Reviews), 37 (4). pp. 622-632. ISSN 1094-6977

Mitra, Sushmita ; Acharya, Tinku (2007) Gesture Recognition: A Survey In: IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews), 31 May 2007, IEEE.

Mitra, Sushmita ; Banka, Haider (2006) Multi-objective evolutionary biclustering of gene expression data Pattern Recognition Letters, 39 (12). pp. 2464-2477. ISSN 0167-8655

Momin, B.F. ; Mitra, S. ; Gupta, R.D. (2006) Reduct Generation and Classification of Gene Expression Data In: 2006 International Conference on Hybrid Information Technology, 09-11 November 2006, Cheju, Korea (South).

Mitra, S. ; Hayashi, Y. (2006) Bioinformatics with soft computing IEEE Transactions on Systems, Man and Cybernetics, Part C (Applications and Reviews), 36 (5). pp. 616-635. ISSN 1094-6977

Mitra, S. ; Banka, H. ; Pedrycz, W. (2006) Rough–Fuzzy Collaborative Clustering IEEE Transactions on Systems, Man and Cybernetics, Part B (Cybernetics), 36 (4). pp. 795-805. ISSN 1083-4419

Choudhury, S. ; Mitra, S. (2006) Feature Extraction and Connectionist Classification of SODAR Echograms IEEE Geoscience and Remote Sensing Letters, 3 (1). pp. 19-22. ISSN 1545-598X

Mitra, S. ; Banka, H. ; Pal, S.K. (2006) A MOE framework for Biclustering of Microarray Data In: 18th International Conference on Pattern Recognition (ICPR'06), 20-24 August 2006, Hong Kong, China.

Filippone, Maurizio ; Masulli, Francesco ; Rovetta, Stefano ; Mitra, Sushmita ; Banka, Haider (2006) Possibilistic Approach to Biclustering: An Application to Oligonucleotide Microarray Data Analysis In: Computational Methods in Systems Biology, 13 September 2021, Springer Nature.

Mali, Kalyani ; Mitra, Sushmita (2005) Symbolic classification, clustering and fuzzy radial basis function network Fuzzy Sets and Systems, 152 (3). pp. 553-564. ISSN 0165-0114

MUKHERJEE, SHIBAJI ; Mitra, Sushmita (2005) HIDDEN MARKOV MODELS, GRAMMARS, AND BIOLOGY: A TUTORIAL Journal of Bioinformatics and Computational Biology, 03 (02). pp. 491-526. ISSN 0219-7200

Mitra, Sushmita ; Banka, Haider ; Pedrycz, Witold (2005) Collaborative Rough Clustering In: Pattern Recognition and Machine Intelligence, Springer Nature.

Arotaritei, Dragos ; Mitra, Sushmita (2004) Web mining: a survey in the fuzzy framework Fuzzy Sets and Systems, 148 (1). pp. 5-19. ISSN 0165-0114

Mitra, Sushmita (2004) An evolutionary rough partitive clustering Pattern Recognition Letters, 25 (12). pp. 1439-1449. ISSN 0167-8655

Mitra, Sushmita (2004) Fuzzy radial basis function network: a parallel design Neural Computing and Applications, 13 (3). pp. 261-267. ISSN 0941-0643

Choudhury, S. ; Mitra, S. (2004) A Connectionist Approach to SODAR Pattern Classification IEEE Geoscience and Remote Sensing Letters, 1 (2). pp. 42-46. ISSN 1545-598X

Choudhury, S. ; Mitra, S. ; Chakraborty, H. (2004) A connectionist approach to thunderstorm forecasting IEEE Annual Meeting of the Fuzzy Information, 2004. Processing NAFIPS '04. . 330-334 Vol.1.

Mali, Kalyani ; Mitra, Sushmita (2003) Clustering and its validation in a symbolic framework Pattern Recognition Letters, 24 (14). pp. 2367-2376. ISSN 0167-8655

Mali, Kalyani ; Mitra, Sushmita (2002) Clustering of Symbolic Data and Its Validation In: Advances in Soft Computing — AFSS 2002, 29 January 2002, Springer Nature.

Mitra, S. ; Hayashi, Y. (2000) Neuro-fuzzy rule generation: survey in soft computing framework In: IEEE Transactions on Neural Networks, 31 May 2000, IEEE.

Basak, J. ; Mitra, S. (1999) Feature Selection Using Radial Basis Function Networks Neural Computing & Applications, 8 (4). pp. 297-302. ISSN 0941-0643

Mitra, Pabitra ; Mitra, Sushmita ; Pal, Sankar K. (1999) Modular Rough Fuzzy MLP: Evolutionary Design In: New Directions in Rough Sets, Data Mining, and Granular-Soft Computing, Springer Nature.

Mitra, Sushmita ; Pal, Sankar K (1996) Neuro-Fuzzy Expert Systems: Relevance, Features and Methodologies IETE Journal of Research, 42 (4-5). pp. 335-347. ISSN 0377-2063

Mitra, Sushmita ; Kuncheva, Ludmila I. (1995) Improving classification performance using fuzzy MLP and two-level selective partitioning of the feature space Fuzzy Sets and Systems, 70 (1). pp. 1-13. ISSN 0165-0114

Mitra, Sushmita (1994) Fuzzy MLP based expert system for medical diagnosis Fuzzy Sets and Systems, 65 (2-3). pp. 285-296. ISSN 0165-0114

Pal, S. K. ; Mitra, S. (1992) Multilayer perceptron, fuzzy sets, and classification IEEE Transactions on Neural Networks, 3 (5). pp. 683-697. ISSN 1045-9227

Mitra, Sushmita ; Banka, Haider Application of Rough Sets in Pattern Recognition Lecture Notes in Computer Science . pp. 151-169. ISSN 0302-9743

Das, Ranajit ; Mitra, Sushmita ; Banka, Haider ; Mukhopadhyay, Subhasis Evolutionary Biclustering with Correlation for Gene Interaction Networks In: Pattern Recognition and Machine Intelligence, Springer Nature.

Mitra, Sushmita ; Banka, Haider ; Paik, Jiaul Hoque Evolutionary Fuzzy Biclustering of Gene Expression Data In: Rough Sets and Knowledge Technology, Springer, Berlin.

Banerjee, M. ; Mitra, S. ; Pal, S.K. Knowledge-based fuzzy MLP with rough sets In: Proceedings of International Conference on Neural Networks (ICNN'97), 12-12 June 1997, Houston, TX, USA.

Mitra, Sushmita ; Barman, Bishal Rough-Fuzzy Clustering: An Application to Medical Imagery In: Rough Sets and Knowledge Technology, Springer, Berlin.

Kuncheva, L.I. ; Mitra, S. A two-level classification scheme trained by a fuzzy neural network Proceedings of the 12th IAPR International Conference on Pattern Recognition (Cat. No.94CH3440-5), 2 . pp. 467-469.

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