Sushmita Mitra

ORCID

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 39

Top Venues

Publications

Surochita Pal Das, Sushmita Mitra, B. Uma Shankar
Collective intelligent strategy for improved segmentation of COVID-19 from CT. Expert Syst. Appl. 235 (2024)
Pallabi Dutta, Soham Bose, Swalpa Kumar Roy, Sushmita Mitra
Are Vision xLSTM Embedded UNet More Reliable in Medical 3D Image Segmentation? CoRR (2024)
Shramana Dey, Pallabi Dutta, Sushmita Mitra, B. Uma Shankar
Multi-Scale Deep Supervised Attention Network for Red Lesion Segmentation. ISBI (2023)
Pallabi Dutta, Sushmita Mitra
Full-Scale Deeply Supervised Attention Network for Segmenting COVID-19 Lesions. ISBI (2023)
Pallabi Dutta, Sushmita Mitra
Efficient Global-Context driven Volumetric Segmentation of Abdominal Images. BIBM (2023)
Mani A, Sushmita Mitra
Large Minded Reasoners for Soft and Hard Cluster Validation - Some Directions. FedCSIS (Position Papers) (2023)
Pallabi Dutta, Sushmita Mitra
Mixed Attention with Deep Supervision for Delineation of COVID Infection in Lung CT. CoRR (2023)
Pallabi Dutta, Sushmita Mitra
Full-scale Deeply Supervised Attention Network for Segmenting COVID-19 Lesions. CoRR (2022)
Surochita Pal Das, Sushmita Mitra, B. Uma Shankar
Collective Intelligent Strategy for Improved Segmentation of COVID-19 from CT. CoRR (2022)
Mani A, Sushmita Mitra
Granular Generalized Variable Precision Rough Sets and Rational Approximations. CoRR (2022)
Sugata Banerji, Sushmita Mitra
Deep learning in histopathology: A review. WIREs Data Mining Knowl. Discov. 12 (1) (2022)
Sanhita Basu, Sushmita Mitra
Segmentation in Diabetic Retinopathy using Deeply-Supervised Multiscalar Attention. EMBC (2021)
Subhashis Banerjee, Sushmita Mitra, Lawrence O. Hall
Analysis of MRI Biomarkers for Brain Cancer Survival Prediction. CoRR (2021)
Subhashis Banerjee, Sushmita Mitra
Novel Volumetric Sub-region Segmentation in Brain Tumors. Frontiers Comput. Neurosci. 14 (2020)
Sanhita Basu, Sushmita Mitra, Nilanjan Saha
Deep Learning for Screening COVID-19 using Chest X-Ray Images. CoRR (2020)
Subhashis Banerjee, Sushmita Mitra
Evolving Optimal Convolutional Neural Networks. SSCI (2020)
Ritaban Kirtania, Sushmita Mitra, B. Uma Shankar
A novel adaptive k-NN classifier for handling imbalance: Application to brain MRI. Intell. Data Anal. 24 (4) (2020)
Mousumi Sardar, Subhashis Banerjee, Sushmita Mitra
Iris Segmentation Using Interactive Deep Learning. IEEE Access 8 (2020)
Subhashis Banerjee, Sushmita Mitra, Francesco Masulli, Stefano Rovetta
Glioma Classification Using Deep Radiomics. SN Comput. Sci. 1 (4) (2020)
Kuntal Ghosh, Sushmita Mitra
Preface. Fundam. Informaticae 176 (2) (2020)
Soham Mandal, Sushmita Mitra, B. Uma Shankar
FuzzyCIE: fuzzy colour image enhancement for low-exposure images. Soft Comput. 24 (3) (2020)
Sanhita Basu, Sushmita Mitra, Nilanjan Saha
Deep Learning for Screening COVID-19 using Chest X-Ray Images. SSCI (2020)
Saumya Bhadani, Sushmita Mitra, Subhashis Banerjee
Fuzzy volumetric delineation of brain tumor and survival prediction. Soft Comput. 24 (17) (2020)
Anandarup Mukherjee, Sudip Misra, Narendra Singh Raghuwanshi, Sushmita Mitra
Blind Entity Identification for Agricultural IoT Deployments. IEEE Internet Things J. 6 (2) (2019)
Subhashis Banerjee, Harkirat Singh Arora, Sushmita Mitra
Ensemble of CNNs for Segmentation of Glioma Sub-regions with Survival Prediction. BrainLes@MICCAI (2) (2019)
Subhashis Banerjee, Sushmita Mitra, Francesco Masulli, Stefano Rovetta
Deep Radiomics for Brain Tumor Detection and Classification from Multi-Sequence MRI. CoRR (2019)
Subhashis Banerjee, Sushmita Mitra, B. Uma Shankar
Automated 3D segmentation of brain tumor using visual saliency. Inf. Sci. 424 (2018)
Subhashis Banerjee, Sushmita Mitra, Anmol Sharma, B. Uma Shankar
A CADe System for Gliomas in Brain MRI using Convolutional Neural Networks. CoRR (2018)
Ponnuthurai N. Suganthan, Sushmita Mitra, Ivan Tyukin
Preface special issue on non-iterative approaches in learning. Appl. Soft Comput. 70 (2018)
Sabu M. Thampi, El-Sayed M. El-Alfy, Sushmita Mitra, Ljiljana Trajkovic
Soft computing and intelligent systems: Techniques and applications. J. Intell. Fuzzy Syst. 34 (3) (2018)
Subhashis Banerjee, Sushmita Mitra, B. Uma Shankar
Multi-planar Spatial-ConvNet for Segmentation and Survival Prediction in Brain Cancer. BrainLes@MICCAI (2) (2018)
Subhashis Banerjee, Sushmita Mitra, Francesco Masulli, Stefano Rovetta
Brain Tumor Detection and Classification from Multi-sequence MRI: Study Using ConvNets. BrainLes@MICCAI (1) (2018)
Mousumi Sardar, Sushmita Mitra, B. Uma Shankar
Iris localization using rough entropy and CSA: A soft computing approach. Appl. Soft Comput. 67 (2018)
Anandarup Mukherjee, Nidhi Pathak, Sudip Misra, Sushmita Mitra
Predictive Intra-Edge Packet-Source Mapping in Agricultural Internet of Things. GLOBECOM Workshops (2018)
Partha Pratim Kundu, Sushmita Mitra
Feature Selection Through Message Passing. IEEE Trans. Cybern. 47 (12) (2017)
Subhashis Banerjee, Sushmita Mitra, B. Uma Shankar
Synergetic neuro-fuzzy feature selection and classification of brain tumors. FUZZ-IEEE (2017)
Yoichi Hayashi, Yuki Tanaka, Tomohiro Takagi, Takamichi Saito, Hideaki Iiduka, Hiroaki Kikuchi, Guido Bologna, Sushmita Mitra
Recursive-Rule Extraction Algorithm With J48graft And Applications To Generating Credit Scores. J. Artif. Intell. Soft Comput. Res. 6 (1) (2016)
Subhashis Banerjee, Sushmita Mitra, B. Uma Shankar
ROI Segmentation from Brain MR Images with a Fast Multilevel Thresholding. CVIP (1) (2016)
Subhashis Banerjee, Sushmita Mitra, B. Uma Shankar
Single seed delineation of brain tumor using multi-thresholding. Inf. Sci. 330 (2016)
Sushmita Mitra, B. Uma Shankar
Medical image analysis for cancer management in natural computing framework. Inf. Sci. 306 (2015)
Partha Pratim Kundu, Sushmita Mitra
Multi-objective optimization of shared nearest neighbor similarity for feature selection. Appl. Soft Comput. 37 (2015)
Sushmita Mitra, B. Uma Shankar
Integrating Radio Imaging With Gene Expressions Toward a Personalized Management of Cancer. IEEE Trans. Hum. Mach. Syst. 44 (5) (2014)
Sampreeti Ghosh, Sushmita Mitra, Rana Dattagupta
Fuzzy clustering with biological knowledge for gene selection. Appl. Soft Comput. 16 (2014)
Sampreeti Ghosh, Sushmita Mitra
Clustering large data with uncertainty. Appl. Soft Comput. 13 (4) (2013)
Yoichi Hayashi, Ryusuke Sato, Sushmita Mitra
A new approach to three ensemble neural network rule extraction using recursive-rule extraction algorithm. IJCNN (2013)
Girija Chetty, Jennie M. Scarvell, Sushmita Mitra
Fuzzy texture descriptors for early diagnosis of osteoarthritis. FUZZ-IEEE (2013)
Sushmita Mitra, Sampreeti Ghosh
Feature Selection and Clustering of Gene Expression Profiles Using Biological Knowledge. IEEE Trans. Syst. Man Cybern. Part C 42 (6) (2012)
Sushmita Mitra, Partha Pratim Kundu, Witold Pedrycz
Feature selection using structural similarity. Inf. Sci. 198 (2012)
Sampreeti Ghosh, Sushmita Mitra
Gene selection using biological knowledge and fuzzy clustering. FUZZ-IEEE (2012)
Ranajit Das, Sushmita Mitra
Aggregation of Correlation Measures for the Reverse Engineering of Gene Regulatory Sub-networks. PerMIn (2012)
Sushmita Mitra, Partha Pratim Kundu
Satellite image segmentation with Shadowed C-Means. Inf. Sci. 181 (17) (2011)
Sushmita Mitra, Ranajit Das, Yoichi Hayashi
Genetic Networks and Soft Computing. IEEE ACM Trans. Comput. Biol. Bioinform. 8 (1) (2011)
Divya Hariharan, Tinku Acharya, Sushmita Mitra
Recognizing Hand Gestures of a Dancer. PReMI (2011)
Debasis Mazumdar, Soma Mitra, Sushmita Mitra
Evolutionary-Rough Feature Selection for Face Recognition. Trans. Rough Sets 12 (2010)
Sushmita Mitra, Witold Pedrycz, Bishal Barman
Shadowed c-means: Integrating fuzzy and rough clustering. Pattern Recognit. 43 (4) (2010)
Francesco Masulli, Sushmita Mitra
Natural computing methods in bioinformatics: A survey. Inf. Fusion 10 (3) (2009)
Ranajit Das, Sushmita Mitra, C. A. Murthy, Subhasis Mukhopadhyay
A Least Squares Fitting-Based Modeling of Gene Regulatory Sub-networks. PReMI (2009)
Francesco Masulli, Sushmita Mitra
Natural Computing Methods in Bioinformatics. Inf. Fusion 10 (3) (2009)
Partha Pratim Kundu, Sushmita Mitra
Multi-objective Evolutionary Feature Selection. PReMI (2009)
Sampreeti Ghosh, Sushmita Mitra
Incorporating Fuzziness to CLARANS. PReMI (2009)
Sushmita Mitra, Ranajit Das, Haider Banka, Subhasis Mukhopadhyay
Gene interaction - An evolutionary biclustering approach. Inf. Fusion 10 (3) (2009)
Ranajit Das, Sushmita Mitra, Subhasis Mukhopadhyay
Cross-Correlation and Evolutionary Biclustering: Extracting Gene Interaction Sub-networks. PReMI (2009)
Bishal Barman, Sushmita Mitra, Witold Pedrycz
Shadowed Clustering for Speech Data and Medical Image Segmentation. RSCTC (2008)
Sushmita Mitra, Bishal Barman
Rough-Fuzzy Clustering: An Application to Medical Imagery. RSKT (2008)
Mohua Banerjee, Sushmita Mitra, Haider Banka
Evolutionary Rough Feature Selection in Gene Expression Data. IEEE Trans. Syst. Man Cybern. Part C 37 (4) (2007)
Sushmita Mitra, Haider Banka
Application of Rough Sets in Pattern Recognition. Trans. Rough Sets 7 (2007)
Sushmita Mitra, Haider Banka, Jiaul Hoque Paik
Evolutionary Fuzzy Biclustering of Gene Expression Data. RSKT (2007)
Sushmita Mitra, Tinku Acharya
Gesture Recognition: A Survey. IEEE Trans. Syst. Man Cybern. Part C 37 (3) (2007)
Ranajit Das, Sushmita Mitra, Haider Banka, Subhasis Mukhopadhyay
Evolutionary Biclustering with Correlation for Gene Interaction Networks. PReMI (2007)
Sushmita Mitra, Haider Banka, Sankar K. Pal
A MOE framework for Biclustering of Microarray Data. ICPR (1) (2006)
Maurizio Filippone, Francesco Masulli, Stefano Rovetta, Sushmita Mitra, Haider Banka
Possibilistic Approach to Biclustering: An Application to Oligonucleotide Microarray Data Analysis. CMSB (2006)
Haider Banka, Sushmita Mitra
Evolutionary biclustering of gene expressions. Ubiquity 2006 (October) (2006)
Sushmita Mitra, Witold Pedrycz
Special Issue on Bioinformatics. Pattern Recognit. 39 (12) (2006)
Swati Choudhury, Sushmita Mitra
Feature extraction and connectionist classification of SODAR echograms. IEEE Geosci. Remote. Sens. Lett. 3 (1) (2006)
Sushmita Mitra, Yoichi Hayashi
Bioinformatics with soft computing. IEEE Trans. Syst. Man Cybern. Syst. 36 (5) (2006)
Sushmita Mitra, Tinku Acharya, Jiebo Luo
. J. Electronic Imaging 15 (1) (2006)
Sushmita Mitra, Haider Banka, Witold Pedrycz
Rough-Fuzzy Collaborative Clustering. IEEE Trans. Syst. Man Cybern. Part B 36 (4) (2006)
Sushmita Mitra, Haider Banka
Multi-objective evolutionary biclustering of gene expression data. Pattern Recognit. 39 (12) (2006)
Sushmita Mitra, Sankar K. Pal
Fuzzy sets in pattern recognition and machine intelligence. Fuzzy Sets Syst. 156 (3) (2005)
Sushmita Mitra
Computational Intelligence in Bioinformatics. Trans. Rough Sets 3 (2005)
Kalyani Mali, Sushmita Mitra
Symbolic classification, clustering and fuzzy radial basis function network. Fuzzy Sets Syst. 152 (3) (2005)
Sushmita Mitra, Haider Banka, Witold Pedrycz
Collaborative Rough Clustering. PReMI (2005)
Shibaji Mukherjee, Sushmita Mitra
Hidden Markov Models, Grammars, and Biology: a Tutorial. J. Bioinform. Comput. Biol. 3 (2) (2005)
Sushmita Mitra
An evolutionary rough partitive clustering. Pattern Recognit. Lett. 25 (12) (2004)
Sushmita Mitra, Henrik Legind Larsen
Special Issue on Web mining using soft computing. Fuzzy Sets Syst. 148 (1) (2004)
Swati Choudhury, Sushmita Mitra
A connectionist approach to SODAR pattern classification. IEEE Geosci. Remote. Sens. Lett. 1 (2) (2004)
Sushmita Mitra
Fuzzy radial basis function network: a parallel design. Neural Comput. Appl. 13 (3) (2004)
Dragos Arotaritei, Sushmita Mitra
Web mining: a survey in the fuzzy framework. Fuzzy Sets Syst. 148 (1) (2004)
Sankar K. Pal, Sushmita Mitra, Pabitra Mitra
Rough-Fuzzy MLP: Modular Evolution, Rule Generation, and Evaluation. IEEE Trans. Knowl. Data Eng. 15 (1) (2003)
Kalyani Mali, Sushmita Mitra
Clustering and its validation in a symbolic framework. Pattern Recognit. Lett. 24 (14) (2003)
Sushmita Mitra, Kishori M. Konwar, Sankar K. Pal
Fuzzy decision tree, linguistic rules and fuzzy knowledge-based network: generation and evaluation. IEEE Trans. Syst. Man Cybern. Part C 32 (4) (2002)
Sushmita Mitra, Sankar K. Pal, Pabitra Mitra
Data mining in soft computing framework: a survey. IEEE Trans. Neural Networks 13 (1) (2002)
Kalyani Mali, Sushmita Mitra
Clustering of Symbolic Data and Its Validation. AFSS (2002)
Pawan K. Singal, Sushmita Mitra, Sankar K. Pal
Incorporation of Fuzziness in ID3 and Generation of Network Architerture. Neural Comput. Appl. 10 (2) (2001)
Pabitra Mitra, Sushmita Mitra, Sankar K. Pal
Evolutionary Modular MLP with Rough Sets and ID3 Algorithm for Staging of Cervical Cancer. Neural Comput. Appl. 10 (1) (2001)
Sushmita Mitra, Jayanta Basak
FRBF: A Fuzzy Radial Basis Function Network. Neural Comput. Appl. 10 (3) (2001)
Sushmita Mitra, Pabitra Mitra, Sankar K. Pal
Evolutionary modular design of rough knowledge-based network using fuzzy attributes. Neurocomputing 36 (1-4) (2001)
Pabitra Mitra, Sushmita Mitra, Sankar K. Pal
Staging of cervical cancer with soft computing. IEEE Trans. Biomed. Eng. 47 (7) (2000)
Sushmita Mitra, Yoichi Hayashi
Neuro-fuzzy rule generation: survey in soft computing framework. IEEE Trans. Neural Networks Learn. Syst. 11 (3) (2000)
Jayanta Basak, Sushmita Mitra
Feature Selection Using Radial Basis Function Networks. Neural Comput. Appl. 8 (4) (1999)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sushmita Mitra