School of Medical Science and Technology

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Educational Package
• Mathematics for Machine Learning by Chakraborty D., Adhya D. G. 1-60 (2025)
Others
• Development of Severity Index for Oral Epithelial Dysplasia Using Fuzzy Group Decision Making Algorithm by Nawn D., Lahiri P. , Dey B. , Pal M. , Paul R. R., Adhya D. G., Chakraborty D. , Chatterjee J. 01- (2025)
Patent
• A Point-of-Care based System for Generating and Analyzing Tear Fern Patterns by Roy M., Debnath C. , Reddy G. , Adhya A. , Chakraborty D. , Adhya D. G. - (2025)
Conferences
• A Novel Ensemble Learning Approach Based on Choquet Integral Using Multi Assessment of Classifiers for Breast Cancer Prediction by Guria S., Debnath C. , Adhya A. , Adhya D. G. 2024 IEEE 21st India Council International Conference (INDICON) 1-6 (2025)
• Multiscale Color Guided Attention Ensemble Classifier for Age-Related Macular Degeneration Using Concurrent Fundus and Optical Coherence Tomography Images by Gupta P., Mandal S., Guha D., Chakraborty D. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 15302 LNCS 304-319 (2025)
• Epileptic EEG Signals Classification Based on Multi-Criteria Decision Aid Classifier Ensemble Approach by Gowtham Reddy N., Debnath C., Guha D., Adhya A., Mahadevappa M. 2024 National Conference on Communications, NCC 2024 - (2024)
• A Novel BOND-KNN Algorithm to Predict Breast Cancer Survival using Multi-modal Features by Debnath C., Guria S., Guha D., Chakraborty D. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS - (2024)
• Speckle Noise Reduction in Ultrasound Images using Denoising Auto-encoder with Skip connection by Bhute S., Mandal S., Guha D. SAUS 2024 - IEEE South Asian Ultrasonics Symposium, Proceedings - (2024)
• EEG Artifact Removal using Stacked Multi-Head Attention Transformer Architecture by Gowtham Reddy N., Guha D., Mahadevappa M. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS - (2024)
• Bonferroni mean-based pooling function in Convolutional Neural Networks by Gupta P., Adhya D. G., Domala N. , Chakraborty D. Indo-German Conference on Computational Mathematics, IGCM-2023 - (2023)
• Enhanced Convolutional Neural Networks based on Bonferroni mean operator and their different combination in the Pooling layer by Gupta P., Domala N., Guha D., Chakraborty D. 2023 IEEE 20th India Council International Conference, INDICON 2023 305-310 (2023)
• Enhanced Convolutional Neural Networks based on Bonferroni mean operator and their different combination in the Pooling layer, by Gupta P., Domala N. , Adhya D. G., Chakraborty D. 20th IEEE India Council Conference (2023), 305-310 (2023)
• Classification of Epileptic EEG Signals based on Bonferroni mean (BM) Operator by Reddy Nimmalapalli G., Adhya D. G., Mahadevappa M. Indo-German Conference on Computational Mathematics, IGCM-2023 - (2023)
• Multi-criteria Decision-Making Based Classifier Ensemble by Using Prioritized Aggregation Operator by Debnath C., Guha D., Hait S.R., Guria S., Chakraborty D. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 14301 LNCS 98-105 (2023)
• Multi- criteria Decision-Making Based Classifier Ensemble by Using Prioritized Aggregation Operator, by Debnath C., Adhya D. G., Rani Hait . , Guria S. , Chakraborty D. International Conference on Pattern Recognition and Machine Intelligence (2023), 98-105 (2023)
• An Interval-Valued Multi-attribute Decision Making Based on Combined QUALIFLEX-EAST Methodology by Banerjee D., Guha D., Chakraborty D., Kouchakinejad F. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 14069 LNCS 259-270 (2023)
• An interval-valued multi-attribute decision making based on combined QUALIFLEX-EAST methodology by Banerjee D., Guha Adhya D. , Chakraborty D. , Kouchakinejad F. EUSFLAT 2023 (2023) - (2023)
• Ordered Weighted Aggregation Operators based Statistical features for Seizure Classification using EEG by Gowtham Reddy N., Gupta P., Guha D., Mahadevappa M., Chakraborty D. 2023 IEEE 20th India Council International Conference, INDICON 2023 293-298 (2023)
• A new family of bonferroni mean-type pre-aggregation operators by Hait S.R., Mesiar R., Guha D., Chakraborty D. IEEE International Conference on Fuzzy Systems 2020-July - (2020)
• A new family of Bonferroni mean-type pre-aggregation operators by Hait S. R., Mesiar R. , Adhya D. G., Chakraborty D. 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) 1-6 (2020)
• Multi-dimensional Data Aggregation Utilizing Extended Partitioned Bonferroni Mean by Adhya D. G., Banerjee D. , Mesiar R. IEEE FUZZ - (2020)
• Multi-dimensional data aggregation utilizing extended partitioned Bonferroni mean Operator by Banerjee D., Guha D., Mesiar R. IEEE International Conference on Fuzzy Systems 2020-July - (2020)
• On some inner dependence relationships in hierarchical structure under hesitant fuzzy environment by Banerjee D., Adhya D. G. AGOP 2019 95-105 (2019)
• On Some Inner Dependence Relationships in Hierarchical Structure Under Hesitant Fuzzy Environment by Guha D., Banerjee D. Advances in Intelligent Systems and Computing 981 95-105 (2019)
Journal
• A systematic review and meta-analysis to develop a landscape map of antibiotic resistance for six WHO priority pathogens in east and north-east India from 2011 to 2022 by Malik S., Shirvankar C.M., Jacob R.K., Adhya D.G., Sinha S., Bhattacharya S., Walia K., Bhattacharya S.D. Indian Journal of Medical Microbiology 52 - (2024)
• Classification of epileptic EEG signals with the utilization of Bonferroni mean based fuzzy pattern tree by N. G.R., Hait S.R., Guha D., Mahadevappa M. Expert Systems with Applications 239 - (2024)
• ICON-P A double-blind evaluation of quality improvements with individualized CONstraints from low-cost knowledge-based radiation therapy planning in prostate cancer by Shah S., Prasath S. , Arun B. , Guha Adhya D. , Sarkar A. , Mallick I. Technical Innovations & Patient Support in Radiation Oncology 1-7 (2023)
• Evolutionary ensembles based on prioritized aggregation operator by Debnath C., A. , Rani Hait S. , Adhya D. G., Chakraborty D. Soft Computing 27 18469-18488 (2023)
• Improved Bonferroni mean operator to apprehend graph based data interconnections with application to the Hacker Attack system by Hait S.R., Dutta B., Guha D., Chakraborty D. Information Sciences 616 276-302 (2022)
• Wavelength-routed Optical Backbone Network Planning Under Fuzzy Environment by Biswas P., Das S. , Adhya D. G., Adhya A. Optical and Quantum Electronics 54 1-17 (2022)
• The Bonferroni mean-type pre-aggregation operators construction and generalization: Application to edge detection by Hait S.R., Mesiar R., Gupta P., Guha D., Chakraborty D. Information Fusion 80 226-240 (2022)
• Development of the Generalized Multi-Dimensional Extended Partitioned Bonferroni Mean Operator and Its Application in Hierarchical MCDM by Banerjee D., Adhya D. G., Mesiar R. , Karmakar Mondol J. Axioms 1-22 (2022)
• Role of malonaldehyde as a surrogate biomarker for iron overload in the -thalassemia patient: A systematic meta-analysis by Adhya D. G., Basu D. , Sinha R. , Chakravorty N. Advances in Redox Research 3 - (2021)
• Generalizing expected values to the case of L* -fuzzy events by Adhya D. G. International Journal of General Systems 50, 36-62 (2021)
• Generalization and extension of partitioned Bonferroni mean operator to model optional prerequisites by Hait S.R., Guha D., Chakraborty D., Mesiar R. International Journal of Intelligent Systems 35 891-919 (2020)
• Generalization and extension of partitioned Bonferroni mean operator to model optional prerequisites, by Adhya D. G., Hait S. R., Chakraborty D. , Mesiar R. International Journal of Intelligent Systems( 35 891-899 (2020)
• Generalized hesitant fuzzy information fusion using extended partitioned Bonferroni mean operator with application in decision-making by Hait S. R., Adhya D. G., Chakraborty D. Computational and Applied Mathematics 39 167- (2020)
• SMAA-QUALIFLEX methodology to handle multi criteria decision making problems based on q-rung fuzzy set with hierarchical structure of criteria using bipolar Choquet integral by Adhya D. G., Banerjee D. , Dutta B. , Martinez L. International Journal of Intelligent Systems 35 401-431 (2020)
• SMAA-QUALIFLEX methodology to handle multicriteria decision-making problems based on q-rung fuzzy set with hierarchical structure of criteria using bipolar Choquet integral by Banerjee D., Dutta B., Guha D., Martínez L. International Journal of Intelligent Systems 35 401-431 (2020)
• Constructing interval-valued generalized partitioned Bonferroni mean operator with several extensions for MAGDM by Adhya D. G., Banerjee D. , Dutta B. , Goh M. Neural Computing and Applications 1-28 (2020)
• nformation measures in the intuitionistic fuzzy framework and their relationships by Das S., Adhya D. G., Mesiar R. IEEE Transactions on Fuzzy Systems 26 1626-1637 (2018)
• Extended Bonferroni mean under intuitionistic fuzzy environment based on a strict t-conorm by Das S., Adhya D. G., Mesiar R. IEEE Transactions on Systems, Man, and Cybernetics: Systems 47 20-2099 (2017)
Book Chapter/Section
• A Perspective on Mathematical Modeling and Machine Learning Models to Predict Visceral Leishmaniasis by Khatua D., Guha D., De A., Mukherjee B. Pathobiology of Parasitic Protozoa: Dynamics and Dimensions 175-187 (2023)

Principal Investigator

• Student Innovation Project: Asseessment of Attitudes of the General Public towards the COVID-19 Vaccine
• An MCDM Approach to Aggregate Multi-modal Features and Multiple Prediction Models Tasks: An Application to DVH Prediction for the Benefit of Medical Treatment
• Prediction of dose constraint for OAR for individual prostate cancer patient based on simple structure volumes and their overlap regions using multi-criteria optimization and its application in the improvement of radiotherapy treatment planning
• Prediction of dose constraint for OAR for individual prostate cancer patient based on simple structure volumes and their overlap regions using multi-criteria optimization and its application in the improvement of radiotherapy treatment planning
• "Al aSsisted point-of-caRe device for pre-screening of Glaucoma using predictive modeling of tear fern patterns (ASRU)"
• Development of A Machine Learning Based Data Driven Predictive Model For Prostate Cancer Dosimetry
• Development of A Machine Learning Based Data Driven Predictive Model For Prostate Cancer Dosimetry

Co-Principal Investigator

• Pathology on a Spinning Disc