School of Medical Science and Technology

Faculty

Budhaditya Mukherjee

Debashree Guha Adhya

Gayatri Mukherjee

Gorachand Dutta

Koel Chaudhury

Mahitosh Mandal

Manjunatha Mahadevappa

Marc J. Madou

Nishant Chakravorty

Praphulla Chandra Shukla

Sangeeta Das Bhattacharya

Santanu Dhara

Soumen Das

Subhamoy Mandal

Debashree Guha Adhya

Assistant Professor Grade-I

School of Medical Science and Technology

+91-3222-23222-281224 (Lab No.)

debashree_smst@smst.iitkgp.ac.in

Awards and Accolades

Personal Webpage Bio Sketch

Research Areas

Operations Research (OR)
Uncertain Data Handling
MCDM Applications in Healthcare
Data aggregation and its applications
Predictive mathematical modeling

I actively research in qualitative and quantitative decision making, medical decision making, data aggregation and their applications in medical, fuzzy logic, and uncertainty modelling. I am working on developing tools and techniques for building efficient decision support system for health care development. In particular, I develop novel information fusion strategies by modeling interaction among data, analyze information measures to extract knowledge of uncertain data and use them in modelling physical system, solve medical decision problem when the knowledge is available in the form of fuzzy rules, design web-based medical diagnostic support system. I also analyzed the pattern of hierarchical data.

All Publications

No Record Found.

Completed Projects

Principal Investigator

An MCDM Approach to Aggregate Multi-modal Features and Multiple Prediction Models Tasks: An Application to DVH Prediction for the Benefit of Medical Treatment
Development of A Machine Learning Based Data Driven Predictive Model For Prostate Cancer Dosimetry

Co-Principal Investigator

Pathology on a Spinning Disc MHRD-STARS

Ph. D. Students

Ankita Dutta

Area of Research: Modeling Cancer with Organoids

Chandrima Debnath

Area of Research: Machine learning in heathcare

Nimmalapalli Gowtham Reddy

Area of Research: Multi criteria decision making and its applications in health care

Pragya Gupta

Area of Research: Fuzzy Information Processing

Sanchita Mondal

Area of Research: Machine learning in medical decision making

Simran Malik

Area of Research: Infection Control

Soumita Guria

Area of Research: Multi Criteria Decision Aid

Book Chapter/Section

A Perspective on Mathematical Modeling and Machine Learning Models to Predict Visceral Leishmaniasis Khatua D., Guha Adhya D. , Mukherjee B. By Pathobiology of Parasitic Protozoa: Dynamics and Dimensions 175-187 (2023)

Journal

ICON-P A double-blind evaluation of quality improvements with individualized CONstraints from low-cost knowledge-based radiation therapy planning in prostate cancer Shah S., Prasath S. , Arun B. , Guha Adhya D. , Sarkar A. , Mallick I. By Technical Innovations & Patient Support in Radiation Oncology 1-7 (2023)
The Bonferroni mean-type pre-aggregation operators construction and generalization: Application to edge detection Hait S.R., Mesiar R., Gupta P., Guha D., Chakraborty D. By Information Fusion 80 226-240 (2022)
Development of the Generalized Multi-Dimensional Extended Partitioned Bonferroni Mean Operator and Its Application in Hierarchical MCDM Banerjee D., Adhya D. G., Mesiar R. , Karmakar Mondol J. By Axioms 1-22 (2022)
Improved Bonferroni mean operator to apprehend graph based data interconnections with application to the Hacker Attack system Hait S.R., Dutta B., Guha D., Chakraborty D. By Information Sciences 616 276-302 (2022)
Wavelength-routed Optical Backbone Network Planning Under Fuzzy Environment Biswas P., Das S. , Adhya D. G., Adhya A. By Optical and Quantum Electronics 54 1-17 (2022)
Role of malonaldehyde as a surrogate biomarker for iron overload in the -thalassemia patient: A systematic meta-analysis Adhya D. G., Basu D. , Sinha R. , Chakravorty N. By Advances in Redox Research 3 - (2021)
Generalizing expected values to the case of L* -fuzzy events Adhya D. G. By International Journal of General Systems 50, 36-62 (2021)
Generalization and extension of partitioned Bonferroni mean operator to model optional prerequisites, Adhya D. G., Hait S. R., Chakraborty D. , Mesiar R. By 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 Hait S. R., Adhya D. G., Chakraborty D. By 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 Adhya D. G., Banerjee D. , Dutta B. , Martinez L. By 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 Banerjee D., Dutta B., Guha D., Martínez L. By International Journal of Intelligent Systems 35 401-431 (2020)
Constructing interval-valued generalized partitioned Bonferroni mean operator with several extensions for MAGDM Adhya D. G., Banerjee D. , Dutta B. , Goh M. By Neural Computing and Applications 1-28 (2020)
Generalization and extension of partitioned Bonferroni mean operator to model optional prerequisites Hait S.R., Guha D., Chakraborty D., Mesiar R. By International Journal of Intelligent Systems 35 891-919 (2020)
nformation measures in the intuitionistic fuzzy framework and their relationships Das S., Adhya D. G., Mesiar R. By IEEE Transactions on Fuzzy Systems 26 1626-1637 (2018)
Extended Bonferroni mean under intuitionistic fuzzy environment based on a strict t-conorm Das S., Adhya D. G., Mesiar R. By IEEE Transactions on Systems, Man, and Cybernetics: Systems 47 20-2099 (2017)

Conferences

An interval-valued multi-attribute decision making based on combined QUALIFLEX-EAST methodology Banerjee D., Guha Adhya D. , Chakraborty D. , Kouchakinejad F. By EUSFLAT 2023 (2023) - (2023)
Bonferroni mean-based pooling function in Convolutional Neural Networks Gupta P., Adhya D. G., Domala N. , Chakraborty D. By Indo-German Conference on Computational Mathematics, IGCM-2023 - (2023)
Classification of Epileptic EEG Signals based on Bonferroni mean (BM) Operator Reddy Nimmalapalli G., Adhya D. G., Mahadevappa M. By Indo-German Conference on Computational Mathematics, IGCM-2023 - (2023)
Multi-dimensional Data Aggregation Utilizing Extended Partitioned Bonferroni Mean Adhya D. G., Banerjee D. , Mesiar R. By IEEE FUZZ - (2020)
Multi-dimensional data aggregation utilizing extended partitioned Bonferroni mean Operator Banerjee D., Guha D., Mesiar R. By IEEE International Conference on Fuzzy Systems 2020-July - (2020)
A new family of bonferroni mean-type pre-aggregation operators Hait S.R., Mesiar R., Guha D., Chakraborty D. By IEEE International Conference on Fuzzy Systems 2020-July - (2020)
A new family of Bonferroni mean-type pre-aggregation operators Hait S. R., Mesiar R. , Adhya D. G., Chakraborty D. By 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) 1-6 (2020)
On some inner dependence relationships in hierarchical structure under hesitant fuzzy environment Banerjee D., Adhya D. G. By AGOP 2019 95-105 (2019)
On Some Inner Dependence Relationships in Hierarchical Structure Under Hesitant Fuzzy Environment Guha D., Banerjee D. By Advances in Intelligent Systems and Computing 981 95-105 (2019)