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Home > School of Medical Science and Technology > Debashree Guha Adhya

Faculty

School of Medical Science and Technology

Contact
  •  debashree_smst@smst.iitkgp.ac.in
  •  +91-3222-281224 (Lab No.)

Bio Sketch / Website

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

I actively research in qualitative and quantitative decision making, medical decision making, fuzzy logic, uncertainty modelling, data aggregation and their applications in medical, . 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.




Principal Investigator

"Al aSsisted point-of-caRe device for pre-screening of Glaucoma using predictive modeling of tear fern patterns (ASRU)" IIT KHARAGPUR AI4ICPS I HUB FOUNDATION

Development of A Machine Learning Based Data Driven Predictive Model For Prostate Cancer Dosimetry Science and Engineering Research Board (SERB)


Co-Principal Investigator

Fabrication of a smart lab-on-a-chip to detect salivary biomarkers of oral cancer and malignant transition of oral premalignancy for point-of-care diagnostics and machine learning-based predictive modelling INDIAN COUNCIL OF MEDICAL RESEARCH (ICMR)


Ph.D. Students

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

Pragya Gupta
Area of Research: Fuzzy Information Processing

Simran Malik
Area of Research: Infection Control

Ankita Dutta
Area of Research: Modeling Cancer with Organoids

Chandrima Debnath
Area of Research: Machine learning in heathcare

Soumita Guria
Area of Research: Multi Criteria Decision Aid

Sanchita Mondal
Area of Research: Machine learning in medical decision making

Tushar Das
Area of Research: Predictive Mathematical Modeling