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Y. G

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Review Open access Sep 2026

Prospective Observational Study of Prescription Pattern from Diabetic Patients

The observed comorbidities and polypharmacy highlight the need for regular prescription review, pharmacist involvement, patient counselling, and individualized treatment to promote safe and rational antidiabetic drug use.

P. R, Santhanakumar M, D. S et al. · 0 citations
Open access Jul 2026

An AI Based Approach for Research Paper Summarization Using Deep Learning

The Research AI Pipeline is introduced, a five-layer automated system for analysing academic PDF documents from start to finish that achieves an F1-score of 0.89 for section boundary detection, 0.91 for figure caption matching and 88 percent accuracy in factual QA, all while operating locally without relying on cloud A...

S. C, Yogaraj S, Y. G et al. · 0 citations
Open access Aug 2026

An Explainable AutoML Pipeline for Multi-Task Tabular Data Using Optuna and SHAP

This research introduces an Explainable AutoML Pipeline for performing automated data pre-processing, multi-model learning, hyperparameter optimization using Optuna, model selection using a leaderboard, and finally interpreting the results using SHAP.

A. S, R. A, Shanmathi K. et al. · 0 citations

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