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Author

G. Sabarees

2 papers indexed here

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Review Oct 2026

Injectable hydrogels in bone tissue engineering: from bench to bedside

Abstract Large segmental bone defects resulting from trauma, tumor resection, infection, or congenital abnormalities often exceed the innate regenerative capacity of bone, necessitating effective therapeutic strategies. Conventional treatments, such as autografts and allografts, are associated with significant limitati...

G. Sabarees, Sivakumar Kanmani, S. Kowsalya et al. · 0 citations
Review Aug 2026

Machine Learning-Driven Optimization of Calcium Pectinate Hydrogel Formulations: A Stacked Ensemble Framework for Alpha-Lipoic Acid–β-Cyclodextrin Oral Delivery System Design

The proposed ML framework provides a robust and physically interpretable strategy for calcium pectinate formulation optimization and establishes a computationally guided foundation for ALA–βCD oral delivery system development.

K. Raj, G. Sabarees · 0 citations

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