Development of a deep learning based framework for classification of Indian venomous snakes integrated with explainable artificial intelligence for primary and emergency care providers.

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Title: Development of a deep learning based framework for classification of Indian venomous snakes integrated with explainable artificial intelligence for primary and emergency care providers.
Authors: Manna IIA; Manipal School of Information Sciences, Manipal Academy of Higher Education, Manipal, India., Wagle U; Department of Emergency Medical Technology, Manipal College of Health Professions, Manipal Academy of Higher Education, Manipal, India., Balaji B; Manipal School of Information Sciences, Manipal Academy of Higher Education, Manipal, India., Lath V; Department of Emergency Medicine, Kasturba Medical College, Manipal Academy of Higher Education, Manipal, India., Sampathila N; Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, India., Upadya P S; Manipal School of Information Sciences, Manipal Academy of Higher Education, Manipal, India., Sirur FM; Department of Emergency Medicine, Kasturba Medical College, Manipal Academy of Higher Education, Manipal, India.
Source: PLoS neglected tropical diseases [PLoS Negl Trop Dis] 2026 Jun 05; Vol. 20 (6), pp. e0014147. Date of Electronic Publication: 2026 Jun 05 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101291488 Publication Model: eCollection Cited Medium: Internet ISSN: 1935-2735 (Electronic) Linking ISSN: 19352727 NLM ISO Abbreviation: PLoS Negl Trop Dis Subsets: MEDLINE
Database: MEDLINE Ultimate
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ISSN:1935-2735
DOI:10.1371/journal.pntd.0014147