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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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  Data: 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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  Data: <searchLink fieldCode="AU" term="%22Manna+IIA%22">Manna IIA</searchLink>; Manipal School of Information Sciences, Manipal Academy of Higher Education, Manipal, India.<br /><searchLink fieldCode="AU" term="%22Wagle+U%22">Wagle U</searchLink>; Department of Emergency Medical Technology, Manipal College of Health Professions, Manipal Academy of Higher Education, Manipal, India.<br /><searchLink fieldCode="AU" term="%22Balaji+B%22">Balaji B</searchLink>; Manipal School of Information Sciences, Manipal Academy of Higher Education, Manipal, India.<br /><searchLink fieldCode="AU" term="%22Lath+V%22">Lath V</searchLink>; Department of Emergency Medicine, Kasturba Medical College, Manipal Academy of Higher Education, Manipal, India.<br /><searchLink fieldCode="AU" term="%22Sampathila+N%22">Sampathila N</searchLink>; Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, India.<br /><searchLink fieldCode="AU" term="%22Upadya+P+S%22">Upadya P S</searchLink>; Manipal School of Information Sciences, Manipal Academy of Higher Education, Manipal, India.<br /><searchLink fieldCode="AU" term="%22Sirur+FM%22">Sirur FM</searchLink>; Department of Emergency Medicine, Kasturba Medical College, Manipal Academy of Higher Education, Manipal, India.
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  Data: <searchLink fieldCode="JN" term="%22101291488%22">PLoS neglected tropical diseases</searchLink> [PLoS Negl Trop Dis] 2026 Jun 05; Vol. 20 (6), pp. e0014147. <i>Date of Electronic Publication: </i>2026 Jun 05 (<i>Print Publication: </i>2026).
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        Value: 10.1371/journal.pntd.0014147
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