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by IQAC KIITKIIT Deemed to be University — Internal Quality Assurance Cell

Publication2025

Implementation of a Deep Learning System for Detection and Classification of Lumpy Skin Disease in Cattle: Enhancing Precision and Efficiency in Veterinary Diagnostics

The record

Type
Publication
Date
1 November 2025
Level
International — held abroad
Journal
Veterinary Medicine and Science
Volume
11
Issue
6
Published
1 November 2025
DOI
10.1002/vms3.70664
Scopus ID
105019387013
ISSN
20531095
Authors
13
Open access
Yes
Citations
2
International co-authorship
Yes
Co-author countries
EG, GH, IN, IT, SA

Classification

Every label below carries the reasoning it was assigned on, the confidence band it was assigned in, and what produced it. The rubric is published.

UN Sustainable Development Goals

  1. 2.3 Double the agricultural productivity and incomes of small-scale food producers

    TargetPrimaryHigh confidenceJudged

    Deep learning ensemble model detects and classifies lumpy skin disease lesions in cattle enabling early veterinary intervention to maintain livestock productivity and food security.

    High confidence
    The subject matter is a strong and direct inference from the record type, the funding or organising body, or the programme context, even where the title alone is thin. Example: an ICMR-funded project against SDG 3, on the strength of the agency.
    Judged
    Judged against the published classification rubric, under the rubric and prompt versions recorded with the run that produced it.
    Produced by
    claude-haiku-4-5-20251001, under kortex-publication-v1

  2. 17.6 Enhance North-South, South-South and triangular cooperation on science, technology and innovation, and knowledge sharing

    TargetSecondaryHigh confidenceRule-derivedrule sdg17-structural-v1

    Structural signal: co-authorship outside India.

    Rule-derived
    Emitted by a deterministic rule from structural signals rather than judged from the record’s text. The rule carries a version, so rule-derived and judged labels stay separable.
    Produced by
    sdg17-structural-v1, under kortex-publication-v1

Viksit Bharat @2047

  1. vb-2.1 Agriculture and the rural economy

    Sub-themePrimaryHigh confidenceJudged

    Veterinary disease diagnostic technology protects livestock health and supports agricultural productivity in animal husbandry and food production systems.

    Produced by
    claude-haiku-4-5-20251001, under kortex-publication-v1

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KIIT Deemed to be University. “Implementation of a Deep Learning System for Detection and Classification of Lumpy Skin Disease in Cattle: Enhancing Precision and Efficiency in Veterinary Diagnostics”. Kortex.

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