Robust apple leaf disease diagnosis for sustainable horticulture: overcoming background noise with a multilayer transformer-based approach.
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| Title: | Robust apple leaf disease diagnosis for sustainable horticulture: overcoming background noise with a multilayer transformer-based approach. |
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| Authors: | Rajput SS; Department of Computer Science and Engineering, National Institute of Technology Patna, Patna, 800005, Bihar, India., Jaiswal R; ICAR-Central Institute of Temperate Horticulture, Srinagar, 191132, Jammu and Kashmir, India. ronitjaiswal2912@gmail.com., Nabi SU; ICAR-Central Institute of Temperate Horticulture, Srinagar, 191132, Jammu and Kashmir, India., Mir JI; ICAR-Central Institute of Temperate Horticulture, Srinagar, 191132, Jammu and Kashmir, India., Verma MK; ICAR-Central Institute of Temperate Horticulture, Srinagar, 191132, Jammu and Kashmir, India., Kumar RR; ICAR-Indian Agricultural Statistics Research Institute, New Delhi, 110012, India. rrk.uasd@gmail.com. |
| Source: | Scientific reports [Sci Rep] 2026 Apr 05; Vol. 16 (1). Date of Electronic Publication: 2026 Apr 05. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| ISSN: | 2045-2322 |
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| DOI: | 10.1038/s41598-026-45817-2 |
