# Advancing common bean (Phaseolus vulgaris L.) disease detection with YOLO driven deep learning to enhance agricultural AI

*PRI Rank #13 · Topics and Trends in Most Cited Plant Virus Research Studies Papers, Class of 2026*

*Canonical URL: https://pri.pepkio.com/top-papers/plant-virus-research-studies/2026/rank-13*

| Field | Value |
| --- | --- |
| Rank | #13 |
| 18m citations | 26 |
| Journal | Scientific Reports |
| Year | 2024 |
| DOI | 10.1038/s41598-024-66281-w |
| Corresponding authors | Michael Gomez Selvaraj |
| Institution | International Center for Tropical Agriculture, Colombia |

**Ranking page:** [Topics and Trends in Most Cited Plant Virus Research Studies Papers, Class of 2026](https://pri.pepkio.com/top-papers/plant-virus-research-studies/2026)

**Paper link:** [10.1038/s41598-024-66281-w](https://doi.org/10.1038/s41598-024-66281-w)

## Topics

Phaseolus vulgaris · Angular Leaf Spot (ALS) · Common Bacterial Blight (CBB) · Common Bean Mosaic Virus (CBMV) · Bean Rust · Anthracnose · YOLOv7 · YOLOv8 · YOLO-NAS · object detection · data augmentation · whole leaf annotation · micro annotation · whole pod annotation · mAP (mean Average Precision) · Android app deployment · DLOps (Deep Learning Operations) · field image dataset · disease hotspots Africa and Colombia

## Cite this ranking

```
Pepkio Research Index (PRI). Topics and Trends in Most Cited Plant Virus Research Studies Papers, Class of 2026. https://pri.pepkio.com/top-papers/plant-virus-research-studies/2026. Accessed 2026-07-17.

Zheng Su, Tinsley Li, Thematic Shifts in Early-High-Impact Cancer Genomics and Diagnostics Research: A Bibliometric and Semantic Analysis. bioRxiv 2026.07.04.736459; doi: https://doi.org/10.64898/2026.07.04.736459
```