# Harnessing Machine Learning for Ocular Disease Detection: Performance Evaluation of Gradient Boosting Models

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/harnessing-machine-learning-for-ocular-disease-detection-performance-evaluation/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Ragini Y P,Ghassan Samara,Swathi B,N E Chandra Prasad |
| Citations | 0 |
| DOI | 10.1109/iciteics64870.2025.11341695 |
| Fields | Medicine |
| Open Access | false |
| OA Status | closed |
| OpenAlex ID | https://openalex.org/W7125578346 |
| Type | conference-paper |
| Year | 2025 |

## Paper authors

- [Swathi B](https://scholariq.org/researchers/swathi-b/)

## Paper primary topic

- [Retinal Imaging and Analysis](https://scholariq.org/topics/retinal-imaging-and-analysis/)

## Paper topics

- [Retinal Imaging and Analysis](https://scholariq.org/topics/retinal-imaging-and-analysis/)
- [Retinal Diseases and Treatments](https://scholariq.org/topics/retinal-diseases-and-treatments/)
- [Ocular Diseases and Behçet’s Syndrome](https://scholariq.org/topics/ocular-diseases-and-behcet-s-syndrome/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.