Prediction model for the risk of vitreous haemorrhage after vitrectomy combined with intraocular injection for the treatment of proliferative diabetic retinopathy

The lightweight multimodal deep learning model integrating ultra-widefield fluorescein angiography images and clinical data demonstrated advantages in predicting the risk of POVCH after PDR surgery, with high accuracy, good calibration, excellent clinical utility and interpretability and low resource requirements.

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Publication Details

Journal
Photodiagnosis and Photodynamic Therapy
Published
2025-12-09
DOI
https://doi.org/10.1016/j.pdpdt.2025.105313
Primary Topic
Retinal Diseases and Treatments
Type
article
Field-Weighted Citation Impact
0.00
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article

Prediction model for the risk of vitreous haemorrhage after vitrectomy combined with intraocular injection for the treatment of proliferative diabetic retinopathy

Ruiyan Pan, Shasha Yao, Chunfang Gan
Photodiagnosis and Photodynamic Therapy
Retinal Diseases and Treatments
article

Prediction model for the risk of vitreous haemorrhage after vitrectomy combined with intraocular injection for the treatment of proliferative diabetic retinopathy

Ruiyan Pan, Shasha Yao, Chunfang Gan
article en

Abstract

The lightweight multimodal deep learning model integrating ultra-widefield fluorescein angiography images and clinical data demonstrated advantages in predicting the risk of POVCH after PDR surgery, with high accuracy, good calibration, excellent clinical utility and interpretability and low resource requirements.

Photodiagnosis and Photodynamic TherapyVol. 57
Ya'an Polytechnic College (CN)
Openalex Percentile: Top 46%
Retinal Diseases and Treatments
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