Identification of kidney-related medications using AI from self-captured pill images.

Mohammad S SheikhBenjamin DreesmanErin F BarretoCharat Thongprayoon Jing Miao Supawadee Suppadungsuk Michael A Mao Fawad Qureshi Justin H PhamIasmina M CraiciKianoush B Kashani Wisit Cheungpasitporn

Published in: Renal failure (2024)

ChatGPT-4 shows strong potential in identifying nephrology medications from self-captured images, though challenges with difficult-to-read imprints remain. Providing feedback improved accuracy, suggesting ChatGPT-4 could be a valuable tool in digital health for medication identification. Future research should enhance the model's ability to distinguish similar imprints and explore broader integration into digital health platforms.

Keyphrases

healthcare
public health
deep learning
convolutional neural network
mental health
health information
optical coherence tomography
human health
artificial intelligence
emergency department
bioinformatics analysis
machine learning