Deep Learning-Based Psoriasis Assessment: Harnessing Clinical Trial Imaging for Accurate Psoriasis Area Severity Index Prediction

Deep Learning-Based Psoriasis Assessment: Harnessing Clinical Trial Imaging for Accurate Psoriasis Area Severity Index Prediction

Introduction: Image-based machine learning holds great promise for facilitating clinical care; however, the datasets often used for model training differ from the interventional clinical trial-based findings frequently used to inform treatment guidelines. Here, we draw on longitudinal imaging of pso...

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Bibliographic Details
Main Authors: Yunzhao Xing, Sheng Zhong, Samuel L. Aronson, Francisco M. Rausa, Dan E. Webster, Michelle H. Crouthamel, Li Wang
Format: Article
Language:English
Published: Karger Publishers 2024-03-01
Series:Digital Biomarkers
Subjects:
deep learning
psoriasis assessment
clinical trial imaging
accurate pasi prediction
deep convolutional neural network
Online Access:https://beta.karger.com/Article/FullText/536499

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https://beta.karger.com/Article/FullText/536499

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