Artificial Intelligence-Based Differential Diagnosis: Development and Validation of a Probabilistic Model to Address Lack of Large-Scale Clinical Datasets

BackgroundMachine-learning or deep-learning algorithms for clinical diagnosis are inherently dependent on the availability of large-scale clinical datasets. Lack of such datasets and inherent problems such as overfitting often necessitate the development of innovative solutions. Probabilistic modeli...

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Main Authors: Chishti, Shahrukh (Author), Jaggi, Karan Raj (Author), Saini, Anuj (Author), Agarwal, Gaurav (Author), Ranjan, Ashish (Author)
Format: Book
Published: JMIR Publications, 2020-04-01T00:00:00Z.
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