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

• Hauptverfasser: Chishti, Shahrukh (Verfasst von), Jaggi, Karan Raj (Verfasst von), Saini, Anuj (Verfasst von), Agarwal, Gaurav (Verfasst von), Ranjan, Ashish (Verfasst von)
• Format: Buch
• Veröffentlicht: JMIR Publications, 2020-04-01T00:00:00Z.
• Schlagworte: article
• Online-Zugang: Connect to this object online.

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...