A Novel Proposal for Deep Learning-Based Diabetes Prediction: Converting Clinical Data to Image Data - Aslan, Muhammet Fatih; Sabanci, Kadir (Diagnostics (Basel), 2023)
Keywords: Accuracy; Algorithms; Artificial intelligence; Big Data; Classification; convolutional neural network; Data mining; Datasets; Deep learning; Diabetes; diabetes prediction; Disease; Electronic data processing; Feature selection; Health aspects; Insulin resistance; Machine learning; Medical diagnosis; Medical records; Neural networks; numeric-to-image; Pancreas; PIMA dataset; Support vector machines; Technology application; Womens health; Turkey; PIMA dataset; diabetes prediction; support vector machines; numeric-to-image; convolutional neural network