Enhancing Disease Prediction in Healthcare through Explainable AI in Clinical Decision Support Systems. - Israa Akram Fadhil Alzuabidi; Hamsa Emad Mahmood; Reem Razzaq Abdul Hussein; Amjed Abbas Ahmed; Nidal A. Al-Dmour; Ali Hamzah Najim; Marwan Abdeldayem (ACLING, 2025)