AI medical diagnosis mitigates common challenges and offers improved solutions, such as, image analysis, predictive analytics, rare object identification, morphology-based segmentation, and digital whole slide imaging for intelligent analysis, tissue phonemics for disease prevention, in vitro diagnostic devices, and cloud-based diagnostic analysis.