Recent breakthroughs in AI-enhanced diagnostic tools include AI-assisted compact microscopes for cervical precancer screening, AI-enhanced 3D ultrasound imaging for improved resolution, and AI models for early detection of vocal cord and voice box cancers via digital audio analysis. Similarly, radiomic deep learning models and AI platforms are augmenting chemotherapy response prediction in breast cancer. These advances underscore the rising role of artificial intelligence in improving clinical screening accuracy and enabling early intervention across oncology and gynecology.