Wound healing is a complex regeneration process characterised by intercalating degradation and reassembly of connecting tissues and epidermal layer. Wound care issues lead to tremendous burden for patients and health care systems, with significant medical, social, psychological, and economic impact. We introduce state-of-the-art NextGen deep learning AI models designed to detect & measure anatomical and cellular structures, tissue segmentation, computer-aided disease diagnosis and prognosis.