• Chanchal Chouhan
• Prof. Nitya Khare
• Prof. Virendra singh

Precision medicine seek match medical therapies to individual patients depending on their unique genetic environmental and lifestyle choices. The implementation of artificial intelligence (AI) and Machine (ML) approaches in creating customize treatment suggestions for precisions medicine is investigate in this work we discuss present approaches difficulties and possibilities for applying artificial intelligence for therapy customization the possible value of these methods is show by a case study on ML model based optimal cancer treatment prediction these demonstrates how much better patient outcomes and adverse affects may be obtained from tailored guidelines the study enhance how precisely medicine may be advanced by artificial intelligence there for enhancing healthcare delivery.

"A review on personalized treatment recommendations using machine learning", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.12, Issue 5, page no.d661-d667, May-2025, Available :http://www.jetir.org/papers/JETIR2505418.pdf

"A review on personalized treatment recommendations using machine learning", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.12, Issue 5, page no. ppd661-d667, May-2025, Available at : http://www.jetir.org/papers/JETIR2505418.pdf