Artificial Intelligence (AI) and Machine Learning in Medicine
Artificial Intelligence (AI) and Machine Learning in Medicine Artificial Intelligence (AI) and Machine Learning (ML) are transforming healthcare by enabling faster, more accurate diagnoses, personalized treatments, and more efficient care. These technologies use algorithms to analyze vast amounts of medical data, detect patterns, and make predictions or decisions. Here are some key ways AI and ML are impacting medicine: --- 1. Medical Imaging and Diagnostics Radiology: AI has shown significant potential in analyzing medical imaging, including X-rays, MRIs, CT scans, and ultrasounds. Machine learning algorithms can detect and highlight abnormalities that might be missed by human eyes, such as early-stage cancers, fractures, or infections. - Example : AI models like Google's DeepMind have demonstrated the ability to detect eye diseases, such as diabetic retinopathy, from retinal images with accuracy comparable to that of expert ophthalmologists. - 'AI in Mammogr...