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Applications of AI in Medicine


Welcome to our second introductory course in medical AI. Originally delivered live in 2022. It builds on our previous course by exploring applications of AI in medicine in more detail.

Natural Language Processing in Healthcare

Discover how NLP techniques are transforming the way medical information is analyzed and utilized. Explore how NLP algorithms can extract valuable insights from clinical notes, research articles, and patient records, enabling improved decision-making and patient care.

Drug Design by Artificial Intelligence

Discover how AI is transforming the traditional drug discovery process, accelerating the development of new and effective medications. Explore the innovative approaches and techniques employed by AI in drug design, such as virtual screening, molecular docking, and predictive modeling.

Applications of AI in Medical Images

Discover how AI is revolutionizing the field of radiology and medical imaging, enhancing diagnostic accuracy and efficiency. Explore how AI algorithms can analyze and interpret medical images, assisting in the detection and classification of various conditions and abnormalities.

Applications of AI in Genomic Medicine

Discover how AI is revolutionizing the field by analyzing vast genomic datasets, identifying patterns, and unlocking crucial insights into the genetic basis of diseases. Explore how AI-driven genomics is transforming precision medicine, enabling personalized treatment plans based on an individual's genetic profile.

An Overview of Medical Survival Prediction using AI

Discover how AI algorithms are transforming the field of medicine by accurately predicting patient survival outcomes based on various factors. Explore the use of machine learning techniques in analyzing medical data, such as patient demographics, clinical variables, and treatment information, to forecast survival probabilities.

Artificial Intelligence in Computational Psychiatry

Discover how AI is revolutionizing mental healthcare by enhancing diagnosis, treatment, and patient care. Gain insights into the applications of AI in areas such as early detection of mental health disorders, personalized treatment plans, and mental health monitoring.

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