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Explore the applications of artificial intelligence in healthcare through this comprehensive lecture from the Computational Genomics Summer Institute. Delve into AI's impact across various aspects of healthcare, from electronic health records (EHR) to medical imaging. Examine cutting-edge research on tumor-associated stroma identification in prostate histopathology, acute ischemic stroke detection, MR image contrast enhancement synthesis, depression prediction using multimodal EHR data, and the evaluation of wearable devices for continuous health monitoring. Gain insights into the latest advancements and potential future directions of AI in improving patient care, diagnosis, and treatment outcomes.