The future healthcare system will amalgamate existing medical examinations with the extensive information from the IoT, while enabling interdisciplinary physicians and patients to share real-time information for appropriate medical interventions. To address this challenge, a comprehensive and multifunctional artificial intelligence is imperative, tasked with leveraging a variety of information provided by patients to formulate precise disease diagnoses and treatment recommendations. Our team is dedicated to the application of data science techniques in the field of medicine. Beyond the development of deep learning models, our focus extends to the practical integration of these models into healthcare information systems, exploring their impact on patient prognoses.