Pervaiz Iqbal Khan

"Leveraging Biomedical data to improve healthcare services"

With the advancements in technology, the amount of digital data, including biomedical data, has increased significantly. Biomedical data comes in many forms, such as images, text, and multi-modality containing both image and text. This data can be utilized in improving healthcare services, such as identifying medications for diseases, predicting the risk of certain diseases, length of stay, and mortality rate of a patient in a hospital. This prediction assists hospitals and healthcare departments in better planning and management of resources. One form of this data, i.e., social media data, contains text that can be utilized to measure the spread of diseases in public. The analysis of social media data helps in detecting and tracking pandemic situations. In this work, we present our recent work that analyzes social media data related to diseases and discuss associated challenges. We further discuss the potential future directions of leveraging biomedical data using deep learning methods to improve healthcare services.

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