Risk prediction on electronic health records with prior medical knowledge

F Ma, J Gao, Q Suo, Q You, J Zhou… - Proceedings of the 24th …, 2018 - dl.acm.org
Predicting the risk of potential diseases from Electronic Health Records (EHR) has attracted
considerable attention in recent years, especially with the development of deep learning …

Disease prediction via graph neural networks

Z Sun, H Yin, H Chen, T Chen, L Cui… - IEEE Journal of …, 2020 - ieeexplore.ieee.org
With the increasingly available electronic medical records (EMRs), disease prediction has
recently gained immense research attention, where an accurate classifier needs to be …

Deep learning for medication recommendation: a systematic survey

Z Ali, Y Huang, I Ullah, J Feng, C Deng, N Thierry… - Data …, 2023 - direct.mit.edu
Making medication prescriptions in response to the patient's diagnosis is a challenging task.
The number of pharmaceutical companies, their inventory of medicines, and the …

Applying deep learning model to predict diagnosis code of medical records

JHB Masud, CC Kuo, CY Yeh, HC Yang, MC Lin - Diagnostics, 2023 - mdpi.com
The International Classification of Diseases (ICD) code is a diagnostic classification
standard that is frequently used as a referencing system in healthcare and insurance …