1. PyHealth
[HomePage] [Source] [PyPi] [Tutorial] [Live Records] PyHealth is a python healthcare AI package, designed for both ML researchers and medical practitioners. We can make your healthcare AI applications easier to develop, test and validate. Your development process becomes more flexible and more customizable. We provide modules for (i) processing EHR databases; (ii) defining healthcare tasks; (iii) training healthcare AI models; (iv) medical code lookup within one coding system and medical code mappings cross different systems. 
2. GOCPT[Source] [PyPi]Real-world tensor (multi-dimensional data) can evolve in various ways: (i) mode growth along one or more dimensions; (ii) missing value filling for incomplete tensors; (iii) value updates for previously incorrect inputs; (iv) rank changes during the evolution. We provide this GOCPT package to handle the most general online Canonical Polyadic (CP) tensor factorization and completion problem. 
3. MedCodeMap[Source] [PyPi]This python package provides an easy-to-use medication code mapping tool. Within the supported drug coding systems, it provides easy functions to map from one coding system to another coding system. We support the following drug coding systems: NDC10, NDC11, RXCUI, ATC4, Name, SMILES. Currently, this tool has completely been integrated into PyHealth (pyhealth.medcode). 
|
