Spark NLP in Action
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Diagnoses & Procedures - Live Demos & Notebooks

Identify diagnosis and symptoms assertion status
Automatically detect if a diagnosis or a symptom is present, absent, uncertain or associated to other persons (e.g. family members). (...)
Calculate Medicare HCC Risk Score
This demos shows how to calculate medical risk adjustment scores automatically using ICD codes of diseases. (...)
Detect clinical entities in text
Automatically detect more than 50 clinical entities using our NER deep learning model. (...)
Detect diagnosis and procedures
Automatically identify diagnoses and procedures in clinical documents using the pretrained Spark NLP clinical models. (...)
Detect temporal relations for clinical events
Automatically identify three types of relations between clinical events: After, Before and Overlap using our pretrained clinical Relation Extraction (RE) model. (...)
Detect causality between symptoms and treatment
Automatically identify relations between symptoms and treatment using our pretrained clinical Relation Extraction (RE) model. (...)
Detect relations between body parts and clinical entities
Use pre-trained relation extraction models to extract relations between body parts and clinical entities. (...)
Detect how dates relate to clinical entities
Detect clinical entities such as problems, tests and treatments, and how they relate to specific dates. (...)
Detecting Clinical Entities with JSL
Automatically detects more than 77 clinical entities using our NER deep learning model. (...)