EHR2CCAS: A framework for mapping EHR to disease knowledge presenting causal chain of disorders – chronic kidney disease example

Deep phenotyping: Embracing complexity and temporality—Towards scalability, portability, and interoperability

(2020) Chunhua Weng et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Clinical information extraction applications: A literature review

(2018) Yanshan Wang et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Opportunities and challenges in developing deep learning models using electronic health records data: a systematic review

(2018) Cao Xiao et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Disease Compass– a navigation system for disease knowledge based on ontology and linked data techniques

(2017) Kouji Kozaki et al.   Journal of Biomedical Semantics

PheKB: a catalog and workflow for creating electronic phenotype algorithms for transportability

(2016) Jacqueline C Kirby et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Causality and the ontology of disease

(2015) Robert J. Rovetto et al.   Applied Ontology

The Concept and the Epidemiology of Diabetic Nephropathy Have Changed in Recent Years

(2015) Alberto Martínez-Castelao et al.   Journal of Clinical Medicine

An overview of MetaMap: historical perspective and recent advances

(2014) Alan R Aronson et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

An ontological modeling approach for abnormal states and its application in the medical domain

(2014) Yuki Yamagata et al.   Journal of Biomedical Semantics

Deep phenotyping for precision medicine

(2012) Peter N. Robinson   HUMAN MUTATION

Mayo clinical Text Analysis and Knowledge Extraction System (cTAKES): architecture, component evaluation and applications

(2010) Guergana K Savova et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Recognizing Obesity and Comorbidities in Sparse Data

(2009) O. Uzuner   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Identifying Patient Smoking Status from Medical Discharge Records

(2007) O. Uzuner et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION