Systematic review of current natural language processing methods and applications in cardiology

MR Turchioe, A Volodarskiy, J Pathak, DN Wright… - Heart, 2022 - heart.bmj.com
Natural language processing (NLP) is a set of automated methods to organise and evaluate
the information contained in unstructured clinical notes, which are a rich source of real-world …

Artificial intelligence and cardiovascular genetics

C Krittanawong, KW Johnson, E Choi, S Kaplin… - Life, 2022 - mdpi.com
Polygenic diseases, which are genetic disorders caused by the combined action of multiple
genes, pose unique and significant challenges for the diagnosis and management of …

Advancing cardiovascular medicine with machine learning: Progress, potential, and perspective

JP Barrios, GH Tison - Cell Reports Medicine, 2022 - cell.com
Recent advances in machine learning (ML) have made it possible to analyze high-
dimensional and complex data—such as free text, images, waveforms, videos, and sound …

Fair and explainable Myocardial Infarction (MI) prediction: Novel strategies for feature selection and class imbalance correction

SB Akter, S Akter, MD Tuli, D Eisenberg… - Computers in Biology …, 2025 - Elsevier
The rising incidences of myocardial infarction (MI), often affecting individuals without
traditional risk factors, highlight the urgent need for improved early detection using personal …

The path from big data analytics capabilities to value in hospitals: a scoping review

PY Brossard, E Minvielle, C Sicotte - BMC Health Services Research, 2022 - Springer
Background As the uptake of health information technologies increased, most healthcare
organizations have become producers of big data. A growing number of hospitals are …

Basic artificial intelligence techniques: natural language processing of radiology reports

J Steinkamp, TS Cook - Radiologic Clinics, 2021 - radiologic.theclinics.com
Natural language processing (NLP) is a subfield of computer science and linguistics. NLP
involves the creation and study of computer programs that interact with human language …

Natural language processing

J Vasilakes, S Zhou, R Zhang - Machine learning in cardiovascular …, 2021 - Elsevier
Natural language processing (NLP) is a subfield of artificial intelligence that is concerned
with the automatic understanding of human language by computers. NLP has seen much …

Integration of artificial intelligence into clinical patient management: focus on cardiac imaging

F Loncaric, O Camara, G Piella, B Bijnens - Revista Española de …, 2021 - Elsevier
Cardiac imaging is a crucial component in the management of patients with heart disease,
and as such it influences multiple, inter-related parts of the clinical workflow: physician …

La integración de la inteligencia artificial en el abordaje clínico del paciente: Enfoque en la imagen cardiaca

F Loncaric, Ó Cámara, G Piella, B Bijnens - Revista Española de …, 2021 - Elsevier
La imagen cardiaca es un componente crucial en el abordaje de los pacientes cardiacos, y
como tal influye en múltiples partes interrelacionadas del flujo de trabajo clínico: el contacto …

Emerging clinical applications of text analytics

I Spasic, Ö Uzuner, L Zhou - International journal of medical …, 2020 - orca.cardiff.ac.uk
Clinical narratives are used as a key communication stream within healthcare and
associated research. In comparison to structured elements of electronic health records, free …