[HTML][HTML] Chatbot for health care and oncology applications using artificial intelligence and machine learning: systematic review

L Xu, L Sanders, K Li, JCL Chow - JMIR cancer, 2021 - cancer.jmir.org
Background: Chatbot is a timely topic applied in various fields, including medicine and
health care, for human-like knowledge transfer and communication. Machine learning, a …

[HTML][HTML] Process mining in healthcare–An updated perspective on the state of the art

E De Roock, N Martin - Journal of biomedical informatics, 2022 - Elsevier
Process mining is the research domain focusing on the development of innovative methods
to gather insights from event logs. It has been used for various use cases within the …

Using electronic health record audit logs to study clinical activity: a systematic review of aims, measures, and methods

A Rule, MF Chiang, MR Hribar - Journal of the American Medical …, 2020 - academic.oup.com
Objective To systematically review published literature and identify consistency and
variation in the aims, measures, and methods of studies using electronic health record …

Characterizing physician EHR use with vendor derived data: a feasibility study and cross-sectional analysis

ER Melnick, SY Ong, A Fong, V Socrates… - Journal of the …, 2021 - academic.oup.com
Objective To derive 7 proposed core electronic health record (EHR) use metrics across 2
healthcare systems with different EHR vendor product installations and examine factors …

Mining tasks and task characteristics from electronic health record audit logs with unsupervised machine learning

B Chen, W Alrifai, C Gao, B Jones… - Journal of the …, 2021 - academic.oup.com
Objective The characteristics of clinician activities while interacting with electronic health
record (EHR) systems can influence the time spent in EHRs and workload. This study aims …

Changes in efficiency and quality of nursing electronic health record documentation after implementation of an admission patient history essential data set

EL Karp, R Freeman, KN Simpson… - CIN: Computers …, 2019 - journals.lww.com
The objective of this quality improvement study was to evaluate whether electronic health
record system timers and event logs can measure the efficiency and quality of a clinical …

A modification of time-driven activity-based costing for comparing cost of telehealth and in-person visits

MJ Dooley, KN Simpson, AN Simpson… - Telemedicine and e …, 2022 - liebertpub.com
Introduction: Cost studies of telehealth (TH) and virtual visits are few and report mixed
results of the economic impact of virtual care and TH. Largely missing from the literature are …

Interaction patterns of trauma providers are associated with length of stay

Y Chen, MB Patel, CD McNaughton… - Journal of the American …, 2018 - academic.oup.com
Background Trauma-related hospitalizations drive a high percentage of health care
expenditure and inpatient resource consumption, which is directly related to length of stay …

Defining an essential clinical dataset for admission patient history to reduce nursing documentation burden

DE Sutton, JR Fogel, AS Giard… - Applied Clinical …, 2020 - thieme-connect.com
Background Documentation burden, defined as the need to complete unnecessary
documentation elements in the electronic health record (EHR), is significant for nurses and …

ML-based cyber incident detection for Electronic Medical Record (EMR) systems

D McGlade, S Scott-Hayward - Smart Health, 2019 - Elsevier
An upward trend in cyber incidents across both UK and US hospitals has been observed
since 2015. Attacks range from identity theft to insurance fraud and extortion/blackmail. The …