[HTML][HTML] Redesigning primary care: the emergence of artificial-intelligence-driven symptom diagnostic tools

CJ Wiedermann, A Mahlknecht, G Piccoliori… - Journal of Personalized …, 2023 - mdpi.com
Modern healthcare is facing a juxtaposition of increasing patient demands owing to an aging
population and a decreasing general practitioner workforce, leading to strained access to …

[HTML][HTML] Supporting primary care through symptom checking artificial intelligence: a study of patient and physician attitudes in Italian general practice

A Mahlknecht, A Engl, G Piccoliori, CJ Wiedermann - BMC Primary Care, 2023 - Springer
Background Rapid advancements in artificial intelligence (AI) have led to the adoption of AI-
driven symptom checkers in primary care. This study aimed to evaluate both patients' and …

[HTML][HTML] Patient perspectives on the usefulness of an artificial intelligence–assisted symptom checker: cross-sectional survey study

AND Meyer, TD Giardina, C Spitzmueller… - Journal of medical …, 2020 - jmir.org
Background Patients are increasingly seeking Web-based symptom checkers to obtain
diagnoses. However, little is known about the characteristics of the patients who use these …

SmartTriage: A system for personalized patient data capture, documentation generation, and decision support

I Valmianski, N Frost, N Sood, Y Wang… - … Learning for Health, 2021 - proceedings.mlr.press
Symptom checkers have emerged as an important tool for collecting symptoms and
diagnosing patients, minimizing the involvement of clinical personnel. We developed a …

[HTML][HTML] Closing the loop: re-engineering the assessment and tracking of symptoms in primary care

RS Phillips, J Benneyan, B Bargal, GD Schiff - Journal of General Internal …, 2023 - Springer
Reliable systems that track the continuation, progression, or resolution of a patient's
symptoms over time are essential for reliable diagnosis and ensuring that patients harboring …

[HTML][HTML] The diagnostic and triage accuracy of digital and online symptom checker tools: a systematic review

W Wallace, C Chan, S Chidambaram, L Hanna… - NPJ digital …, 2022 - nature.com
Digital and online symptom checkers are an increasingly adopted class of health
technologies that enable patients to input their symptoms and biodata to produce a set of …

A comparative study of artificial intelligence and human doctors for the purpose of triage and diagnosis

S Razzaki, A Baker, Y Perov, K Middleton… - arXiv preprint arXiv …, 2018 - arxiv.org
Online symptom checkers have significant potential to improve patient care, however their
reliability and accuracy remain variable. We hypothesised that an artificial intelligence (AI) …

[HTML][HTML] A scoping review on the use and usefulness of online symptom checkers and triage systems: how to proceed?

A Pairon, H Philips, V Verhoeven - Frontiers in Medicine, 2023 - frontiersin.org
Background Patients are increasingly turning to the Internet for health information.
Numerous online symptom checkers and digital triage tools are currently available to the …

[HTML][HTML] Assessing data gathering of chatbot based symptom checkers-a clinical vignettes study

N Ben-Shabat, G Sharvit, B Meimis, DB Joya… - International Journal of …, 2022 - Elsevier
Background The burden on healthcare systems is mounting continuously owing to
population growth and aging, overuse of medical services, and the recent COVID-19 …

[PDF][PDF] Personalized Symptom Checker Using Medical Claims.

S Kafle, P Pan, A Torkamani, S Halley… - HealthRecSys …, 2018 - ceur-ws.org
It is increasingly common for patients to query their symptoms online before approaching
medical professionals, with around 1% of Google1 search queries being related to …