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 …

Digital and online symptom checkers and health assessment/triage services for urgent health problems: systematic review

D Chambers, AJ Cantrell, M Johnson, L Preston… - BMJ open, 2019 - bmjopen.bmj.com
Objectives In England, the NHS111 service provides assessment and triage by telephone
for urgent health problems. A digital version of this service has recently been introduced. We …

Improving the accuracy of medical diagnosis with causal machine learning

JG Richens, CM Lee, S Johri - Nature communications, 2020 - nature.com
Abstract Machine learning promises to revolutionize clinical decision making and diagnosis.
In medical diagnosis a doctor aims to explain a patient's symptoms by determining the …

ChatGPT for clinical vignette generation, revision, and evaluation

JRA Benoit - MedRxiv, 2023 - medrxiv.org
Objective To determine the capabilities of ChatGPT for rapidly generating, rewriting, and
evaluating (via diagnostic and triage accuracy) sets of clinical vignettes. Design We …

From 'automation'to 'autonomy': the importance of trust repair in human–machine interaction

EJ De Visser, R Pak, TH Shaw - Ergonomics, 2018 - Taylor & Francis
Modern interactions with technology are increasingly moving away from simple human use
of computers as tools to the establishment of human relationships with autonomous entities …

[HTML][HTML] Comparison of diagnostic and triage accuracy of Ada health and WebMD symptom checkers, ChatGPT, and physicians for patients in an emergency …

H Fraser, D Crossland, I Bacher, M Ranney… - JMIR mHealth and …, 2023 - mhealth.jmir.org
Background: Diagnosis is a core component of effective health care, but misdiagnosis is
common and can put patients at risk. Diagnostic decision support systems can play a role in …

[HTML][HTML] Triage accuracy of symptom checker apps: 5-year follow-up evaluation

ML Schmieding, M Kopka, K Schmidt… - Journal of Medical …, 2022 - jmir.org
Background Symptom checkers are digital tools assisting laypersons in self-assessing the
urgency and potential causes of their medical complaints. They are widely used but face …

Performance of a convolutional neural network and explainability technique for 12-lead electrocardiogram interpretation

JW Hughes, JE Olgin, R Avram, SA Abreau… - JAMA …, 2021 - jamanetwork.com
Importance Millions of clinicians rely daily on automated preliminary electrocardiogram
(ECG) interpretation. Critical comparisons of machine learning–based automated analysis …

Medicine and the rise of the robots: a qualitative review of recent advances of artificial intelligence in health

E Loh - BMJ leader, 2018 - bmjleader.bmj.com
Artificial intelligence (AI) has the potential to significantly transform the role of the doctor and
revolutionise the practice of medicine. This qualitative review paper summarises the past 12 …

How accurate are digital symptom assessment apps for suggesting conditions and urgency advice? A clinical vignettes comparison to GPs

S Gilbert, A Mehl, A Baluch, C Cawley, J Challiner… - BMJ open, 2020 - bmjopen.bmj.com
Objectives To compare breadth of condition coverage, accuracy of suggested conditions
and appropriateness of urgency advice of eight popular symptom assessment apps. Design …