Methodologic guide for evaluating clinical performance and effect of artificial intelligence technology for medical diagnosis and prediction

SH Park, K Han - Radiology, 2018 - pubs.rsna.org
… cohort to avoid overestimating the clinical performance as a result of overfitting in high-…
diagnostic or predictive artificial intelligence tools through patient outcomes, beyond performance

Rethinking algorithm performance metrics for artificial intelligence in diagnostic medicine

MA Reyna, EO Nsoesie, GD Clifford - JAMA, 2022 - jamanetwork.com
artificial intelligence (AI) to improve and reduce inequities in access, quality, and appropriateness
of high-quality diagnosis … approaches for a variety of diagnostic tasks. However, such …

Diagnostic performance of artificial intelligence-centred systems in the diagnosis and postoperative surveillance of upper gastrointestinal malignancies using …

S Chidambaram, V Sounderajah, N Maynard… - Annals of Surgical …, 2022 - Springer
… of artificial intelligence (AI)-centred diagnostic systems. This systematic review summarizes
… clinical applicability and diagnostic performance of AI-centred systems in the diagnosis and …

Artificial intelligence: a new diagnostic software in dentistry: a preliminary performance diagnostic study

F De Angelis, N Pranno, A Franchina… - International journal of …, 2022 - mdpi.com
… Then, the areas under the curve (AUCs), derived indexes of accuracy, were calculated to
describe the overall diagnostic performance of the AI software and to compare the diagnostic

[HTML][HTML] … review and meta-analysis of diagnostic performance and physicians' perceptions of artificial intelligence (AI)-assisted CT diagnostic technology for the …

G Huang, X Wei, H Tang, F Bai, X Lin… - Journal of Thoracic …, 2021 - ncbi.nlm.nih.gov
… to the diagnostic performance of AI-assisted CT diagnostic … the diagnostic performance of
AI-assisted CT diagnostic … ; (II) at least one machine learning algorithm was used as a classifier; …

Diagnostic performance of artificial intelligence-based computer-aided diagnosis for breast microcalcification on mammography

YA Do, M Jang, BL Yun, SU Shin, B Kim, SM Kim - Diagnostics, 2021 - mdpi.com
… -based computer-aided diagnosis (AI-CAD) compared to that … Diagnostic performance was
compared between radiologists … Our findings suggest that the diagnostic performance of AI-…

Diagnostic performance of artificial intelligence model for pneumonia from chest radiography

TW Kwon, SP Lee, D Kim, J Jang, M Lee, SU Kang… - Plos one, 2021 - journals.plos.org
… `s performance for diagnosing pneumonia [13, 14]. … artificial intelligence (AI) model for the
diagnosis of pneumonia using the public open database of CXR and to evaluate the diagnostic

Diagnostic performance of artificial intelligence approved for adults for the interpretation of pediatric chest radiographs

HJ Shin, NH Son, MJ Kim, EK Kim - Scientific reports, 2022 - nature.com
Artificial intelligence (AI) applied to pediatric chest … , we assessed the diagnostic performance
of the software. For the … adult chest radiographs showed diagnostic accuracies up to 96.9% …

Diagnostic performance of an artificial intelligence system in breast ultrasound

AM O'Connell, TV Bartolotta, A Orlando… - Journal of ultrasound …, 2022 - Wiley Online Library
… creates an imperative to improve diagnosis and treatments. … developments in artificial
intelligence (AI), machine learning, … study is to assess the diagnostic performance of an AI-based …

Impact of data presentation on physician performance utilizing artificial intelligence-based computer-aided diagnosis and decision support systems

L Barinov, A Jairaj, M Becker, S Seymour, E Lee… - Journal of Digital …, 2019 - Springer
… into US image analysis could help improve US diagnostic performance. While the DS system
is … for DS integration and its impact on diagnostic accuracy. The impact on two different …