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 …

[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; …

[HTML][HTML] 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

[HTML][HTML] 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 …

Diagnostic performance of artificial intelligence for histologic melanoma recognition compared to 18 international expert pathologists

TJ Brinker, M Schmitt, EI Krieghoff-Henning… - Journal of the American …, 2022 - jaad.org
2. Janssen SM, Lagro-Janssen AL. Physician’s gender, communication style, patient preferences
and patient satisfaction in gynecology and obstetrics: a systematic review. Patient Educ …

[HTML][HTML] 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-…

[HTML][HTML] 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
… developments in artificial intelligence (AI), machine learning, … study is to assess the
diagnostic performance of an AI-based … us to quantify some measures of performance of S-Detect™ …

[HTML][HTML] Diagnostic performance of artificial intelligence to identify deeply invasive colorectal cancer on non-magnified plain endoscopic images

Y Nakajima, X Zhu, D Nemoto, Q Li… - Endoscopy …, 2020 - thieme-connect.com
Diagnostic performance was assessed using another … Previous reports of diagnostic
performance using plain … colonoscopy failed to improve diagnostic performance for T1b lesions (…