Comparison of interreader reproducibility of the prostate imaging reporting and data system and likert scales for evaluation of multiparametric prostate MRI

AB Rosenkrantz, RP Lim, M Haghighi… - American journal of …, 2013 - Am Roentgen Ray Soc
OBJECTIVE. The objective of our study was to compare interreader reproducibility of the
recently proposed “Prostate Imaging Reporting and Data System,” or “PI-RADS,” scale …

[HTML][HTML] A decision tree-initialised neuro-fuzzy approach for clinical decision support

T Chen, C Shang, P Su, E Keravnou-Papailiou… - Artificial Intelligence in …, 2021 - Elsevier
Apart from the need for superior accuracy, healthcare applications of intelligent systems also
demand the deployment of interpretable machine learning models which allow clinicians to …

Computer-aided diagnosis system based on fuzzy logic for breast cancer categorization

GHB Miranda, JC Felipe - Computers in biology and medicine, 2015 - Elsevier
Background Fuzzy logic can help reduce the difficulties faced by computational systems to
represent and simulate the reasoning and the style adopted by radiologists in the process of …

Automatic computer-aided diagnosis system for mass detection and classification in mammography

IA Lbachir, I Daoudi, S Tallal - Multimedia Tools and Applications, 2021 - Springer
Mammography is currently the most powerful technique for early detection of breast cancer.
To assist radiologists to better interpret mammogram images, computer-aided detection and …

An automatic detection and localization of mammographic microcalcifications ROI with multi-scale features using the radiomics analysis approach

T Mahmood, J Li, Y Pei, F Akhtar, A Imran, M Yaqub - Cancers, 2021 - mdpi.com
Simple Summary Breast cancer is one of the foremost causes of cancer-related mortality in
women. It is curable and controllable only if detected early. Microcalcifications in breast …

Significance of breast lesion descriptors in the ACR BI‐RADS MRI lexicon

G Agrawal, MY Su, O Nalcioglu… - … Journal of the …, 2009 - Wiley Online Library
In recent years, dynamic contrast‐enhanced magnetic resonance imaging (DCE‐MRI) has
altered the clinical management for women with breast cancer. In March 2007, the American …

Structured reporting in clinical routine

DP Dos Santos, JM Hempel… - RöFo-Fortschritte auf …, 2019 - thieme-connect.com
Hintergrund Der radiologische Befundbericht ist das zentrale Mittel der Kommunikation
zwischen Radiologen und Zuweisern. Traditionell wird dieser als Freitext verfasst. Aus …

Application of SHAP for explainable machine learning on age-based subgrouping mammography questionnaire data for positive mammography prediction and risk …

J Sun, CK Sun, YX Tang, TC Liu, CJ Lu - Healthcare, 2023 - mdpi.com
Mammography is considered the gold standard for breast cancer screening. Multiple risk
factors that affect breast cancer development have been identified; however, there is an …

Prostate MRI: who, when, and how? Report from a UK consensus meeting

APS Kirkham, P Haslam, JY Keanie, I McCafferty… - Clinical radiology, 2013 - Elsevier
The current pathway for men suspected of having prostate cancer [transrectal biopsy,
followed in some cases by magnetic resonance imaging (MRI) for staging] results in over …

Mammogram classification based on a novel convolutional neural network with efficient channel attention

Q Lou, Y Li, Y Qian, F Lu, J Ma - Computers in Biology and Medicine, 2022 - Elsevier
Early accurate mammography screening and diagnosis can reduce the mortality of breast
cancer. Although CNN-based breast cancer computer-aided diagnosis (CAD) systems have …