Artificial intelligence-driven radiomics study in cancer: the role of feature engineering and modeling

YP Zhang, XY Zhang, YT Cheng, B Li, XZ Teng… - Military Medical …, 2023 - Springer
Modern medicine is reliant on various medical imaging technologies for non-invasively
observing patients' anatomy. However, the interpretation of medical images can be highly …

Radiomics in prostate cancer: An up-to-date review

M Ferro, O de Cobelli, G Musi… - Therapeutic …, 2022 - journals.sagepub.com
Prostate cancer (PCa) is the most common worldwide diagnosed malignancy in male
population. The diagnosis, the identification of aggressive disease, and the post-treatment …

[HTML][HTML] End-to-end prostate cancer detection in bpMRI via 3D CNNs: effects of attention mechanisms, clinical priori and decoupled false positive reduction

A Saha, M Hosseinzadeh, H Huisman - Medical image analysis, 2021 - Elsevier
We present a multi-stage 3D computer-aided detection and diagnosis (CAD) model 1 for
automated localization of clinically significant prostate cancer (csPCa) in bi-parametric MR …

FUTURE-AI: guiding principles and consensus recommendations for trustworthy artificial intelligence in medical imaging

K Lekadir, R Osuala, C Gallin, N Lazrak… - arxiv preprint arxiv …, 2021 - arxiv.org
The recent advancements in artificial intelligence (AI) combined with the extensive amount
of data generated by today's clinical systems, has led to the development of imaging AI …

[HTML][HTML] Advancements in mri-based radiomics and artificial intelligence for prostate cancer: A comprehensive review and future prospects

A Chaddad, G Tan, X Liang, L Hassan, S Rathore… - Cancers, 2023 - mdpi.com
Simple Summary The integration of artificial intelligence (AI) into radiomic models has
become increasingly popular due to advances in computer-aided diagnosis tools. These …

[HTML][HTML] Prostate cancer radiogenomics—from imaging to molecular characterization

M Ferro, O de Cobelli, MD Vartolomei… - International Journal of …, 2021 - mdpi.com
Radiomics and genomics represent two of the most promising fields of cancer research,
designed to improve the risk stratification and disease management of patients with prostate …

[HTML][HTML] Are current clinical studies on artificial intelligence-based medical devices comprehensive enough to support a full health technology assessment? A …

L Farah, J Davaze-Schneider, T Martin… - Artificial intelligence in …, 2023 - Elsevier
Abstract Introduction Artificial Intelligence-based Medical Devices (AI-based MDs) are
experiencing exponential growth in healthcare. This study aimed to investigate whether …

Artificial intelligence algorithms aimed at characterizing or detecting prostate cancer on MRI: How accurate are they when tested on independent cohorts?–a …

O Rouvière, T Jaouen, P Baseilhac… - Diagnostic and …, 2023 - Elsevier
Purpose The purpose of this study was to perform a systematic review of the literature on the
diagnostic performance, in independent test cohorts, of artificial intelligence (AI)-based …

Catalyzing precision medicine: artificial intelligence advancements in prostate cancer diagnosis and management

A Talyshinskii, BMZ Hameed, PP Ravinder, N Naik… - Cancers, 2024 - mdpi.com
Simple Summary In this paper, we look at the role of artificial intelligence (AI) advancements
in prostate cancer diagnosis and management. Specifically, we focus on magnetic …