High-risk prostate cancerclassification and therapy

AJ Chang, KA Autio, M Roach III, HI Scher - Nature reviews Clinical …, 2014 - nature.com
… Recent risk classifications for localized prostate cancer include a measure of the overall … of
core involvement being associated with prostate cancer-specific mortality. One would assume…

[PDF][PDF] The TNM classification of prostate cancer

FH SchrlSder, P Hermanek, L Denis, WR Fair… - The Prostate, 1992 - academia.edu
… , benefited from availability of the 1992 classification of prostate cancer prior to publication.
Thus, besides reporting the new classification, the panelists and attendees could concentrate …

Prostate cancer classification with multiparametric MRI transfer learning model

Y Yuan, W Qin, M Buyyounouski, B Ibragimov… - Medical …, 2019 - Wiley Online Library
… Our model achieved high accuracy of prostate cancer classification (accuracy of 86.92%). …
and existing deep learning models in prostate cancer classification with higher accuracy. …

Molecular classification of prostate cancer progression: foundation for marker-driven treatment of prostate cancer

CJ Logothetis, GE Gallick, SN Maity, J Kim, A Aparicio… - Cancer discovery, 2013 - AACR
… On the basis of the above considerations, the purpose of this review is to propose a new
molecular classification of prostate cancer that incorporates AR, oncogenes/tumor suppressors, …

[HTML][HTML] Artificial intelligence based algorithms for prostate cancer classification and detection on magnetic resonance imaging: a narrative review

JJ Twilt, KG van Leeuwen, HJ Huisman, JJ Fütterer… - Diagnostics, 2021 - mdpi.com
… Machine learning (ML) workflow of two-class lesion classification for prostate cancer using …
Machine learning (ML) workflow of two-class lesion classification for prostate cancer using an …

[PDF][PDF] Histologic classification of prostate cancer

G Mikuz - Anal Quant Cytopathol Histpathol, 2015 - academia.edu
… % of prostatic adenocarcinomas, a spectrum of morphological variants and prostate cancer
… conventional acinar cancer and cancers with histological pattern, which are unusual for the …

[HTML][HTML] A comparative study of PCS and PAM50 prostate cancer classification schemes

J Yoon, M Kim, EM Posadas, SJ Freedland… - … cancer and prostatic …, 2021 - nature.com
… of tumor classification [13,14,15,16,17,18]. Two transcriptome-based classification methods
were … Our group described the prostate cancer classification system (PCS), an integrated …

WHO Classification of Tumours fifth edition: evolving issues in the classification, diagnosis, and prognostication of prostate cancer

JG Kench, MB Amin, DM Berney, EM Compérat… - …, 2022 - Wiley Online Library
… Likewise, to reduce redundancy, urothelial carcinoma of prostate and prostatic urethra is
covered in the urinary tract chapter of this book. While the classification of prostate cancer

Molecular classification of prostate cancer using curated expression signatures

EK Markert, H Mizuno, A Vazquez… - Proceedings of the …, 2011 - National Acad Sciences
… prognostic indicator for poor prognosis in prostate cancer. However, a significant number of
… in prostate cancer, we analyzed a microarray dataset characterizing 281 prostate cancers …

Prostate cancer classification from ultrasound and MRI images using deep learning based Explainable Artificial Intelligence

MR Hassan, MF Islam, MZ Uddin, G Ghoshal… - Future Generation …, 2022 - Elsevier
… The aim of this study is to develop an automated computational approach to efficiently
classify prostate cancer by analyzing MRI and US images. In order to test the efficacy of already …