Application of machine learning and deep learning models in prostate cancer diagnosis using medical images: A systematic review

O Olabanjo, A Wusu, M Asokere, O Afisi, B Okugbesan… - Analytics, 2023 - mdpi.com
Introduction: Prostate cancer (PCa) is one of the deadliest and most common causes of
malignancy and death in men worldwide, with a higher prevalence and mortality in …

A survey of artificial intelligence/machine learning-based trends for prostate cancer analysis

K Sailunaz, D Beştepe, L Alhajj, T Özyer… - … Modeling Analysis in …, 2024 - Springer
Different types of cancer are more commonly encountered recently. This may be attributed to
a variety of reasons, including heredity, changes in the living conditions (food, drinks …

SAM-UNETR: Clinically Significant Prostate Cancer Segmentation Using Transfer Learning From Large Model

JA Alzate-Grisales, A Mora-Rubio… - IEEE …, 2023 - ieeexplore.ieee.org
Prostate cancer (PCa) is one of the leading causes of cancer-related mortality among men
worldwide. Accurate and efficient segmentation of clinically significant prostate cancer …

Automatic three-dimensional nasal and pharyngeal airway subregions identification via Vision Transformer

S Jin, H Han, Z Huang, Y Xiang, M Du, F Hua, X Guan… - Journal of Dentistry, 2023 - Elsevier
Objectives Upper airway assessment requires a fully-automated segmentation system for
complete or sub-regional identification. This study aimed to develop a novel Deep Learning …

Artificial intelligence an essential factor for the benefit of companies: systematic review of the literature

MAD Martínez, RVR Salinas, SR Hernández… - Cogent …, 2024 - Taylor & Francis
The implementation of artificial intelligence and 4.0 technologies helps business leaders
make better decisions to reduce costs, improve team performance, and increase …

Vision transformers as a support for prostate cancer detection

M Zelenčík - 2023 - ntnuopen.ntnu.no
This work research the possibility of using Vision Transformers for prostate cancer detection
and tumor segmentation on MRI scans. In the first part we created an architecture, which …

[PDF][PDF] Prostate Cancer Detection Using a Transformer-Based Architecture and Radiomic-Based Postprocessing

J Mitura, R Jóźwiak, I Mykhalevych… - … and Digital Interaction …, 2022 - library.oapen.org
The detection of prostate cancer is an important challenge for medical personnel. To
improve the medical system's ability to process increasing numbers of oncological patients …