Equilibrium Optimization Algorithm with Deep Learning Enabled Prostate Cancer Detection on MRI Images

E Yang, K Shankar, S Kumar, C Seo, I Moon - Biomedicines, 2023 - mdpi.com
The enlargement of the prostate gland in the reproductive system of males is considered a
form of prostate cancer (PrC). The survival rate is considerably improved with earlier …

Archimedes Optimization Algorithm with Deep Learning-Based Prostate Cancer Classification on Magnetic Resonance Imaging

M Ragab, F Kateb, EK El-Sawy, SS Binyamin… - Healthcare, 2023 - mdpi.com
Prostate cancer (PCa) is becoming one of the most frequently occurring cancers among men
and causes an even greater number of deaths. Due to the complexity of tumor masses …

A novel deep learning-based technique for detecting prostate cancer in MRI images

SK Singh, A Sinha, H Singh, A Mahanti, A Patel… - Multimedia Tools and …, 2024 - Springer
In the western world, the prostate cancer is major cause of death in males. Magnetic
Resonance Imaging (MRI) is widely used for the detection of prostate cancer due to which it …

Searching for prostate cancer by fully automated magnetic resonance imaging classification: deep learning versus non-deep learning

X Wang, W Yang, J Weinreb, J Han, Q Li, X Kong… - Scientific reports, 2017 - nature.com
Prostate cancer (PCa) is a major cause of death since ancient time documented in Egyptian
Ptolemaic mummy imaging. PCa detection is critical to personalized medicine and varies …

PC‐SNet for automated detection of prostate cancer in multiparametric‐magnetic resonance imaging

M Juneja, SK Saini, R Acharjee, S Kaul… - … Journal of Imaging …, 2022 - Wiley Online Library
Prostate cancer (PCa) is responsible for the maximum deaths of men across the world after
lung cancer; hence, it should be diagnosed in the initial stages. Magnetic resonance …

Prostate Cancer Classification using Cat Swarm Optimization with Deep Learning on MRI Images

V Haritha, KV Archana… - 2023 7th …, 2023 - ieeexplore.ieee.org
Prostate Cancer (PC) is a common malignancy amongst men globally, and accurate
classification plays a significant part in its diagnoses and treatment planning. Due to its …

An Enhanced Deep Learning Technique for Prostate Cancer Identification Based on MRI Scans

H Hashem, Y Alsakar, A Elgarayhi, M Elmogy… - arXiv preprint arXiv …, 2022 - arxiv.org
Prostate cancer is the most dangerous cancer diagnosed in men worldwide. Prostate
diagnosis has been affected by many factors, such as lesion complexity, observer visibility …

Prostate classification network (PC-Net) for automated classification of Prostate cancer in Magnetic resonance imaging

M Juneja, SK Saini, K Sharma, P Jindal - Multimedia Tools and …, 2024 - Springer
Prostate cancer (PCa) is found to be the second most common cause of death in men after
lung cancer, making it necessary to diagnose as early as possible. The major modality used …

Research related to the diagnosis of prostate cancer based on machine learning medical images: A review

X Chen, X Liu, Y Wu, Z Wang, SH Wang - International Journal of Medical …, 2023 - Elsevier
Background Prostate cancer is currently the second most prevalent cancer among men.
Accurate diagnosis of prostate cancer can provide effective treatment for patients and greatly …

Magnetic Resonance Imaging-based Prostate Cancer Detection and Classification using Machine Learning and Deep Learning Techniques: A Survey

NM Al-Zidi, D Vasumathi - 2024 5th International Conference …, 2024 - ieeexplore.ieee.org
Prostate cancer (PCa) ranks second among the most common cancers in men globally, with
a staggering 1.4 million new cases estimated in 2020. Due to the increasing number of …