Role of AI and histopathological images in detecting prostate cancer: a survey

SM Ayyad, M Shehata, A Shalaby, M Abou El-Ghar… - Sensors, 2021 - mdpi.com
Prostate cancer is one of the most identified cancers and second most prevalent among
cancer-related deaths of men worldwide. Early diagnosis and treatment are substantial to …

Joint prostate cancer detection and Gleason score prediction in mp-MRI via FocalNet

R Cao, AM Bajgiran, SA Mirak… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Multi-parametric MRI (mp-MRI) is considered the best non-invasive imaging modality for
diagnosing prostate cancer (PCa). However, mp-MRI for PCa diagnosis is currently limited …

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 …, 2024 - 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 …

Robust detection of adversarial attacks on medical images

X Li, D Zhu - 2020 IEEE 17th International Symposium on …, 2020 - ieeexplore.ieee.org
Although deep learning systems trained on medical images have shown state-of-the-art
performance in many clinical prediction tasks, recent studies demonstrate that these systems …

[图书][B] Big data in multimodal medical imaging

A El-Baz, JS Suri - 2019 - books.google.com
There is an urgent need to develop and integrate new statistical, mathematical, visualization,
and computational models with the ability to analyze Big Data in order to retrieve useful …

Defending against adversarial attacks on medical imaging AI system, classification or detection?

X Li, D Pan, D Zhu - 2021 IEEE 18th International Symposium …, 2021 - ieeexplore.ieee.org
Medical imaging AI systems such as disease classification and segmentation are
increasingly inspired and transformed from computer vision based AI systems. Although an …

Blockchain in supply chain management

H Manifavas, I Karamitsos - Heterogeneous Cyber Physical …, 2022 - api.taylorfrancis.com
Tutorials in Circuits and Systems Page 1 CHAPTER 03 Blockchain in Supply Chain
Management Dr. Harry Manifavas Institute of Computer Science Foundation for Research and …

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 on adversarial attack and defense of deep learning models for medical image recognition

J Hu, J Wen, M Fang - Metaverse, 2023 - aber.apacsci.com
The advancement of hardware and computing power has enabled deep learning to be used
in a variety of fields, particularly in AI medical applications in intelligent medicine and …

A deep learning network for Gleason grading of prostate biopsies using EfficientNet

K Ramamurthy, AR Varikuti, B Gupta… - Biomedical Engineering …, 2023 - degruyter.com
Objectives The most crucial part in the diagnosis of cancer is severity grading. Gleason's
score is a widely used grading system for prostate cancer. Manual examination of the …