Deep learning in cancer diagnosis, prognosis and treatment selection
Deep learning is a subdiscipline of artificial intelligence that uses a machine learning
technique called artificial neural networks to extract patterns and make predictions from …
technique called artificial neural networks to extract patterns and make predictions from …
Deep learning with noisy labels: Exploring techniques and remedies in medical image analysis
Supervised training of deep learning models requires large labeled datasets. There is a
growing interest in obtaining such datasets for medical image analysis applications …
growing interest in obtaining such datasets for medical image analysis applications …
Artificial intelligence for diagnosis and Gleason grading of prostate cancer: the PANDA challenge
Artificial intelligence (AI) has shown promise for diagnosing prostate cancer in biopsies.
However, results have been limited to individual studies, lacking validation in multinational …
However, results have been limited to individual studies, lacking validation in multinational …
Artificial intelligence for diagnosis and grading of prostate cancer in biopsies: a population-based, diagnostic study
Background An increasing volume of prostate biopsies and a worldwide shortage of
urological pathologists puts a strain on pathology departments. Additionally, the high intra …
urological pathologists puts a strain on pathology departments. Additionally, the high intra …
A new era: artificial intelligence and machine learning in prostate cancer
Artificial intelligence (AI)—the ability of a machine to perform cognitive tasks to achieve a
particular goal based on provided data—is revolutionizing and resha** our health-care …
particular goal based on provided data—is revolutionizing and resha** our health-care …
The 2019 Genitourinary Pathology Society (GUPS) white paper on contemporary grading of prostate cancer
Context.—Controversies and uncertainty persist in prostate cancer grading. Objective.—To
update grading recommendations. Data Sources.—Critical review of the literature along with …
update grading recommendations. Data Sources.—Critical review of the literature along with …
The global research of artificial intelligence on prostate cancer: a 22-year bibliometric analysis
Background With the rapid development of technology, artificial intelligence (AI) has been
widely used in the diagnosis and prognosis prediction of a variety of diseases, including …
widely used in the diagnosis and prognosis prediction of a variety of diseases, including …
High-accuracy prostate cancer pathology using deep learning
Deep learning (DL) is a powerful methodology for the recognition and classification of tissue
structures in digital pathology. Its performance in prostate cancer pathology is still under …
structures in digital pathology. Its performance in prostate cancer pathology is still under …
An artificial intelligence algorithm for prostate cancer diagnosis in whole slide images of core needle biopsies: a blinded clinical validation and deployment study
Background There is high demand to develop computer-assisted diagnostic tools to
evaluate prostate core needle biopsies (CNBs), but little clinical validation and a lack of …
evaluate prostate core needle biopsies (CNBs), but little clinical validation and a lack of …
Artificial intelligence and machine learning in prostate cancer patient management—current trends and future perspectives
Artificial intelligence (AI) is the field of computer science that aims to build smart devices
performing tasks that currently require human intelligence. Through machine learning (ML) …
performing tasks that currently require human intelligence. Through machine learning (ML) …