Analytics, Free Full-Text
Por um escritor misterioso
Last updated 23 outubro 2024
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 developing countries specifically. Factors such as age, family history, race and certain genetic mutations are some of the factors contributing to the occurrence of PCa in men. Recent advances in technology and algorithms gave rise to the computer-aided diagnosis (CAD) of PCa. With the availability of medical image datasets and emerging trends in state-of-the-art machine and deep learning techniques, there has been a growth in recent related publications. Materials and Methods: In this study, we present a systematic review of PCa diagnosis with medical images using machine learning and deep learning techniques. We conducted a thorough review of the relevant studies indexed in four databases (IEEE, PubMed, Springer and ScienceDirect) using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. With well-defined search terms, a total of 608 articles were identified, and 77 met the final inclusion criteria. The key elements in the included papers are presented and conclusions are drawn from them. Results: The findings show that the United States has the most research in PCa diagnosis with machine learning, Magnetic Resonance Images are the most used datasets and transfer learning is the most used method of diagnosing PCa in recent times. In addition, some available PCa datasets and some key considerations for the choice of loss function in the deep learning models are presented. The limitations and lessons learnt are discussed, and some key recommendations are made. Conclusion: The discoveries and the conclusions of this work are organized so as to enable researchers in the same domain to use this work and make crucial implementation decisions.
BruceClay - Analytics Toolbox Bonanza: Advanced Tools, Dashboards
Text Analytics Fundamentals Introduction to Text Analytics with
Predictive Analytics Market Pdf : Predictive Analytics Market
Full-digital-marketing-report-template-on-Google-Data-Studio
Predictive Analytics Market Pdf : Predictive Analytics Market
DEI Webinar: Watch the full recording for free
Ebook] Reading Business Intelligence, Analytics, and Data Science
Best Free BI Software 2023 Top Free Business Intelligence Tools
What is data analysis? Examples and how to start
Pin on Online Courses
Google Data Analytics Professional Certificate
2.4 Free Updates Available
Free Course: Big Data Analytics Full Course In 10 Hours
Top 10 Free Website Analytics Tools
Recomendado para você
-
Papa's Cheeseria To Go! on the App Store23 outubro 2024
-
Hamburger, Flipline Studios Wiki23 outubro 2024
-
Papa's Burgeria, Gameria Wiki23 outubro 2024
-
15: Papa's Burgeria Foot Lettuce by FliplineFanIaniant on DeviantArt23 outubro 2024
-
Flash Game Its Dangerous To Go Alone, Take This23 outubro 2024
-
Cancers, Free Full-Text23 outubro 2024
-
Papa's Burgeria To Go! Download23 outubro 2024
-
I never knew this about Wally : r/poofesure23 outubro 2024
-
Alberto's Sticker Information by MasterAmelia23 outubro 2024
-
Apa 6 Diplomarbeit zitieren23 outubro 2024
você pode gostar
-
New to weirdcore/similar aesthetics and decided to make this! Please give me feedback since I'm new to creating these images! : r/weirdcore23 outubro 2024
-
Gogeta blue evolution vs Gogeta ssj 4 limit breaker#gogetablue23 outubro 2024
-
Assistir Tensei Kizoku no Isekai Boukenroku: Jichou wo Shiranai23 outubro 2024
-
Goku in his Drip DragonBallZ Amino23 outubro 2024
-
Project Cars 3 (PlayStation 4) Review - STG Play23 outubro 2024
-
Is Super Mario Bros Wonder Multiplayer? Local and Online Co-op - N4G23 outubro 2024
-
7ª temporada de My Hero Academia ganha trailer intenso e data de estreia - NerdBunker23 outubro 2024
-
Stranger Things Season 5: Unveiling Expected Release Date, Plot Details, Cast And Everything We Know So Far23 outubro 2024
-
Finally met the majestic yet terrifying Komodo Dragons! Indonesia23 outubro 2024
-
Alter Bridge Plays First Show of 2023 - See the 17-Song Setlist23 outubro 2024