Analytics, Free Full-Text
Por um escritor misterioso
Last updated 30 maio 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.
Free Course: No-Code and Full-Code Data Analytics with GigaSheet
view26 KB Analytics Companion App
How Advanced Data Analytics is Driving the Next Wave of Growth for
13 Best Customer Analytics Software in 2023: Free & Paid
Calaméo - Bdcc Free Full Text Radiology Imaging Scans For Early
Web Analytics, Customer journey analytics
Top 10 Free Website Analytics Tools
Data Science vs Data Analytics: Definitions and Differences
Free Text Analytics and Text Mining
🔥Data Analytics Full Course 2023
Introducing Text Analytics for Health - Microsoft Community Hub
Alphaa Home
New WoS July 22 Release Notes - Web of Science Group
Recomendado para você
-
Papa's Burgeria HD, Flipline Studios Wiki30 maio 2024
-
Best engine steam cleaning near me30 maio 2024
-
Flipline Studios Papa's Burgeria Wiki, papa louie, png30 maio 2024
-
Papa's Burgeria - The Cutting Room Floor30 maio 2024
-
The Papa louie Iceberg30 maio 2024
-
Papa Louie 2 Walkthrough Unlock Mindy [Level 2]30 maio 2024
-
Bulgaria national football team - Wikipedia30 maio 2024
-
Promoted to Playable - TV Tropes30 maio 2024
-
Amy clarke wedding makeup30 maio 2024
-
The Crimes of Papa Louie from the Papa's Pizzeria, Freezeria, Hot Doggeria, etc games : r/GameTheorists30 maio 2024
você pode gostar
-
Kit 200 Cards 100 Gta V + 100 Roblox = 50 Pacotes Bater Bafo30 maio 2024
-
5 quickest Minecraft speedruns of 202130 maio 2024
-
很漂亮的心形,已透明化了!30 maio 2024
-
Pudesse ou podesse: como se escreve?30 maio 2024
-
Paper House Productions Love Brings You Home 100030 maio 2024
-
TechTudo - E aí, gamers. Já sabiam que o Google Chrome tem game escondido que você só pode jogar offline?30 maio 2024
-
Jojo No Kimyou Na Bouken - Mirai He No Isan ROM - Dreamcast Download - Emulator Games30 maio 2024
-
Cronovit Imune C/ 60 Comp30 maio 2024
-
xp anime hunter x hunter30 maio 2024
-
Be Chased By A Noob! - Roblox30 maio 2024