Application of machine learning in predicting survival outcomes involving real-world data: a scoping review

Y Huang, J Li, M Li, RR Aparasu - BMC medical research methodology, 2023 - Springer
Background Despite the interest in machine learning (ML) algorithms for analyzing real-
world data (RWD) in healthcare, the use of ML in predicting time-to-event data, a common …

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 …

Deep Learning Prediction Model for Patient Survival Outcomes in Palliative Care Using Actigraphy Data and Clinical Information

Y Huang, N Roy, E Dhar, U Upadhyay, MA Kabir… - Cancers, 2023 - mdpi.com
Simple Summary Palliative care is a vital aspect of healthcare that aims to improve the
quality of life for individuals battling life-threatening diseases, such as cancer. Our research …

Combining Survival Analysis and Machine Learning for Mass Cancer Risk Prediction using EHR data

P Philonenko, V Kokh, P Blinov - arXiv preprint arXiv:2309.15039, 2023 - arxiv.org
Purely medical cancer screening methods are often costly, time-consuming, and weakly
applicable on a large scale. Advanced Artificial Intelligence (AI) methods greatly help cancer …

Prostate Cancer: MRI Image Detection Based on Deep Learning: A Review

JSJ Alhamzo, AM Abdulazeez - Indonesian Journal of …, 2024 - ijcs.stmikindonesia.ac.id
This comprehensive study delves into the transformative role of artificial intelligence (AI) and
deep learning (DL) in the realm of prostate cancer care, an issue of paramount importance …

Caracterização do comportamento de confiabilidade das barreiras de segurança de poços de petróleo em diferentes condições de operação utilizando aprendizado …

D Colombo - 2023 - app.uff.br
Barreiras de segurança são elementos fundamentais em poços de petróleo para garantir a
integridade e segurança das operações. Estas barreiras podem possuir características …

[PDF][PDF] An Automated Prostate-cancer Prediction System (APPS) Based on Advanced DFO-ConGA2L Model using MRI Imaging Technique

ESA Leo, KN Kannan - iasj.net
The prostate cancer is a deadly form of cancer that assassinates a significant number of men
due of its mediocre identification process. Images from people with cancer include important …