A comparative analysis of deep learning approaches for predicting breast cancer survivability

S Gupta, MK Gupta - Archives of Computational Methods in Engineering, 2022 - Springer
… of deep learning approaches is elaborated in Sect. 4.2. In this study, we have used deep
learning algorithms for the survival prediction of breast cancer patients. The prediction

[HTML][HTML] An ensembled framework for human breast cancer survivability prediction using deep learning

E Mustafa, EK Jadoon, S Khaliq-uz-Zaman… - Diagnostics, 2023 - mdpi.com
… Accurate survival predictions for both long-term and short-term survivors, when delivered
on … In this study, we propose an ensemble model for breast cancer survivability prediction (…

Lung cancer survival period prediction and understanding: Deep learning approaches

S Doppalapudi, RG Qiu, Y Badr - International Journal of Medical …, 2021 - Elsevier
… We contribute to identifying an approach to estimate survivability that are commonly and …
This study utilizes deep learning to predict exact survival period to improve the prediction

A comparative analysis of classical machine learning and deep learning techniques for predicting lung cancer survivability

S Huang, I Arpaci, M Al-Emran, S Kılıçarslan… - Multimedia Tools and …, 2023 - Springer
… of survival predictions for diverse populations. Additionally, this study focuses on using a
complementary deep learning approach, a specific subset of machine learning that uses neural …

Comparision of four machine learning techniques for the prediction of prostate cancer survivability

H Wen, S Li, W Li, J Li, C Yin - 2018 15th international computer …, 2018 - ieeexplore.ieee.org
… has been applied to prostate patient survivability prediction, such as k … deep learning has
been proved as a strong technique and became a research hotspot. As a kind of deep learning

Predicting Survivability in Leukemia Patients using Deep Learning

N Hassouneh, L Alnemer, J Alsakran… - 2019 Sixth HCT …, 2019 - ieeexplore.ieee.org
Deep Learning is a new trend in machine learning. This … to predict the survivability of
Leukemia patients using Deep … The “Deep Neural Network- DNN” is an example of deep learning

Machine learning and deep learning approaches in breast cancer survival prediction using clinical data

EY Kalafi, NAM Nor, NA Taib, MD Ganggayah… - Folia …, 2019 - research.monash.edu
… In conclusion, this study presents a slight improvement in the accuracy of breast cancer
survivability prediction using a deep learning technique. The feature importance analysis …

Survivability prediction of colon cancer patients using neural networks

R Al-Bahrani, A Agrawal… - Health informatics …, 2019 - journals.sagepub.com
… The new data enabled us to experiment with a newer set of features and get better predictive
accuracy using deep learning methods, as presented in this article. The cutoff date for the …

Machine-learning models for predicting survivability in COVID-19 patients

ID Acheme, OR Vincent - Data Science for COVID-19, 2021 - Elsevier
… The ensemble technique utilized several deep learning–based classifiers for predicting
cancer occurrence. Ref. [27] used clinical data of patients of the Iranian Center for Breast Cancer …

A two-stage modeling approach for breast cancer survivability prediction

Z Sedighi-Maman, A Mondello - International Journal of Medical Informatics, 2021 - Elsevier
… breast cancer survivability predictions in two … for survivability predictions. We compare the
performance of a statistical method (GLM), an ensemble method (XGB), and a deep learning