Advancements in Cancer Disease Prediction Using Modified Multi Model Deep Neural Networks

D Balakrishnan, U Mariappan… - 2023 3rd Asian …, 2023 - ieeexplore.ieee.org
Cancer disease prediction is a critical task in healthcare that can significantly impact patient
outcomes. This abstract presents a multimodal deep neural network (DNN) approach for …

DPV: a taxonomy for utilizing deep learning as a prediction technique for various types of cancers detection

B Shah, A Alsadoon, PWC Prasad, G Al-Naymat… - Multimedia tools and …, 2021 - Springer
Deep learning (DL) is a type of machine learning capable of processing large quantities of
data to provide analytic results based on a particular framework's parameters and aims. DL …

[PDF][PDF] A Selected Deep Learning Cancer Prediction Framework

MM SALEM, A ELDESOUKY - academia.edu
Deep learning (DL) algorithms are crucial for predicting various diseases because they can
analyze a large amount of healthcare data within a short prediction time. One of these …

A selected deep learning cancer prediction framework

NG Elseddeq, SM Elghamrawy, MM Salem… - IEEE …, 2021 - ieeexplore.ieee.org
Deep learning (DL) algorithms are crucial for predicting various diseases because they can
analyze a large amount of healthcare data within a short prediction time. One of these …

An Early Cancer Prediction Based On Deep Neural Learning

GR Kumar, ST Bhanu, ML Prasad… - 2023 International …, 2023 - ieeexplore.ieee.org
Cancer is the one of the most leading cause of deaths among people The lifetime chance of
acquiring this malignancy is one in eight for females. The prognosis for this condition greatly …

PolyDiseaseNet: A Multimodal Machine Learning Approach for Comprehensive Disease Diagnosis and Prognosis

R Saranya, V Adarsh, S Akash… - 2023 International …, 2023 - ieeexplore.ieee.org
Cancer is a leading cause of death world wide, accounting for an estimated 10 million
deaths in 2020 alone. Early detection and accurate diagnosis are essential for improving …

[HTML][HTML] Breast cancer prediction using gated attentive multimodal deep learning

S Kayikci, TM Khoshgoftaar - Journal of Big Data, 2023 - Springer
Women are prone to breast cancer, which is a major cause of death. One out of every eight
women has a lifetime risk of developing this cancer. Early diagnosis of this disease is critical …

A multimodal deep neural network for human breast cancer prognosis prediction by integrating multi-dimensional data

D Sun, M Wang, A Li - IEEE/ACM transactions on …, 2018 - ieeexplore.ieee.org
Breast cancer is a highly aggressive type of cancer with very low median survival. Accurate
prognosis prediction of breast cancer can spare a significant number of patients from …

[HTML][HTML] A new approach for cancer prediction based on deep neural learning

H Elwahsh, MA Tawfeek, AA Abd El-Aziz… - Journal of King Saud …, 2023 - Elsevier
We know today that numerous factors play a significant role as causes of cancer. Because of
this, a doctor's opinion alone cannot be used to classify cancer. Intelligent algorithms …

Development of biologically interpretable multimodal deep learning model for cancer prognosis prediction

ZL Azher, LJ Vaickus, LA Salas… - Proceedings of the 37th …, 2022 - dl.acm.org
Robust cancer prognostication can enable more effective patient care and management,
which may potentially improve health outcomes. Deep learning has proven to be a powerful …