A comprehensive analysis of recent advancements in cancer detection using machine learning and deep learning models for improved diagnostics

HM Rai, J Yoo - Journal of Cancer Research and Clinical Oncology, 2023 - Springer
Purpose There are millions of people who lose their life due to several types of fatal
diseases. Cancer is one of the most fatal diseases which may be due to obesity, alcohol …

A review on recent developments in cancer detection using Machine Learning and Deep Learning models

S Maurya, S Tiwari, MC Mothukuri, CM Tangeda… - … Signal Processing and …, 2023 - Elsevier
Cancer is a fatal illness frequently caused by a variety of obsessive changes and genetic
disorders. Cancer cells knowing as abnormal cells can grow in any part of the human body …

A systematic review on deep learning‐based automated cancer diagnosis models

R Tandon, S Agrawal, NPS Rathore… - Journal of Cellular …, 2024 - Wiley Online Library
Deep learning is gaining importance due to its wide range of applications. Many researchers
have utilized deep learning (DL) models for the automated diagnosis of cancer patients. This …

Recent advancement in cancer diagnosis using machine learning and deep learning techniques: A comprehensive review

D Painuli, S Bhardwaj - Computers in Biology and Medicine, 2022 - Elsevier
Being a second most cause of mortality worldwide, cancer has been identified as a perilous
disease for human beings, where advance stage diagnosis may not help much in …

A review on automated cancer detection in medical images using machine learning and deep learning based computational techniques: Challenges and …

J Manhas, RK Gupta, PP Roy - Archives of Computational Methods in …, 2022 - Springer
Cancer is one of the most deadly diseases diagnosed among the population across the
globe so far. The number of cases is increasing at a high pace each year that subsequently …

Review paper on research direction towards cancer prediction and prognosis using machine learning and deep learning models

NS Murthy, C Bethala - Journal of Ambient Intelligence and Humanized …, 2023 - Springer
Cancer is characterized as a heterogeneous disease of various types. The early detection
and prognosis of a cancer type have turned into a major requirement, as it facilitates …

[HTML][HTML] Recent advancement in cancer detection using machine learning: Systematic survey of decades, comparisons and challenges

T Saba - Journal of infection and public health, 2020 - Elsevier
Cancer is a fatal illness often caused by genetic disorder aggregation and a variety of
pathological changes. Cancerous cells are abnormal areas often growing in any part of …

Cancer detection and segmentation using machine learning and deep learning techniques: A review

HM Rai - Multimedia Tools and Applications, 2024 - Springer
Cancer is the most fatal diseases in the world which has highest mortality rate as compared
to other type's human diseases. The most common and dangerous types of cancers are lung …

A comprehensive review on multi-organs tumor detection based on machine learning

MI Sharif, JP Li, J Naz, I Rashid - Pattern Recognition Letters, 2020 - Elsevier
Tumor is comprised of abnormally growing regions that is dangerous for human survival.
Therefore, early stage tumor detection is useful for increase of survival rate although it is …

[PDF][PDF] Deep Learning-Based Cancer Detection-Recent Developments, Trend and Challenges.

G Kumar, H Alqahtani - CMES-Computer Modeling in …, 2022 - cdn.techscience.cn
Cancer is one of the most critical diseases that has caused several deaths in today's world.
In most cases, doctors and practitioners are only able to diagnose cancer in its later stages …