Detection of cancer in lung with k-nn classification using genetic algorithm

P Bhuvaneswari, AB Therese - Procedia Materials Science, 2015 - Elsevier
… the classification performance of K-NN using Genetic Algorithm (GA) is proposed in this paper.
The proposed G-KNN classifier is applied for classification … Such early detection might be …

Performance evaluation of different machine learning classification algorithms for disease diagnosis

MA Al-Hashem, AM Alqudah… - International Journal of E …, 2021 - igi-global.com
… Lately, a wide number of machine learning algorithms are considered and evaluated to
check their validity of being used in the medical field. Usually, the classification algorithms are …

Breast cancer detection and classification: A comparative analysis using machine learning algorithms

S Sakib, N Yasmin, AK Tanzeem, F Shorna… - Proceedings of Third …, 2022 - Springer
… predictions due to its set algorithms. As such techniques are … aiding for early detection by
the help of classification models … the classification performance of different classifying models. …

Classification of mammograms using adaptive binary TLBO with ensemble classifier for early detection of breast cancer

LK Kumari, BN Jagadesh - International Journal of Information …, 2022 - Springer
… The ensemble boosting algorithm used in our method is … solve classification problems in
recent days [38]. It is more extensible tree-based boosting algorithm used for both classification

Non-invasive classification of blood glucose level for early detection diabetes based on photoplethysmography signal

E Susana, K Ramli, H Murfi, NH Apriantoro - Information, 2022 - mdpi.com
classification of BGL for early detection of diabetes based on a PPG signal by utilizing a
combination of electronic circuits with a machine learning algorithm (… each classification level to …

A comparative performance evaluation of classification algorithms for clinical decision support systems

BA Tama, S Lim - Mathematics, 2020 - mdpi.com
… , and the effectiveness of classification algorithms that employed the imputed data. Performance
of several classification algorithms for early detection of liver disease was explored in [18…

Automatic early detection and classification of leukemia from microscopic blood image

KD Gebremeskel, TC Kwa, KH Raj… - Abyssinia Journal of …, 2021 - abjol.org.et
… , early, and effective leukemia detectionearly detection, and classification system to
diagnose leukemia from blood image using machine learning and image processing algorithm. To …

[引用][C] Image processing and classification techniques for early detection of lung cancer for preventive health care: A survey

P Naresh, R Shettar - International …, 2014 - Association of Computer Electronics …

[PDF][PDF] An overview of lung cancer classification algorithms and their performances

F Taher, N Prakash, A Shaffie, A Soliman… - … International Journal of …, 2021 - iaeng.org
… , different classification methodologies used for the prediction of lung cancer in its early stage
… This paper discusses different lung cancer classification algorithms such as CNN, SVM, …

[PDF][PDF] Study of classification algorithm for lung cancer prediction

T Christopher, JJ Banu - … Journal of Innovative Science, Engineering & …, 2016 - ijiset.com
… The earlier detection of cancer is not easier process but if it is … In this study mainly
classification algorithms such as Naive Bayes, Bayesian network, and J48 algorithm is used for …