An efficient machine learning model for breast cancer categorization using logistic regression on histopathological images

G Sajiv, G Ramkumar - 2023 Eighth International Conference …, 2023 - ieeexplore.ieee.org
Most cases of breast cancer are found in women, and as early detection is key to effective
treatment, it is important to identify the condition as soon as possible. Machine Learning …

Early Identification of cervical cancer using K-Nearest Neighbor (KNN)

N Meenakshisundaram… - 2023 Second International …, 2023 - ieeexplore.ieee.org
Cervical cancer is the fourth most common form of the disease worldwide. It is more common
in low-income nations. However, if the diagnosis is made quickly, the patient's clinical …

A Novel and Robust Breast Cancer classification based on Histopathological Images using Naive Bayes Classifier

G Sajiv, G Ramkumar - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
One of the most significant problems facing public health today, breast cancer is regarded as
the primary reason for cancer-related mortality among females all over the world. Early …

An Automatic Method for Identification of Cervical Cancer based on Multilayer Perceptron Neural Network

N Meenakshisundaram… - … Conference on Artificial …, 2023 - ieeexplore.ieee.org
Around the world, cervical cancer is the leading cause of death among women in their
reproductive years. Screening and early diagnosis are both important preventive measures …

Classification and Prediction of Breast Cancer Based on Support Vector Classifier on Histopathological Images

G Ramkumar - 2023 International Conference on Advances …, 2023 - ieeexplore.ieee.org
With the right amount of human intervention, most diseases can be cured if caught early.
Unfortunately, most people don't catch their illness until it's chronic. Hence, it contributes to a …

Histopathological Image Analysis for Breast Cancer Identification Using Gradient Boosting Classifier

G Ramkumar, G Sajiv - 2023 International Conference on Self …, 2023 - ieeexplore.ieee.org
When it comes to cancers, breast cancer is by far the most prevalent among females and the
second largest cause of cancer death globally. Radiologists frequently make incorrect …

A Novel and Effective method for Early Identification of Cervical Cancer based on Gradient Boosting Classifier

N Meenakshisundaram… - … Conference on Artificial …, 2023 - ieeexplore.ieee.org
In its initial stages, cervical cancer, which is the fourth greatest cause of death amongst
women, shows no signs at all. At this time, cervical cancer can only be diagnosed using a …

Machine Learning with Neural Networks for Early Detection of Peripheral Neuropathy in Patients with Diabetes

RR Chandan, YMM John, J Agarwal… - … and Smart Electrical …, 2023 - ieeexplore.ieee.org
A key difficulty in healthcare is the often-delayed diagnosis and incapacitating effects of
peripheral neuropathy, a frequent complication of diabetes. In this research, We examine the …

ILAPP: An Efficient Design of Sign Language Recognition System using Intelligent Learning Assisted Prediction Principles

K Radha, R Harikrishnan, SN Kumar… - … and Smart Electrical …, 2023 - ieeexplore.ieee.org
In this study, we introduce ILAPP (Intelligent Learning Assisted Prediction Principles), an
innovative design for a Sign Language Recognition System. ILAPP harnesses the power of …

A Real-Time Spam Identification Scheme Over Social Networking Environment Using Deep Learning Principles

P Mahalakshmi, V Mahalakshmi… - … on Mobile Networks …, 2023 - ieeexplore.ieee.org
Every single day, millions of people all around the world utilize various social networking
platforms. The usage of social media platforms like Twitter and Face Book may result in both …