Medical internet-of-things based breast cancer diagnosis using hyperparameter-optimized neural networks

RO Ogundokun, S Misra, M Douglas, R Damaševičius… - Future Internet, 2022 - mdpi.com
In today's healthcare setting, the accurate and timely diagnosis of breast cancer is critical for
recovery and treatment in the early stages. In recent years, the Internet of Things (IoT) has …

Breast cancer detection in the IOT health environment using modified recursive feature selection

MH Memon, JP Li, AU Haq… - … and mobile computing, 2019 - Wiley Online Library
The accurate and efficient diagnosis of breast cancer is extremely necessary for recovery
and treatment in early stages in IoT healthcare environment. Internet of Things has …

IoMT cloud-based intelligent prediction of breast cancer stages empowered with deep learning

SY Siddiqui, A Haider, TM Ghazal, MA Khan… - IEEE …, 2021 - ieeexplore.ieee.org
Breast cancer is often a fatal disease that has a substantial impact on the female mortality
rate. Rapidly spreading breast cancer is due to the abnormal growth of malignant cells in the …

Feature selection and classification in breast cancer prediction using IoT and machine learning

VN Gopal, F Al-Turjman, R Kumar, L Anand, M Rajesh - Measurement, 2021 - Elsevier
Breast cancer (BC) is the most commonly found disease among women all over the world.
The early diagnosis of breast cancer can potentially reduce the mortality rate and increase …

A secure internet of medical things framework for breast cancer detection in sustainable smart cities

THH Aldhyani, MA Khan, MA Almaiah, N Alnazzawi… - Electronics, 2023 - mdpi.com
Computational intelligence (CI) and artificial intelligence (AI) have incredible roles to play in
the development of smart and sustainable healthcare systems by facilitating the integration …

Feature optimization and identification of ovarian cancer using internet of medical things

TM Ghazal, N Taleb - Expert Systems, 2022 - Wiley Online Library
Ovarian cancer (OC) is one kind of tumour that impacts women's ovaries and is hard to
diagnose in the initial phase as a primary cause of cancer death. The ovarian cancer …

Effective features to classify ovarian cancer data in internet of medical things

M Elhoseny, GB Bian, SK Lakshmanaprabu… - Computer Networks, 2019 - Elsevier
Ovarian Cancer (OC) is a type of cancer that affects ovaries in women, and is difficult to
detect at initial stage resulting to increased mortality rate. The OC data generated from the …

Breast cancer diagnosis based on IoT and deep transfer learning enabled by fog computing

A Pati, M Parhi, BK Pattanayak, D Singh, V Singh… - Diagnostics, 2023 - mdpi.com
Across all countries, both developing and developed, women face the greatest risk of breast
cancer. Patients who have their breast cancer diagnosed and staged early have a better …

An e-Health care services framework for the detection and classification of breast cancer in breast cytology images as an IoMT application

SU Khan, N Islam, Z Jan, IU Din, A Khan… - Future Generation …, 2019 - Elsevier
One of the primary causes of mortality among women aged 20–59 worldwide is breast
cancer. Early detection and getting proper treatment can reduce the rate of morbidity of …

IOTEML: An Internet of Things (IoT)‐Based Enhanced Machine Learning Model for Tumour Investigation

B Swaminathan, S Choubey… - Computational …, 2022 - Wiley Online Library
In the current age of technology, various diseases in the body are also on the rise. Tumours
that cause more discomfort in the body are set to increase the discomfort of most patients …