Diagnosis of cervical cancer and pre-cancerous lesions by artificial intelligence: a systematic review
L Allahqoli, AS Laganà, A Mazidimoradi, H Salehiniya… - Diagnostics, 2022 - mdpi.com
Objective: The likelihood of timely treatment for cervical cancer increases with timely
detection of abnormal cervical cells. Automated methods of detecting abnormal cervical cells …
detection of abnormal cervical cells. Automated methods of detecting abnormal cervical cells …
Addressing class imbalance in federated learning
Federated learning (FL) is a promising approach for training decentralized data located on
local client devices while improving efficiency and privacy. However, the distribution and …
local client devices while improving efficiency and privacy. However, the distribution and …
Computational intelligence in cancer diagnostics: a contemporary review of smart phone apps, current problems, and future research potentials
Cancer is a dangerous and sometimes life-threatening disease that can have several
negative consequences for the body, is a leading cause of mortality, and is becoming …
negative consequences for the body, is a leading cause of mortality, and is becoming …
Detection of cervical cancer cells in complex situation based on improved YOLOv3 network
Cervical cancer is one of the major diseases that seriously threaten women's health.
Cervical cancer automatic screening technology is of great significance to reduce the …
Cervical cancer automatic screening technology is of great significance to reduce the …
Decision support system for the differentiation of schizophrenia and mood disorders using multiple deep learning models on wearable devices data
In the modern world, with so much inherent stress, mental health disorders (MHDs) are
becoming more common in every country around the globe, causing a significant burden on …
becoming more common in every country around the globe, causing a significant burden on …
Deep Stacked Generalization Ensemble Learning models in early diagnosis of Depression illness from wearable devices data
In the modern world, mental health disorder is one of the serious problems for every nation
around the globe, especially in this Covid-19 pandemic period. These illnesses affect not …
around the globe, especially in this Covid-19 pandemic period. These illnesses affect not …
[PDF][PDF] CerviCell-detector: An object detection approach for identifying the cancerous cells in pap smear images of cervical cancer
M Kalbhor, S Shinde, P Wajire, H Jude - Heliyon, 2023 - cell.com
Cervical cancer is the second most commonly seen cancer in women. It affects the cervix
portion of the vagina. The most preferred diagnostic test required for screening for cervical …
portion of the vagina. The most preferred diagnostic test required for screening for cervical …
Deep Learning and Transfer Learning Methods to Effectively Diagnose Cervical Cancer from Liquid-Based Cytology Pap Smear Images.
L Wong, A Ccopa, E Diaz, S Valcarcel… - … Journal of Online & …, 2023 - search.ebscohost.com
As cervical cancer is considered one of the leading causes of death for women globally,
different screening techniques have emerged. As the Papanicolaou technique generates …
different screening techniques have emerged. As the Papanicolaou technique generates …
A comparative analysis of machine and deep learning models for cervical cancer classification
P Varalakshmi, R Swetha - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
Machine learning and deep learning algorithms have made significant contributions to
healthcare industry. These algorithms aid in improving the accuracy and reliability of …
healthcare industry. These algorithms aid in improving the accuracy and reliability of …
Prediction Models Applying Convolutional Neural Network based Deep Learning to Cervical Cancer Outcomes
B Chitra, SS Kumar, D Subbulekshmi - IETE Journal of Research, 2024 - Taylor & Francis
Early identification of Cervical Cancer (CC) helps in reducing the death rate of CC patients.
A Pap smear/Pap test, which is also a widely used method, is used to detect CC in its early …
A Pap smear/Pap test, which is also a widely used method, is used to detect CC in its early …