[HTML][HTML] Deep self-supervised machine learning algorithms with a novel feature elimination and selection approaches for blood test-based multi-dimensional health …
O Tutsoy, GG Koç - BMC bioinformatics, 2024 - Springer
Background Blood test is extensively performed for screening, diagnoses and surveillance
purposes. Although it is possible to automatically evaluate the raw blood test data with the …
purposes. Although it is possible to automatically evaluate the raw blood test data with the …
Peripheral blood smear analysis using deep learning: Current challenges and future directions
R Al–qudah, CY Suen - Computational Intelligence and Image …, 2022 - World Scientific
Despite the great advances in medicine in general, and hematology in specific, Peripheral
Blood Smear (PBS) remains as a key diagnostic test to both haematologists and physicians …
Blood Smear (PBS) remains as a key diagnostic test to both haematologists and physicians …
[HTML][HTML] Developing sustainable classification of diseases via deep learning and semi-supervised learning
C Yin, Z Chen - Healthcare, 2020 - mdpi.com
Disease classification based on machine learning has become a crucial research topic in
the fields of genetics and molecular biology. Generally, disease classification involves a …
the fields of genetics and molecular biology. Generally, disease classification involves a …
[HTML][HTML] Prediction of -Thalassemia carriers using complete blood count features
Abstract β-Thalassemia is one of the dangerous causes of the high mortality rate in the
Mediterranean countries. Substantial resources are required to save a β-Thalassemia …
Mediterranean countries. Substantial resources are required to save a β-Thalassemia …
A Survey on Peripheral Blood Smear Analysis Using Deep Learning
R Al-qudah, CY Suen - … Conference on Pattern Recognition and Artificial …, 2020 - Springer
Abstract Peripheral Blood Smear (PBS) analysis is a routine test carried out in specialized
medical laboratories by specialists to assess some aspects of health status that are …
medical laboratories by specialists to assess some aspects of health status that are …
Intensive Survey on Peripheral Blood Smear Analysis Using Deep Learning
R Alqudah, CY Suen - Advances in Pattern Recognition and …, 2022 - World Scientific
Peripheral Blood Smear (PBS) analysis is a routine test carried out in specialized medical
laboratories by specialists to assess some aspects of health status that are measured and …
laboratories by specialists to assess some aspects of health status that are measured and …
[HTML][HTML] An artificial neural network approach and a data augmentation algorithm to systematize the diagnosis of deep-vein thrombosis by using wells' criteria
The use of a back-propagation artificial neural network (ANN) to systematize the reliability of
a Deep Vein Thrombosis (DVT) diagnostic by using Wells' criteria is introduced herein. In …
a Deep Vein Thrombosis (DVT) diagnostic by using Wells' criteria is introduced herein. In …
Integration of unsupervised and supervised machine learning algorithms for credit risk assessment
W Bao, N Lianju, K Yue - Expert Systems with Applications, 2019 - Elsevier
For the sake of credit risk assessment, credit scoring has become a critical tool to
discriminate “bad” applicants from “good” applicants for financial institutions. Accordingly, a …
discriminate “bad” applicants from “good” applicants for financial institutions. Accordingly, a …
[PDF][PDF] Automated white blood cell disease recognition using lightweight deep learning
White blood cells (WBC) are immune system cells, which is why they are also known as
immune cells. They protect the human body from a variety of dangerous diseases and …
immune cells. They protect the human body from a variety of dangerous diseases and …
[PDF][PDF] Classification of white blood cells by deep learning methods for diagnosing disease.
M Yildirim, A Çinar - Rev. d'Intelligence Artif., 2019 - researchgate.net
Accepted: 29 August 2019 Leukocytes, also known as white blood cells, are a group of cells
that protect the body against infections, which is an important part of the immune system …
that protect the body against infections, which is an important part of the immune system …