Computer aided diagnosis of thyroid disease using machine learning algorithms

MAAR Asif, MM Nishat, F Faisal… - … on electrical and …, 2020 - ieeexplore.ieee.org
… of different machine learning algorithms in the diagnosis of thyroid … Therefore, machine
learning (ML) has made its way up to be … Several classifying machine learning algorithms were …

A novel machine learning technique for computer-aided diagnosis

C Tang, J Ji, Y Tang, S Gao, Z Tang, Y Todo - … of Artificial Intelligence, 2020 - Elsevier
… It is necessary in disease diagnosis to extract valuable information from big data quickly and
… effectiveness of medical diagnosis, we propose an EDNM in computer-aided diagnosis. In …

AAPM task group report 273: recommendations on best practices for AI and machine learning for computeraided diagnosis in medical imaging

L Hadjiiski, K Cha, HP Chan, K Drukker… - Medical …, 2023 - Wiley Online Library
… of machine learning tools for computer-aided, or AI-assisted, clinical tasks. However, most of
these machine learning … of Physicists in Medicine (AAPM) Computer-Aided Image Analysis …

Computeraided diagnosis in the era of deep learning

HP Chan, LM Hadjiiski, RK Samala - Medical physics, 2020 - Wiley Online Library
… in developing CAD tools using deep learning technology or artificial intelligence (AI) in … AI
in clinical use. It is hoped that the past experiences and the deep learning technology will lead …

A new approach for computer-aided detection of coronavirus (COVID-19) from CT and X-ray images using machine learning methods

A Saygılı - Applied Soft Computing, 2021 - Elsevier
… is early diagnosis and treatment. … computer-aided method that can support the early diagnosis
and treatment of the COVID-19 virus. The use of computer-aided systems in the detection

[HTML][HTML] Developments in the detection of diabetic retinopathy: a state-of-the-art review of computer-aided diagnosis and machine learning methods

G Selvachandran, SG Quek, R Paramesran… - Artificial intelligence …, 2023 - Springer
… ways to automate the detection process of DR. A computer aided diagnosis system has the
… all the recent development on automated DR detection using fundus images from 2015 up to …

Computer-aided diagnosis system for early prediction of atherosclerosis using machine learning and K-fold cross-validation

B Cherradi, O Terrada, A Ouhmida… - … technology and …, 2021 - ieeexplore.ieee.org
… In this paper, we have proposed a computer-aided diagnosis system based on K-Nearest
Neighbors (KNN) and Artificial Neural Network (ANN) algorithms. Then, we applied K-fold …

[HTML][HTML] Computer-aided diagnosis of external and middle ear conditions: A machine learning approach

M Viscaino, JC Maass, PH Delano, M Torrente, C Stott… - Plos one, 2020 - journals.plos.org
diagnosis in this field. To tackle this problem, we propose and test a computer-aided system
based on machine learning … , as a support for a more accurate diagnosis of ear conditions at …

Machine learning based computer aided diagnosis of breast cancer utilizing anthropometric and clinical features

MM Rahman, Y Ghasemi, E Suley, Y Zhou, S Wang… - Irbm, 2021 - Elsevier
… Finally, we trained standard machine learning (ML) models and evaluated the performance
… studies are found using machine learning (ML)-based Computer-Aided Diagnosis (CAD) …

A survey of computer-aided diagnosis of lung nodules from CT scans using deep learning

Y Gu, J Chi, J Liu, L Yang, B Zhang, D Yu… - … in biology and medicine, 2021 - Elsevier
deep learning to CT scan data for pre-processing, lung segmentation, false positive reduction,
lung nodule detection, … We discuss the development of deep learning, describe several …