Machine learning and big data: Implications for disease modeling and therapeutic discovery in psychiatry

AMY Tai, A Albuquerque, NE Carmona… - Artificial intelligence in …, 2019 - Elsevier
Introduction Machine learning capability holds promise to inform disease models, the
discovery and development of novel disease modifying therapeutics and prevention …

Two-way threshold-based intelligent water drops feature selection algorithm for accurate detection of breast cancer

DJ Kalita, VP Singh, V Kumar - Soft Computing, 2022 - Springer
Breast cancer is one of the common reasons for deaths of women over the globe. It has
been found that a Computer-Aided Diagnosis (CAD) system can be designed using X-ray …

A robust medical image retrieval system based on wavelet optimization and adaptive block truncation coding

H Kasban, DH Salama - Multimedia Tools and Applications, 2019 - Springer
This paper presents a proposed method for medical image retrieval in order to search in a
database for an image that is similar to a query image. The proposed Medical Image …

Detection of breast cancer through mammogram using wavelet-based LBP features and IWD feature selection technique

DJ Kalita, VP Singh, V Kumar - SN Computer Science, 2022 - Springer
Breast cancer is as one of the common reasons of deaths in women. To detect this cancer in
early stage, a computer-aided diagnosis (CAD) system can be designed using X-ray …

[PDF][PDF] Feature selection mammogram based on breast cancer mining

LC Shofwatul'Uyun - International Journal of Electrical and Computer …, 2018 - academia.edu
The very dense breast of mammogram image makes the Radiologists often have difficulties
in interpreting the mammography objectively and accurately. One of the key success factors …

Automated and effective content-based mammogram retrieval using wavelet based CS-LBP feature and self-organizing map

VP Singh, R Srivastava - Biocybernetics and Biomedical Engineering, 2018 - Elsevier
In this paper, automated, fast and effective content based-mammogram image retrieval
system is proposed. The proposed pre-processing steps include automatic labelling …

Content-based mammogram retrieval using wavelet based complete-LBP and K-means clustering for the diagnosis of breast cancer

VP Singh, R Srivastava - International Journal of Hybrid …, 2017 - content.iospress.com
Early diagnosis of breast cancer can improve the survival rate by detecting cancer at initial
stage. In this paper, an efficient content-based mammogram retrieval system is proposed …

[PDF][PDF] Effective of modern techniques on content-based medical image retrieval: a survey

M Rashad, S Nooh, I Afifi… - International Journal of …, 2022 - academia.edu
The advancement in medical imaging has resulted in a rapid and large increase in medical
images inside repositories. These medical images contain very important information that …

Research on sports video image based on fuzzy algorithms

WY Chang - Journal of Visual Communication and Image …, 2019 - Elsevier
With the rapid development of network and multimedia technology, a large number of sports
and national fitness information are stored in various fitness guidance systems in the form of …

[PDF][PDF] Analysis of The impact of Measurement Matrices in Compressive Sensing for Medical Images

G Kowsalya, H Christinal, DA Chandy… - … . Math. Sci. J, 2020 - research-publication.com
Compressive sensing of images is based on three key components namely sparse
representation, construction of measurement matrix and reconstruction of images. The visual …