[HTML][HTML] Machine learning based liver disease diagnosis: A systematic review
The computer-based approach is required for the non-invasive detection of chronic liver
diseases that are asymptomatic, progressive, and potentially fatal in nature. In this study, we …
diseases that are asymptomatic, progressive, and potentially fatal in nature. In this study, we …
[HTML][HTML] Radiological diagnosis of chronic liver disease and hepatocellular carcinoma: A review
Medical image analysis plays a pivotal role in the evaluation of diseases, including
screening, surveillance, diagnosis, and prognosis. Liver is one of the major organs …
screening, surveillance, diagnosis, and prognosis. Liver is one of the major organs …
Computer aided diagnostic system for detection of leukemia using microscopic images
In present scenario, hematological disorders of leukocyte (WBC) are very frequent in
medical practices. This work proposes a novel technique to differentiate ALL (acute …
medical practices. This work proposes a novel technique to differentiate ALL (acute …
[HTML][HTML] Classification of acute lymphoblastic leukaemia using hybrid hierarchical classifiers
In current consequence of haematology, blood cancer ie acute lymphoblastic leukemia is
very frequently founded in medical practice, which is characterized by over activation and …
very frequently founded in medical practice, which is characterized by over activation and …
PCA-PNN and PCA-SVM based CAD systems for breast density classification
Early prediction of breast density is clinically significant as there is an association between
the risk of breast cancer development and breast density. In the present work, the …
the risk of breast cancer development and breast density. In the present work, the …
[HTML][HTML] Radiomics and radiogenomics in evaluation of colorectal cancer liver metastasis
Y Wang, LY Ma, XP Yin, BL Gao - Frontiers in Oncology, 2022 - frontiersin.org
Colorectal cancer is one common digestive malignancy, and the most common approach of
blood metastasis of colorectal cancer is through the portal vein system to the liver. Early …
blood metastasis of colorectal cancer is through the portal vein system to the liver. Early …
A decision support system for classification of normal and medical renal disease using ultrasound images: a decision support system for medical renal diseases
Early detection of medical renal disease is important as the same may lead to chronic kidney
disease which is an irreversible stage. The present work proposes an efficient decision …
disease which is an irreversible stage. The present work proposes an efficient decision …
[HTML][HTML] Ensemble learning of multiple models using deep learning for multiclass classification of ultrasound images of hepatic masses
N Nakata, T Siina - Bioengineering, 2023 - mdpi.com
Ultrasound (US) is often used to diagnose liver masses. Ensemble learning has recently
been commonly used for image classification, but its detailed methods are not fully …
been commonly used for image classification, but its detailed methods are not fully …
Neural network ensemble based CAD system for focal liver lesions from B-mode ultrasound
A neural network ensemble (NNE) based computer-aided diagnostic (CAD) system to assist
radiologists in differential diagnosis between focal liver lesions (FLLs), including (1) typical …
radiologists in differential diagnosis between focal liver lesions (FLLs), including (1) typical …
[HTML][HTML] Ultrasound-based artificial intelligence in gastroenterology and hepatology
JQ Liu, JY Ren, XL Xu, LY Xiong, YX Peng… - World Journal of …, 2022 - ncbi.nlm.nih.gov
Artificial intelligence (AI), especially deep learning, is gaining extensive attention for its
excellent performance in medical image analysis. It can automatically make a quantitative …
excellent performance in medical image analysis. It can automatically make a quantitative …