Radiomics: a new application from established techniques
The increasing use of biomarkers in cancer have led to the concept of personalized
medicine for patients. Personalized medicine provides better diagnosis and treatment …
medicine for patients. Personalized medicine provides better diagnosis and treatment …
Computer-aided characterization and diagnosis of diffuse liver diseases based on ultrasound imaging: a review
P Bharti, D Mittal, R Ananthasivan - Ultrasonic Imaging, 2017 - journals.sagepub.com
Diffuse liver diseases, such as hepatitis, fatty liver, and cirrhosis, are becoming a leading
cause of fatality and disability all over the world. Early detection and diagnosis of these …
cause of fatality and disability all over the world. Early detection and diagnosis of these …
A novel liver image classification method using perceptual hash-based convolutional neural network
Classification of liver masses plays an important role in early diagnosis of patients. This
paper proposes a method to reduce the liver computed tomography (CT) images …
paper proposes a method to reduce the liver computed tomography (CT) images …
Computer assisted classification framework for prediction of acute lymphoblastic and acute myeloblastic leukemia
Hematological malignancies ie acute lymphoid leukemia and acute myeloid leukemia are
the types of blood cancer that can affect blood, bone marrow, lymphatic system and are the …
the types of blood cancer that can affect blood, bone marrow, lymphatic system and are the …
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 …
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 …
Effect of despeckle filtering on classification of breast tumors using ultrasound images
Ultrasound is the most widely used imaging modality for screening of breast tumors.
However, due to the presence of speckle noise in an ultrasound image, the diagnostic …
However, due to the presence of speckle noise in an ultrasound image, the diagnostic …
[PDF][PDF] PCA-SVM based CAD system for focal liver lesions using B-mode ultrasound images
The contribution made by texture of regions inside and outside of the lesions in classification
of focal liver lesions (FLLs) is investigated in the present work. In order to design an efficient …
of focal liver lesions (FLLs) is investigated in the present work. In order to design an efficient …
Automated classification of hypertension and coronary artery disease patients by PNN, KNN, and SVM classifiers using HRV analysis
MG Poddar, AC Birajdar, J Virmani - … learning in bio-signal analysis and …, 2019 - Elsevier
The hypertension (HTN) and coronary artery disease (CAD) are the major cardiovascular
diseases existing globally. In the present work, the heart rate variability (HRV) of normal …
diseases existing globally. In the present work, the heart rate variability (HRV) of normal …
A comparative study of computer-aided classification systems for focal hepatic lesions from B-mode ultrasound
A comparative study of three computer-aided classification (CAC) systems for
characterization of focal hepatic lesions (FHLs), such as cyst, hemangioma (HEM) …
characterization of focal hepatic lesions (FHLs), such as cyst, hemangioma (HEM) …