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[HTML][HTML] IoMT-based osteosarcoma cancer detection in histopathology images using transfer learning empowered with blockchain, fog computing, and edge …
Bone tumors, such as osteosarcomas, can occur anywhere in the bones, though they
usually occur in the extremities of long bones near metaphyseal growth plates …
usually occur in the extremities of long bones near metaphyseal growth plates …
Automatic detection of osteosarcoma based on integrated features and feature selection using binary arithmetic optimization algorithm
Osteosarcoma is one of the most common malignant bone tumors mostly found in children
and teenagers. Manual detection of osteosarcoma requires expertise and it is a labour …
and teenagers. Manual detection of osteosarcoma requires expertise and it is a labour …
Breast tumors recognition based on edge feature extraction using support vector machine
Y Liu, L Ren, X Cao, Y Tong - Biomedical Signal Processing and Control, 2020 - Elsevier
Nowadays, it is important for the detection of ultrasound images of breast tumors. In this
paper, a new ultrasonic image feature extraction algorithm combining edge-based features …
paper, a new ultrasonic image feature extraction algorithm combining edge-based features …
Texture based medical image classification by using multi-scale Gabor rotation-invariant local binary pattern (MGRLBP)
V Murugappan, RS Sabeenian - Cluster Computing, 2019 - Springer
Texture medical image classification is a major task in many areas of computer vision and
pattern recognition, including biomedical imaging. In reality, optical surfaces can be abused …
pattern recognition, including biomedical imaging. In reality, optical surfaces can be abused …
[PDF][PDF] Gray level co-occurrence matrix feature extraction and histogram in breast cancer classification with ultrasonographic imagery
K Djunaidi, HB Agtriadi… - Indonesian Journal …, 2021 - pdfs.semanticscholar.org
One way to detect breast cancer is using the ultrasonography (USG) procedure, but the
ultrasound image is susceptible to the noise speckles so that the interpretation and …
ultrasound image is susceptible to the noise speckles so that the interpretation and …
Classification of thyroid ultrasound images based on shape features analysis
Ultrasound image is one of the modalities that is widely used to examine the abnormality of
thyroid gland since it is relatively low-cost and safety. Fine needle aspiration biopsy (FNAB) …
thyroid gland since it is relatively low-cost and safety. Fine needle aspiration biopsy (FNAB) …
[PDF][PDF] Bounded-abstaining classification for breast tumors in imbalanced ultrasound images
H Guan, Y Zhang, HD Cheng, X Tang - International Journal of Applied …, 2020 - sciendo.com
Computer-aided breast ultrasound (BUS) diagnosis remains a difficult task. One of the
challenges is that imbalanced BUS datasets lead to poor performance, especially with …
challenges is that imbalanced BUS datasets lead to poor performance, especially with …
Combined CNN and pixel feature image for fatty liver ultrasound image classification
H Zhu, Y Liu, X Gao, L Zhang - … and Mathematical Methods in …, 2022 - Wiley Online Library
Recent revolutionary results of deep learning indicate the advent of reliable classifiers to
perform difficult tasks in medical diagnosis. Fatty liver is a common liver disease, and it is …
perform difficult tasks in medical diagnosis. Fatty liver is a common liver disease, and it is …
Feature extraction based on laws' texture energy for lesion echogenicity classification of thyroid ultrasound images
Ultrasound image is commonly used to examine the malignancy characteristics of thyroid
nodule. One of the important feature to diagnose of malignant thyroid nodule is based on …
nodule. One of the important feature to diagnose of malignant thyroid nodule is based on …
Osteosarcoma detection from whole slide images using multi-feature non-seed-based region growing segmentation and feature extraction
Out of the various types of primary bone cancers, Osteosarcoma is one of the most common
malignant bone tumors. Children and teenagers are mostly affected by Osteosarcoma …
malignant bone tumors. Children and teenagers are mostly affected by Osteosarcoma …