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An Accurate and Fast Cardio-Views Classification System Based on Fused Deep Features and LSTM
Echocardiography is an ultrasound-based imaging modality that helps the physician to visualize heart chambers and valves motion activity. Recently, deep learning plays an important role in several clinical computer-assisted diagnostic systems. There is a real need to employ deep learning methodologies to increase such systems. In this paper, we proposed a deep learning system to classify several echocardiography views and identify its physiological location. Firstly, the spatial CNN features are extracted from each frame in the echo-motion. Secondly, we proposed novel temporal features based on neutrosophic sets. The neutrosophic temporal motion features are extracted from echo-motion activity. To extract the deep CNN features, we activated a pre-trained deep ResNet model. Then, both spatial and neutrosophic temporal CNN features were fused based on features concatenation technique.
Advanced Computational Intelligence for Object Detection, Feature Extraction and Recognition in Smart Sensor Environments
Recent years have seen a vast development in various methodologies for object detection and feature extraction and recognition, both in theory and in practice. When processing images, videos, or other types of multimedia, one needs efficient solutions to perform fast and reliable processing. Computational intelligence is used for medical screening where the detection of disease symptoms is carried out, in prevention monitoring to detect suspicious behavior, in agriculture systems to help with growing plants and animal breeding, in transportation systems for the control of incoming and outgoing transportation, for unmanned vehicles to detect obstacles and avoid collisions, in optics and mater...
Current Applications of Deep Learning in Cancer Diagnostics
This book examines deep learning-based approaches in the field of cancer diagnostics, as well as pre-processing techniques, which are essential to cancer diagnostics. Topics include introduction to current applications of deep learning in cancer diagnostics, pre-processing of cancer data using deep learning, review of deep learning techniques in oncology, overview of advanced deep learning techniques in cancer diagnostics, prediction of cancer susceptibility using deep learning techniques, prediction of cancer reoccurrence using deep learning techniques, deep learning techniques to predict the grading of human cancer, different human cancer detection using deep learning techniques, prediction of cancer survival using deep learning techniques, complexity in the use of deep learning in cancer diagnostics, and challenges and future scopes of deep learning techniques in oncology.
Perfect Domination In Neutrosophic SuperHyperGraphs
[ADDRESSED CITATION] [HG198b] Henry Garrett, “Perfect Domination In Neutrosophic SuperHyperGraphs”. Dr. Henry Garrett, 2023 (doi: 10.5281/zenodo.10871136). In this scientific research book, there are some scientific research chapters on “Extreme Perfect Domination In Neutrosophic SuperHyperGraphs” and “Neutrosophic Perfect Domination In Neutrosophic SuperHyperGraphs” about some scientific researches on Perfect Domination In Neutrosophic SuperHyperGraphs by two (Extreme/Neutrosophic) notions, namely, Extreme Perfect Domination In Neutrosophic SuperHyperGraphs and Neutrosophic Perfect Domination In Neutrosophic SuperHyperGraphs. With scientific research on the basic scientific rese...
Advanced Network Technologies and Intelligent Computing
This book constitutes the refereed proceedings of the Second International Conference on Advanced Network Technologies and Intelligent Computing, ANTIC 2022, held in Varanasi, India, during December 22–24, 2022. The 68 full papers and 11 short papers included in this book were carefully reviewed and selected from 443 submissions. They were organized in two topical sections as follows: Advanced Network Technologies and Intelligent Computing.
Perfect Domination In Neutrosophic SuperHyperGraphs 3
“Book #200” [ADDRESSED CITATION] [HG200b] Henry Garrett, “Perfect Domination In Neutrosophic SuperHyperGraphs 3”. Dr. Henry Garrett, 2024 (doi: 10.5281/zenodo.10946745). [ADDRESSED CITATION] [HG200b] Henry Garrett, “Perfect Domination In Neutrosophic SuperHyperGraphs 3”. Dr. Henry Garrett, 2024 (doi: 10.5281/zenodo.10946745). In this scientific research book, there are some scientific research chapters on “Extreme Stable Perfect Domination In Neutrosophic SuperHyperGraphs” and “Neutrosophic Stable Perfect Domination In Neutrosophic SuperHyperGraphs” about some scientific researches on Stable Perfect Domination In Neutrosophic SuperHyperGraphs by two (Extreme/Neutrosophic)...
Proceedings of the First International Conference on Advances in Computer Vision and Artificial Intelligence Technologies (ACVAIT 2022)
This is an open access book. The first international Conference on Advances in Computer Vision and Artificial Intelligence Technologies (ACVAIT 2022) is a biennial conference organized by Department of Computer Science and Information Technology, Dr. Babasaheb Ambedkar Marathwada University, Aurangabad (MS) India, during August 1–2, 2022. ACVAIT 2022, is dedicated towards advances in the theme areas of Computer Vision, Image Processing, Pattern Recognition, Artificial Intelligence, Machine Learning, Human Computer Interactions, Biomedical Image Processing, Geospatial Technology, Hyperspectral image processing and allied technologies but not limited to. ACVAIT 2022, invites young and/or adv...
Zero Forcing In Neutrosophic SuperHyperGraphs
“SCIENTIFIC RESEARCH BOOK #207” [ADDRESSED CITATION] [HG207b] Henry Garrett, “Zero Forcing In Neutrosophic SuperHyperGraphs”. Dr. Henry Garrett, 2024 (doi: 10.5281/zenodo.12691570). @googlebooks:https://books.google.com/books/about?id=- @GooglePlay:https://play.google.com/store/books/details?id=- @ResearchGate: https://www.researchgate.net/publication/382443201 @WordPress: https://drhenrygarrett.wordpress.com/2024/- @Scribd: https://www.scribd.com/document/- @ZENODO_ORG: https://zenodo.org/record/12691570 @academia:https://www.academia.edu/122237862 Project: Neutrosophic SuperHyperGraphs and SuperHyperGraphs -- Available at @WordPress @ResearchGate @Scribd @academia @ZENODO_ORG @X @f...
Dominating Sequence In Neutrosophic SuperHyperGraphs
[ADDRESSED CITATION] [HG195b] Henry Garrett, “Dominating Sequence In Neutrosophic SuperHyperGraphs”. Dr. Henry Garrett, 2023 (doi: 10.5281/zenodo.10042973). In this scientific research book, there are some scientific research chapters on “Extreme Dominating Sequence In Neutrosophic SuperHyperGraphs” and “Neutrosophic Dominating Sequence In Neutrosophic SuperHyperGraphs” about some scientific researches on Dominating Sequence In Neutrosophic SuperHyperGraphs by two (Extreme/Neutrosophic) notions, namely, Extreme Dominating Sequence In Neutrosophic SuperHyperGraphs and Neutrosophic Dominating Sequence In Neutrosophic SuperHyperGraphs. With scientific research on the basic scientifi...
Stable Sequence In Neutrosophic SuperHyperGraphs
[ADDRESSED CITATION] [HG197b] Henry Garrett, “Stable Sequence In Neutrosophic SuperHyperGraphs”. Dr. Henry Garrett, 2023 (doi: 10.5281/zenodo.10523307). In this scientific research book, there are some scientific research chapters on “Extreme Stable Sequence In Neutrosophic SuperHyperGraphs” and “Neutrosophic Stable Sequence In Neutrosophic SuperHyperGraphs” about some scientific researches on Stable Sequence In Neutrosophic SuperHyperGraphs by two (Extreme/Neutrosophic) notions, namely, Extreme Stable Sequence In Neutrosophic SuperHyperGraphs and Neutrosophic Stable Sequence In Neutrosophic SuperHyperGraphs. With scientific research on the basic scientific research properties, t...
