AIMC Journal:
Computer methods and programs in biomedicine

Showing 491 to 500 of 844 articles

Semi-supervised GAN-based Radiomics Model for Data Augmentation in Breast Ultrasound Mass Classification.

Computer methods and programs in biomedicine Feb 27, 2021
BACKGROUND AND OBJECTIVE: The capability of deep learning radiomics (DLR) to extract high-level medical imaging features has promoted the use of computer-aided diagnosis of breast mass detected on ultrasound. Recently, generative adversarial network ...
Breast Image Processing, Computer-Assisted Ultrasonography, Mammary Female Ultrasonography Humans Neural Networks, Computer
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Artificial Intelligence-Based Prediction of Covid-19 Severity on the Results of Protein Profiling.

Computer methods and programs in biomedicine Feb 15, 2021
BACKGROUND: COVID-19 progresses slowly and negatively affects many people. However, mild to moderate symptoms develop in most infected people, who recover without hospitalization. Therefore, the development of early diagnosis and treatment strategies...
Male Humans Middle Aged Protein Array Analysis SARS-CoV-2 Deep Learning Aged Artificial Intelligence Forecasting COVID-19 Female
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Diabetes detection using deep learning techniques with oversampling and feature augmentation.

Computer methods and programs in biomedicine Feb 15, 2021
BACKGROUND AND OBJECTIVE: Diabetes is a chronic pathology which is affecting more and more people over the years. It gives rise to a large number of deaths each year. Furthermore, many people living with the disease do not realize the seriousness of ...
Deep Learning Diabetes Mellitus Neural Networks, Computer Databases, Factual Humans
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A deep learning model (ALNet) for the diagnosis of acute leukaemia lineage using peripheral blood cell images.

Computer methods and programs in biomedicine Feb 12, 2021
BACKGROUND AND OBJECTIVES: Morphological differentiation among blasts circulating in blood in acute leukaemia is challenging. Artificial intelligence decision support systems hold substantial promise as part of clinical practise in detecting haematol...
Deep Learning Blood Cells Humans Neural Networks, Computer Artificial Intelligence Leukemia, Myeloid, Acute
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A stochastic numerical analysis based on hybrid NAR-RBFs networks nonlinear SITR model for novel COVID-19 dynamics.

Computer methods and programs in biomedicine Feb 7, 2021
BACKGROUND: Mathematical modeling of vector-borne diseases and forecasting of epidemics outbreak are global challenges and big point of concern worldwide. The outbreaks depend on different social and demographic factors based on human mobility struct...
Humans Disease Outbreaks China Stochastic Processes Models, Statistical COVID-19 Neural Networks, Computer SARS-CoV-2 Pandemics
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BloodCaps: A capsule network based model for the multiclassification of human peripheral blood cells.

Computer methods and programs in biomedicine Feb 7, 2021
BACKGROUND AND OBJECTIVE: The classification of human peripheral blood cells yields significance in the detection of inflammation, infections and blood cell disorders such as leukemia. Limitations in traditional algorithms for blood cell classificati...
Humans Neural Networks, Computer Algorithms Machine Learning Blood Cells
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Dynamically learned PSO based neighborhood influenced fuzzy c-means for pre-treatment and post-treatment organ segmentation from CT images.

Computer methods and programs in biomedicine Feb 4, 2021
BACKGROUND AND OBJECTIVE: The accurate segmentation of pre-treatment and post-treatment organs is always perceived as a challenging task in medical image analysis field. Especially, in those situations where the amount of data set is limited, the res...
Algorithms Brain Fuzzy Logic Cluster Analysis Tomography, X-Ray Computed Image Processing, Computer-Assisted
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A deep learning approach using synthetic images for segmenting and estimating 3D orientation of nanoparticles in EM images.

Computer methods and programs in biomedicine Feb 2, 2021
BACKGROUND AND OBJECTIVE: Nanoparticles present properties that can be applied to a wide range of fields such as biomedicine, electronics or optics. The type of properties depends on several characteristics, being some of them related with the partic...
Image Processing, Computer-Assisted Neural Networks, Computer Nanoparticles Deep Learning Microscopy, Electron
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Prediction of death status on the course of treatment in SARS-COV-2 patients with deep learning and machine learning methods.

Computer methods and programs in biomedicine Jan 22, 2021
BACKGROUND AND OBJECTIVE: The new type of Coronavirus (2019-nCov) epidemic spread rapidly, causing more than 250 thousand deaths worldwide. The virus, which first appeared as a sign of pneumonia, was later called the SARS-COV-2 with Severe Acute Resp...
Female Deep Learning Humans Male SARS-CoV-2 COVID-19 Severity of Illness Index Machine Learning Algorithms
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A robust deep learning-based multiclass segmentation method for analyzing human metaphase II oocyte images.

Computer methods and programs in biomedicine Jan 19, 2021
BACKGROUND AND OBJECTIVE: The morphology of the human metaphase II (MII) oocyte is an essential indicator of the embryo's potential for developing into a healthy baby in the Intra-Cytoplasmic Sperm Injection (ICSI) process. In this case, characterist...
Sperm Injections, Intracytoplasmic Embryo Implantation Metaphase Humans Oocytes Deep Learning
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