AIMC Topic:
Software

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Lightweight pyramid network with spatial attention mechanism for accurate retinal vessel segmentation.

International journal of computer assisted radiology and surgery Mar 22, 2021
PURPOSE: The morphological characteristics of retinal vessels are vital for the early diagnosis of pathological diseases such as diabetes and hypertension. However, the low contrast and complex morphology pose a challenge to automatic retinal vessel ...
Pyramidal Tracts Microcirculation Retinal Vessels Software Algorithms Neural Networks, Computer Image Processing, Computer-Assisted Models, Neurological Computer Simulation Humans
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Image processing and machine learning for telehealth craniosynostosis screening in newborns.

Journal of neurosurgery. Pediatrics Mar 19, 2021
OBJECTIVE: The authors sought to evaluate the accuracy of a novel telehealth-compatible diagnostic software system for identifying craniosynostosis within a newborn (< 1 year old) population. Agreement with gold standard craniometric diagnostics was ...
Software Female Infant, Newborn Humans Machine Learning Craniosynostoses Cephalometry Telemedicine Male Mass Screening Image Interpretation, Computer-Assisted
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EDLMFC: an ensemble deep learning framework with multi-scale features combination for ncRNA-protein interaction prediction.

BMC bioinformatics Mar 19, 2021
BACKGROUND: Non-coding RNA (ncRNA) and protein interactions play essential roles in various physiological and pathological processes. The experimental methods used for predicting ncRNA-protein interactions are time-consuming and labor-intensive. Ther...
Animals Deep Learning Computational Biology RNA, Untranslated Mice Neural Networks, Computer Software
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AIDeveloper: Deep Learning Image Classification in Life Science and Beyond.

Advanced science (Weinheim, Baden-Wurttemberg, Germany) Mar 18, 2021
Artificial intelligence (AI)-based image analysis has increased drastically in recent years. However, all applications use individual solutions, highly specialized for a particular task. Here, an easy-to-use, adaptable, and open source software, call...
Image Processing, Computer-Assisted Artificial Intelligence Biological Science Disciplines Humans Software Neural Networks, Computer Deep Learning
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iORI-ENST: identifying origin of replication sites based on elastic net and stacking learning.

SAR and QSAR in environmental research Mar 18, 2021
DNA replication is not only the basis of biological inheritance but also the most fundamental process in all living organisms. It plays a crucial role in the cell-division cycle and gene expression regulation. Hence, the accurate identification of th...
Support Vector Machine Quantitative Structure-Activity Relationship Replication Origin Software
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Predicting Proteolysis in Complex Proteomes Using Deep Learning.

International journal of molecular sciences Mar 17, 2021
Both protease- and reactive oxygen species (ROS)-mediated proteolysis are thought to be key effectors of tissue remodeling. We have previously shown that comparison of amino acid composition can predict the differential susceptibilities of proteins t...
Reproducibility of Results Deep Learning Reactive Oxygen Species Amino Acids Proteome Humans Neural Networks, Computer Software Peptide Hydrolases Extracellular Matrix Proteins Ultraviolet Rays Proteolysis
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PhotoModPlus: A web server for photosynthetic protein prediction from genome neighborhood features.

PloS one Mar 17, 2021
A new web server called PhotoModPlus is presented as a platform for predicting photosynthetic proteins via genome neighborhood networks (GNN) and genome neighborhood-based machine learning. GNN enables users to visualize the overview of the conserved...
Genome Photosynthesis Photosynthetic Reaction Center Complex Proteins Internet Datasets as Topic Cyanobacteria Software Machine Learning Computational Biology
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Software Defect Prediction for Healthcare Big Data: An Empirical Evaluation of Machine Learning Techniques.

Journal of healthcare engineering Mar 15, 2021
Software defect prediction (SDP) in the initial period of the software development life cycle (SDLC) remains a critical and important assignment. SDP is essentially studied during few last decades as it leads to assure the quality of software systems...
Software Bayes Theorem Delivery of Health Care Humans Support Vector Machine Machine Learning
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Diagnosis prediction of tumours of unknown origin using ImmunoGenius, a machine learning-based expert system for immunohistochemistry profile interpretation.

Diagnostic pathology Mar 11, 2021
BACKGROUND: Immunohistochemistry (IHC) remains the gold standard for the diagnosis of pathological diseases. This technique has been supporting pathologists in making precise decisions regarding differential diagnosis and subtyping, and in creating p...
Humans Machine Learning Bayes Theorem Expert Systems Immunohistochemistry Algorithms Neoplasms Software
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Assessment of breast positioning criteria in mammographic screening: Agreement between artificial intelligence software and radiographers.

Journal of medical screening Mar 9, 2021
OBJECTIVES: To determine the agreement between artificial intelligence software (AI) and radiographers in assessing breast positioning criteria for mammograms from standard digital mammography and digital breast tomosynthesis.
Breast Early Detection of Cancer Mammography Humans Artificial Intelligence Software Female Breast Neoplasms
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