AIMC Topic:
Software

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MALDI-TOF MS platform combined with machine learning to establish a model for rapid identification of methicillin-resistant Staphylococcus aureus.

Journal of microbiological methods Nov 30, 2020
MALDI-TOF MS is an effective potential tool to distinguish between MSSA and MRSA. By combining the ClinProTools3.0 software and manual grouping intervention, we proposed a model optimization method for the first time. The cross validation of the mode...
Algorithms Staphylococcus aureus Staphylococcal Infections Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization Methicillin-Resistant Staphylococcus aureus Machine Learning Software Humans Bacteriological Techniques
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Zoom in Lesions for Better Diagnosis: Attention Guided Deformation Network for WCE Image Classification.

IEEE transactions on medical imaging Nov 30, 2020
Wireless capsule endoscopy (WCE) is a novel imaging tool that allows noninvasive visualization of the entire gastrointestinal (GI) tract without causing discomfort to patients. Convolutional neural networks (CNNs), though perform favorably against tr...
Humans Software Attention Capsule Endoscopy Neural Networks, Computer Machine Learning
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Artificial intelligence (AI) impacting diagnosis of glaucoma and understanding the regulatory aspects of AI-based software as medical device.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Nov 24, 2020
Glaucoma, the group of eye diseases is characterized by increased intraocular pressure, optic neuropathy and visual field defect patterns. Early and correct diagnosis of glaucoma can prevent irreversible vision loss and glaucomatous structural damage...
Algorithms Artificial Intelligence Humans Machine Learning Glaucoma Software
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Exploiting Multiple Optimizers with Transfer Learning Techniques for the Identification of COVID-19 Patients.

Journal of healthcare engineering Nov 23, 2020
Due to the rapid spread of COVID-19 and its induced death worldwide, it is imperative to develop a reliable tool for the early detection of this disease. Chest X-ray is currently accepted to be one of the reliable means for such a detection purpose. ...
Early Diagnosis Radiography, Thoracic Software SARS-CoV-2 Lung Humans Databases, Factual COVID-19 Sensitivity and Specificity Reproducibility of Results Machine Learning Radiographic Image Interpretation, Computer-Assisted
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The ImageJ ecosystem: Open-source software for image visualization, processing, and analysis.

Protein science : a publication of the Protein Society Nov 20, 2020
For decades, biologists have relied on software to visualize and interpret imaging data. As techniques for acquiring images increase in complexity, resulting in larger multidimensional datasets, imaging software must adapt. ImageJ is an open-source i...
Image Processing, Computer-Assisted Artificial Intelligence Software
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OPUS-Rota3: Improving Protein Side-Chain Modeling by Deep Neural Networks and Ensemble Methods.

Journal of chemical information and modeling Nov 19, 2020
Side-chain modeling is critical for protein structure prediction since the uniqueness of the protein structure is largely determined by its side-chain packing conformation. In this paper, differing from most approaches that rely on rotamer library sa...
Protein Conformation Gene Library Software Neural Networks, Computer Proteins
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Moving targets in drug discovery.

Scientific reports Nov 19, 2020
Drug Discovery is a lengthy and costly process and has faced a period of declining productivity within the last two decades resulting in increasing importance of integrative data-driven approaches. In this paper, data mining and integration is levera...
Drug Discovery Gene Ontology Software Databases, Factual Humans
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DeepLMS: a deep learning predictive model for supporting online learning in the Covid-19 era.

Scientific reports Nov 16, 2020
Coronavirus (Covid-19) pandemic has imposed a complete shut-down of face-to-face teaching to universities and schools, forcing a crash course for online learning plans and technology for students and faculty. In the midst of this unprecedented crisis...
COVID-19 Adult Humans Software Adolescent Universities Computer-Assisted Instruction Middle Aged Deep Learning Education, Professional Teleworking
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DeepSIBA: chemical structure-based inference of biological alterations using deep learning.

Molecular omics Nov 14, 2020
Predicting whether a chemical structure leads to a desired or adverse biological effect can have a significant impact for in silico drug discovery. In this study, we developed a deep learning model where compound structures are represented as graphs ...
Software Humans Drug Discovery Neural Networks, Computer Deep Learning Antineoplastic Agents Structure-Activity Relationship
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An Automated Planning Model for HRI: Use Cases on Social Assistive Robotics.

Sensors (Basel, Switzerland) Nov 14, 2020
Using Automated Planning for the high level control of robotic architectures is becoming very popular thanks mainly to its capability to define the tasks to perform in a declarative way. However, classical planning tasks, even in its basic standard P...
Aged Robotics Self-Help Devices Rehabilitation Geriatric Assessment Humans Software
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