AIMC Topic: Workflow

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The BrAID study protocol: integration of machine learning and transcriptomics for brugada syndrome recognition.

BMC cardiovascular disorders Oct 13, 2021
BACKGROUND: Type 1 Brugada syndrome (BrS) is a hereditary arrhythmogenic disease showing peculiar electrocardiographic (ECG) patterns, characterized by ST-segment elevation in the right precordial leads, and risk of Sudden Cardiac Death (SCD). Furthe...
Machine Learning Research Design Prospective Studies Humans Heart Rate Brugada Syndrome Signal Processing, Computer-Assisted Workflow Diagnosis, Computer-Assisted Electrocardiography Predictive Value of Tests Italy Action Potentials Reproducibility of Results Prognosis Gene Expression Profiling Retrospective Studies Transcriptome
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AoP-LSE: Antioxidant Proteins Classification Using Deep Latent Space Encoding of Sequence Features.

Current issues in molecular biology Oct 9, 2021
It is of utmost importance to develop a computational method for accurate prediction of antioxidants, as they play a vital role in the prevention of several diseases caused by oxidative stress. In this correspondence, we present an effective computat...
Antioxidants Proteins Databases, Protein Algorithms Computational Biology Workflow Neural Networks, Computer Software Humans
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[Structured reporting and artificial intelligence].

Der Radiologe Oct 4, 2021
BACKGROUND: There are a multitude of application possibilities of artificial intelligence (AI) and structured reporting (SR) in radiology. The number of scientific publications have continuously increased for many years. There is an extensive portfol...
Humans Artificial Intelligence Radiology Algorithms Radiography Workflow
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Artificial intelligence-enhanced intraoperative neurosurgical workflow: current knowledge and future perspectives.

Journal of neurosurgical sciences Sep 21, 2021
INTRODUCTION: Artificial intelligence (AI) and machine learning (ML) augment decision-making processes and productivity by supporting surgeons over a range of clinical activities: from diagnosis and preoperative planning to intraoperative surgical as...
Humans Neural Networks, Computer Machine Learning Workflow Artificial Intelligence
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Integration of imaging modalities in digital dental workflows - possibilities, limitations, and potential future developments.

Dento maxillo facial radiology Sep 14, 2021
The digital workflow process follows different steps for all dental specialties. However, the main ingredient for the diagnosis, treatment planning and follow-up workflow recipes is the imaging chain. The steps in the imaging chain usually include al...
Imaging, Three-Dimensional Workflow Computer-Aided Design Cone-Beam Computed Tomography Humans Artificial Intelligence
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Artificial Intelligence in Quantitative Ultrasound Imaging: A Survey.

Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine Aug 31, 2021
Quantitative ultrasound (QUS) imaging is a safe, reliable, inexpensive, and real-time technique to extract physically descriptive parameters for assessing pathologies. Compared with other major imaging modalities such as computed tomography and magne...
Machine Learning Tomography, X-Ray Computed Humans Workflow Ultrasonography Artificial Intelligence
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Document-Image Related Visual Sensors and Machine Learning Techniques.

Sensors (Basel, Switzerland) Aug 30, 2021
Document imaging/scanning approaches are essential techniques for digitalizing documents in various real-world contexts, e.g.,  libraries, office communication, managementof workflows, and electronic archiving [...].
Machine Learning Workflow
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GenTB: A user-friendly genome-based predictor for tuberculosis resistance powered by machine learning.

Genome medicine Aug 30, 2021
BACKGROUND: Multidrug-resistant Mycobacterium tuberculosis (Mtb) is a significant global public health threat. Genotypic resistance prediction from Mtb DNA sequences offers an alternative to laboratory-based drug-susceptibility testing. User-friendly...
Genome, Bacterial Drug Resistance, Bacterial Web Browser Reproducibility of Results Computational Biology Humans Machine Learning Microbial Sensitivity Tests ROC Curve Tuberculosis, Multidrug-Resistant Databases, Genetic Software Genomics Workflow Antitubercular Agents
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Davis Computational Spectroscopy Workflow-From Structure to Spectra.

Journal of chemical information and modeling Aug 27, 2021
We describe an automated workflow that connects a series of atomic simulation tools to investigate the relationship between atomic structure, lattice dynamics, materials properties, and inelastic neutron scattering (INS) spectra. Starting from the at...
Computer Simulation Workflow Biophysical Phenomena Spectrum Analysis Machine Learning
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Maneuverable gait selection for a novel fish-inspired robot using a CMA-ES-assisted workflow.

Bioinspiration & biomimetics Aug 27, 2021
Among underwater vehicles, fish-inspired designs are often selected for their efficient gaits; these designs, however, remain limited in their maneuverability, especially in confined spaces. This paper presents a new design for a fish-inspired robot ...
Gait Animals Fishes Swimming Robotics Workflow
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