AIMC Topic: Workflow

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Integrating Mobile Robots into Automated Laboratory Processes: A Suitable Workflow Management System.

SLAS technology Nov 12, 2020
The general trend of automation is currently increasing in life science laboratories. The samples to be examined show a high diversity in their structures and composition as well as the determination methods. Complex automation lines such as those us...
Robotics Workflow Humans Laboratories Automation Biological Science Disciplines
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Development and evaluation of a deep learning based artificial intelligence for automatic identification of gold fiducial markers in an MRI-only prostate radiotherapy workflow.

Physics in medicine and biology Nov 12, 2020
Identification of prostate gold fiducial markers in magnetic resonance imaging (MRI) images is challenging when CT images are not available, due to misclassifications from intra-prostatic calcifications. It is also a time consuming task and automated...
Workflow Radiotherapy, Image-Guided Fiducial Markers Gold Prostatic Neoplasms Humans Male Image Processing, Computer-Assisted Deep Learning Magnetic Resonance Imaging
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Radiomics in PET/CT: Current Status and Future AI-Based Evolutions.

Seminars in nuclear medicine Nov 1, 2020
This short review aims at providing the readers with an update on the current status, as well as future perspectives in the quickly evolving field of radiomics applied to the field of PET/CT imaging. Numerous pitfalls have been identified in study de...
Humans Artificial Intelligence Positron Emission Tomography Computed Tomography Workflow Reproducibility of Results Diagnostic Imaging
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Profiling SARS-CoV-2 Main Protease (M) Binding to Repurposed Drugs Using Molecular Dynamics Simulations in Classical and Neural Network-Trained Force Fields.

ACS combinatorial science Oct 29, 2020
The current COVID-19 pandemic caused by a novel coronavirus SARS-CoV-2 urgently calls for a working therapeutic. Here, we report a computation-based workflow for efficiently selecting a subset of FDA-approved drugs that can potentially bind to the SA...
Neural Networks, Computer Antiviral Agents Protein Binding Drug Discovery Coronavirus Protease Inhibitors Molecular Dynamics Simulation Drug Repositioning Catalytic Domain Workflow Coronavirus 3C Proteases
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Clearness of operating field: a surrogate for surgical skills on in vivo clinical data.

International journal of computer assisted radiology and surgery Oct 12, 2020
PURPOSE: Automatic surgical skill assessment is an emerging field beneficial to both efficiency and quality of surgical education and practice. Prior works largely evaluate skills on elementary tasks performed in the simulation laboratory, which cann...
Operating Rooms Clinical Competence Workflow Humans Computer Simulation Surgeons Neural Networks, Computer
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Reducing annotation effort in digital pathology: A Co-Representation learning framework for classification tasks.

Medical image analysis Oct 9, 2020
Classification of digital pathology images is imperative in cancer diagnosis and prognosis. Recent advancements in deep learning and computer vision have greatly benefited the pathology workflow by developing automated solutions for classification ta...
Workflow Humans Neural Networks, Computer Deep Learning
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CUP-AI-Dx: A tool for inferring cancer tissue of origin and molecular subtype using RNA gene-expression data and artificial intelligence.

EBioMedicine Oct 9, 2020
BACKGROUND: Cancer of unknown primary (CUP), representing approximately 3-5% of all malignancies, is defined as metastatic cancer where a primary site of origin cannot be found despite a standard diagnostic workup. Because knowledge of a patient's pr...
Computational Biology Databases, Genetic Workflow Biomarkers, Tumor Genomics Neoplasms, Unknown Primary RNA Neoplasm Metastasis Artificial Intelligence Machine Learning Algorithms Reproducibility of Results Software Humans Neural Networks, Computer
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Blockchain in Healthcare: Insights on COVID-19.

International journal of environmental research and public health Sep 30, 2020
The SARS-CoV2 pandemic has impacted risk management globally. Blockchain has been increasingly applied to healthcare management, as a strategic tool to strengthen operative protocols and to create the proper basis for an efficient and effective evide...
SARS-CoV-2 Pneumonia, Viral Workflow Pandemics Blockchain Humans COVID-19 Coronavirus Infections Betacoronavirus Artificial Intelligence Delivery of Health Care
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Practical applications of deep learning: classifying the most common categories of plain radiographs in a PACS using a neural network.

European radiology Sep 28, 2020
OBJECTIVES: The goal of the present study was to classify the most common types of plain radiographs using a neural network and to validate the network's performance on internal and external data. Such a network could help improve various radiologica...
Neural Networks, Computer Algorithms Deep Learning Radiography Humans Workflow
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Applications of artificial intelligence (AI) in diagnostic radiology: a technography study.

European radiology Sep 18, 2020
OBJECTIVES: Why is there a major gap between the promises of AI and its applications in the domain of diagnostic radiology? To answer this question, we systematically review and critically analyze the AI applications in the radiology domain.
Artificial Intelligence Forecasting Radiography Radiology Workflow
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