AIMC Topic: Workflow

Clear Filters Showing 411 to 420 of 576 articles

Robotic cochlear implantation: surgical procedure and first clinical experience.

Acta oto-laryngologica Feb 1, 2017
CONCLUSION: A system for robotic cochlear implantation (rCI) has been developed and a corresponding surgical workflow has been described. The clinical feasibility was demonstrated through the conduction of a safe and effective rCI procedure.
Robotics Workflow Feasibility Studies Cochlear Implantation Humans Tomography, X-Ray Computed
View on PubMed DOI

SNooPer: a machine learning-based method for somatic variant identification from low-pass next-generation sequencing.

BMC genomics Nov 14, 2016
BACKGROUND: Next-generation sequencing (NGS) allows unbiased, in-depth interrogation of cancer genomes. Many somatic variant callers have been developed yet accurate ascertainment of somatic variants remains a considerable challenge as evidenced by t...
Mutation Workflow Genetic Variation High-Throughput Nucleotide Sequencing Reproducibility of Results Polymorphism, Single Nucleotide Computational Biology Software Web Browser Algorithms Machine Learning
View on PubMed DOI

An open-source solution for advanced imaging flow cytometry data analysis using machine learning.

Methods (San Diego, Calif.) Sep 2, 2016
Imaging flow cytometry (IFC) enables the high throughput collection of morphological and spatial information from hundreds of thousands of single cells. This high content, information rich image data can in theory resolve important biological differe...
Humans Machine Learning Image Cytometry Software Jurkat Cells Reproducibility of Results Mitosis Image Processing, Computer-Assisted Interphase Flow Cytometry Cell Count Workflow
View on PubMed DOI

System events: readily accessible features for surgical phase detection.

International journal of computer assisted radiology and surgery May 13, 2016
PURPOSE: Surgical phase recognition using sensor data is challenging due to high variation in patient anatomy and surgeon-specific operating styles. Segmenting surgical procedures into constituent phases is of significant utility for resident trainin...
Support Vector Machine Robotic Surgical Procedures Workflow Algorithms Female Models, Theoretical Task Performance and Analysis Models, Anatomic Motion Surgical Procedures, Operative Hysterectomy Humans Neural Networks, Computer
View on PubMed DOI

Speculation detection for Chinese clinical notes: Impacts of word segmentation and embedding models.

Journal of biomedical informatics Feb 26, 2016
Speculations represent uncertainty toward certain facts. In clinical texts, identifying speculations is a critical step of natural language processing (NLP). While it is a nontrivial task in many languages, detecting speculations in Chinese clinical ...
Computer Systems Natural Language Processing Workflow Data Mining Medical Informatics Language Reproducibility of Results China Humans Electronic Health Records
View on PubMed DOI

Using Semantic Components to Represent Dynamics of an Interdisciplinary Healthcare Team in a Multi-Agent Decision Support System.

Journal of medical systems Nov 21, 2015
In healthcare organizations, clinical workflows are executed by interdisciplinary healthcare teams (IHTs) that operate in ways that are difficult to manage. Responding to a need to support such teams, we designed and developed the MET4 multi-agent sy...
Humans Attitude of Health Personnel Expert Systems Semantics Patient Care Team Decision Support Systems, Clinical Group Processes Workflow Patient Care Management
View on PubMed DOI

Prediction of Protein-Protein Interaction Sites with Machine-Learning-Based Data-Cleaning and Post-Filtering Procedures.

The Journal of membrane biology Nov 12, 2015
Accurately predicting protein-protein interaction sites (PPIs) is currently a hot topic because it has been demonstrated to be very useful for understanding disease mechanisms and designing drugs. Machine-learning-based computational approaches have ...
Protein Interaction Mapping Computational Biology Proteins Databases, Protein Protein Conformation Binding Sites Machine Learning Reproducibility of Results Protein Binding Models, Molecular Workflow
View on PubMed DOI

Data-driven knowledge acquisition, validation, and transformation into HL7 Arden Syntax.

Artificial intelligence in medicine Oct 28, 2015
OBJECTIVE: The objective of this study is to help a team of physicians and knowledge engineers acquire clinical knowledge from existing practices datasets for treatment of head and neck cancer, to validate the knowledge against published guidelines, ...
Information Systems Expert Systems Practice Guidelines as Topic Medical Informatics Head and Neck Neoplasms Workflow Programming Languages Humans Artificial Intelligence Algorithms Decision Support Systems, Clinical
View on PubMed DOI

Real-time prediction of inpatient length of stay for discharge prioritization.

Journal of the American Medical Informatics Association : JAMIA Aug 7, 2015
OBJECTIVE: Hospitals are challenged to provide timely patient care while maintaining high resource utilization. This has prompted hospital initiatives to increase patient flow and minimize nonvalue added care time. Real-time demand capacity managemen...
Workload Humans Workflow Patient Discharge Aged Academic Medical Centers Male Adult Machine Learning Hospital Administration Middle Aged Female Maryland Length of Stay
View on PubMed DOI

Deep neural nets as a method for quantitative structure-activity relationships.

Journal of chemical information and modeling Feb 17, 2015
Neural networks were widely used for quantitative structure-activity relationships (QSAR) in the 1990s. Because of various practical issues (e.g., slow on large problems, difficult to train, prone to overfitting, etc.), they were superseded by more r...
Workflow Prospective Studies Neural Networks, Computer Quantitative Structure-Activity Relationship Drug Discovery Machine Learning Support Vector Machine Algorithms
View on PubMed DOI
Popular Topics
Recent Journals