AIMC Topic: Workflow

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Automated Workflows for Data Curation and Machine Learning to Develop Quantitative Structure-Activity Relationships.

Methods in molecular biology (Clifton, N.J.) Jan 1, 2025
The recent advancements in machine learning and the new availability of large chemical datasets made the development of tools and protocols for computational chemistry a topic of high interest. In this chapter a standard procedure to develop Quantita...
Machine Learning Software Quantitative Structure-Activity Relationship Data Curation Cheminformatics Computational Biology Workflow
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Integrating Clinical Workflow for Breast Cancer Screening with AI.

Radiology. Artificial intelligence Sep 1, 2024
Female Breast Neoplasms Early Detection of Cancer Humans Artificial Intelligence Mammography Workflow
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A deep learning-guided automated workflow in LipidOz for detailed characterization of fungal fatty acid unsaturation by ozonolysis.

Journal of mass spectrometry : JMS Sep 1, 2024
Understanding fungal lipid biology and metabolism is critical for antifungal target discovery as lipids play central roles in cellular processes. Nuances in lipid structural differences can significantly impact their functions, making it necessary to...
Histoplasma Saccharomyces cerevisiae Fatty Acids, Unsaturated Mass Spectrometry Lipids Workflow Fatty Acids Ozone Software Deep Learning
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A Concept for Integrating AI-Based Support Systems into Clinical Practice.

Studies in health technology and informatics Aug 22, 2024
The integration of artificial intelligence (AI) algorithms into clinical practice holds immense potential to improve patient care, but widespread adoption still faces significant challenges, including interoperability issues. We propose a concept for...
Ophthalmology Workflow Systems Integration Electronic Health Records Decision Support Systems, Clinical Artificial Intelligence Algorithms Humans
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Temporal Characterization and Visualization of Revolving Therapy-Events in Lung Cancer Patients.

Studies in health technology and informatics Aug 22, 2024
This paper presents a comprehensive workflow for integrating revolving events into the transitive sequential pattern mining (tSPM+) algorithm and Machine Learning for Health Outcomes (MLHO) framework, emphasizing best practices and pitfalls in its ap...
Workflow Data Mining Algorithms Lung Neoplasms Humans Machine Learning
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A Feasible Workflow for Retinal Vein Cannulation in Ex Vivo Porcine Eyes with Robotic Assistance.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2024
A potential Retinal Vein Occlusion (RVO) treatment involves Retinal Vein Cannulation (RVC), which requires the surgeon to insert a microneedle into the affected retinal vein and administer a clot-dissolving drug. This procedure presents significant c...
Animals Workflow Feasibility Studies Retinal Vein Catheterization Tomography, Optical Coherence Robotic Surgical Procedures Swine Robotics
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Integrating and Adopting AI in the Radiology Workflow: A Primer for Standards and Integrating the Healthcare Enterprise (IHE) Profiles.

Radiology Jun 1, 2024
The deployment of artificial intelligence (AI) solutions in radiology practice creates new demands on existing imaging workflow. Accommodating custom integrations creates a substantial operational and maintenance burden. These custom integrations als...
Radiology Workflow Systems Integration Radiology Information Systems Artificial Intelligence
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Collaborative and privacy-enhancing workflows on a clinical data warehouse: an example developing natural language processing pipelines to detect medical conditions.

Journal of the American Medical Informatics Association : JAMIA May 20, 2024
OBJECTIVE: To develop and validate a natural language processing (NLP) pipeline that detects 18 conditions in French clinical notes, including 16 comorbidities of the Charlson index, while exploring a collaborative and privacy-enhancing workflow.
Data Warehousing Confidentiality France Humans Electronic Health Records Natural Language Processing Workflow Machine Learning Algorithms
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Artificial intelligence-powered optimization of KI-67 assessment in breast cancer: enhancing precision and workflow efficiency. a literature review.

JPMA. The Journal of the Pakistan Medical Association Apr 1, 2024
Breast Cancer (BC) has evolved from traditional morphological analysis to molecular profiling, identifying new subtypes. Ki-67, a prognostic biomarker, helps classify subtypes and guide chemotherapy decisions. This review explores how artificial inte...
Ki-67 Antigen Biomarkers, Tumor Workflow Humans Female Breast Neoplasms Artificial Intelligence
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MotGen: a closed-loop bacterial motility control framework using generative adversarial networks.

Bioinformatics (Oxford, England) Mar 29, 2024
MOTIVATION: Many organisms' survival and behavior hinge on their responses to environmental signals. While research on bacteria-directed therapeutic agents has increased, systematic exploration of real-time modulation of bacterial motility remains li...
Cell Tracking Bacteria Workflow Machine Learning Image Processing, Computer-Assisted
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