AIMC Topic: Workflow

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Imagine there is no paperwork… it's easy if you try.

The British journal of radiology Mar 28, 2024
Artificial Intelligence (AI) applied to radiology is so vast that it provides applications ranging from becoming a complete replacement for radiologists (a potential threat) to an efficient paperwork-saving time assistant (an evident strength). Nowad...
Humans Artificial Intelligence Workload Workflow Radiology Radiologists
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A deep-learning workflow to predict upper tract urothelial carcinoma protein-based subtypes from H&E slides supporting the prioritization of patients for molecular testing.

The journal of pathology. Clinical research Mar 1, 2024
Upper tract urothelial carcinoma (UTUC) is a rare and aggressive, yet understudied, urothelial carcinoma (UC). The more frequent UC of the bladder comprises several molecular subtypes, associated with different targeted therapies and overlapping with...
Urologic Neoplasms Urinary Bladder Neoplasms B7-H1 Antigen Molecular Diagnostic Techniques Workflow Carcinoma, Transitional Cell Artificial Intelligence Retrospective Studies Biomarkers, Tumor Deep Learning Humans
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Complete Digital Workflow for Fabricating an Occlusal Device Using Artificial Intelligence- Powered Design Software and Additive Manufacturing: A Dental Method.

The International journal of prosthodontics Feb 21, 2024
Artificial intelligence (AI) has been expanding into areas that were thought to be reserved for human experts and has a tremendous potential to improve patient care and revolutionize the healthcare field. Recently launched AI-powered dental design so...
Workflow Dental Prosthesis Design Occlusal Splints Software Computer-Aided Design Humans Artificial Intelligence
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Automating the Detection of IV Fluid Contamination Using Unsupervised Machine Learning.

Clinical chemistry Feb 7, 2024
BACKGROUND: Intravenous (IV) fluid contamination is a common cause of preanalytical error that can delay or misguide treatment decisions, leading to patient harm. Current approaches for detecting contamination rely on delta checks, which require a pr...
Workflow Unsupervised Machine Learning Predictive Value of Tests Humans
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A Five-Step Workflow to Manually Annotate Unstructured Data into Training Dataset for Natural Language Processing.

Studies in health technology and informatics Jan 25, 2024
Natural Language Processing (NLP) is a powerful technique for extracting valuable information from unstructured electronic health records (EHRs). However, a prerequisite for NLP is the availability of high-quality annotated datasets. To date, there i...
Natural Language Processing Workflow Humans Aged Australia Algorithms Electronic Health Records
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Research on workflow recognition for liver rupture repair surgery.

Mathematical biosciences and engineering : MBE Jan 3, 2024
Liver rupture repair surgery serves as one tool to treat liver rupture, especially beneficial for cases of mild liver rupture hemorrhage. Liver rupture can catalyze critical conditions such as hemorrhage and shock. Surgical workflow recognition in li...
Hemorrhage Liver Workflow Humans Neural Networks, Computer Computer Simulation
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Clinician Perceptions of Generative Artificial Intelligence Tools and Clinical Workflows: Potential Uses, Motivations for Adoption, and Sentiments on Impact.

AMIA ... Annual Symposium proceedings. AMIA Symposium Jan 1, 2024
Successful integration of Generative Artificial Intelligence (AI) into healthcare requires understanding of health professionals' perspectives, ideally through data-driven approaches. In this study, we use a semi-structured survey and mixed methods a...
Generative Artificial Intelligence Workflow Humans Artificial Intelligence Surveys and Questionnaires Attitude of Health Personnel
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Integrating AI into Clinical Workflows: A Simulation Study on Implementing AI-aided Same-day Diagnostic Testing Following an Abnormal Screening Mammogram.

AMIA ... Annual Symposium proceedings. AMIA Symposium Jan 1, 2024
Artificial intelligence (AI) shows promise in clinical tasks, yet its integration into workflows remains underexplored. This study proposes an AI-aided same-day diagnostic imaging workup to reduce recall rates following abnormal screening mammograms ...
Humans Artificial Intelligence Breast Neoplasms Mammography Workflow Computer Simulation Female
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The Future of MR-Guided Radiation Therapy.

Seminars in radiation oncology Jan 1, 2024
Magnetic resonance image guided radiation therapy (MRIgRT) is a relatively new technology that has already shown outcomes benefits but that has not yet reached its clinical potential. The improved soft-tissue contrast provided with MR, coupled with t...
Algorithms Magnetic Resonance Imaging Workflow Radiotherapy, Image-Guided Humans Artificial Intelligence
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Machine Learning for Analysis of Microscopy Images: A Practical Guide and Latest Trends.

Current protocols Jul 1, 2023
The explosive growth of Machine Learning provided scientists with insights into the data in the ways unattainable using established research techniques. It allowed the detection of biological features that were previously unrecognized and overlooked....
Microscopy Surveys and Questionnaires Workflow Neural Networks, Computer Machine Learning
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