AIMC Topic: Clinical Protocols

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A Natural Language Processing-based Model to Automate MRI Brain Protocol Selection and Prioritization.

Academic radiology Nov 23, 2016
RATIONALE AND OBJECTIVES: Incorrect imaging protocol selection can contribute to increased healthcare cost and waste. To help healthcare providers improve the quality and safety of medical imaging services, we developed and evaluated three natural la...
Feasibility Studies Patient Selection Magnetic Resonance Imaging Natural Language Processing Health Priorities Brain Diseases Clinical Protocols Sensitivity and Specificity Male Middle Aged Support Vector Machine Retrospective Studies Female Humans Algorithms
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Evaluation of the effectiveness of robotic gait training and gait-focused physical therapy programs for children and youth with cerebral palsy: a mixed methods RCT.

BMC neurology Jun 2, 2016
BACKGROUND: Robot assisted gait training (RAGT) is considered to be a promising approach for improving gait-related gross motor function of children and youth with cerebral palsy. However, RAGT has yet to be empirically demonstrated to be effective. ...
Female Male Qualitative Research Adolescent Research Design Prospective Studies Robotics Outcome Assessment, Health Care Humans Child, Preschool Exercise Therapy Cerebral Palsy Child Gait Disorders, Neurologic Neurological Rehabilitation Clinical Protocols
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Characterization of the Context of Drug Concepts in Research Protocols: An Empiric Study to Guide Ontology Development.

AMIA ... Annual Symposium proceedings. AMIA Symposium Nov 5, 2015
We examined a large body of research study documents (protocols) to identify mentions of drug concepts and established base concepts and roles needed to characterize the semantics of these instances. We found these concepts in three general situation...
Drug Therapy, Computer-Assisted Semantics Pharmaceutical Preparations Humans Biological Ontologies Clinical Protocols Information Storage and Retrieval Decision Support Systems, Clinical
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Development and Evaluation of an Automated Protocol Recommendation System for Chest CT Using Natural Language Processing With CLEVER Terminology Word Replacement.

Canadian Association of Radiologists journal = Journal l'Association canadienne des radiologistes May 1, 2025
To evaluate the clinical performance of a Protocol Recommendation System (PRS) automatic protocolling of chest CT imaging requests. 322 387 consecutive historical imaging requests for chest CT between 2017 and 2022 were extracted from a radiology i...
Humans Tomography, X-Ray Computed Terminology as Topic Radiology Information Systems Male Female Radiography, Thoracic Natural Language Processing Reproducibility of Results Clinical Protocols
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Analysis of eligibility criteria clusters based on large language models for clinical trial design.

Journal of the American Medical Informatics Association : JAMIA Mar 1, 2025
OBJECTIVES: Clinical trials (CTs) are essential for improving patient care by evaluating new treatments' safety and efficacy. A key component in CT protocols is the study population defined by the eligibility criteria. This study aims to evaluate the...
Cluster Analysis Natural Language Processing Humans Research Design Eligibility Determination Large Language Models Clinical Protocols Patient Selection Clinical Trials as Topic
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Concepts in creating an evidence-based anesthetic protocol for robot-assisted laparoscopic pelvic surgery.

The Journal of medical practice management : MPM Jan 1, 2015
BACKGROUND: Robotic-assisted surgery has increased in popularity in recent years. Benefits have been observed for both the patient and hospital system as the technology shifts surgery from the open to the laparoscopic arena. Some of the advantages of...
Clinical Protocols Robotics Laparoscopy Humans Evidence-Based Medicine Surgery, Computer-Assisted Patient Safety Patient Positioning Anesthesia Perioperative Care
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