AIMC Topic: Workflow

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Fully automated workflow for designing patient-specific orthopaedic implants: Application to total knee arthroplasty.

PloS one Jun 25, 2025
Background Osteoarthritis affects about 528 million people worldwide, causing pain and stiffness in the joints. Arthroplasty is commonly performed to treat joint osteoarthritis, reducing pain and improving mobility. Nevertheless, a significant share ...
Femur Knee Prosthesis Arthroplasty, Replacement, Knee Tibia Neural Networks, Computer Humans Tomography, X-Ray Computed Workflow Female Prosthesis Design
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Technology Integration to Support Nurses in an "Inpatient Room of the Future": Qualitative Analysis.

Journal of medical Internet research Jun 16, 2025
BACKGROUND: The design and integration of technology within inpatient hospital rooms has a critical role in supporting nursing workflows, enhancing provider experience, and improving patient care. As health care technology evolves, there is a need to...
Humans Qualitative Research Inpatients Nursing Staff, Hospital Workflow Patients' Rooms Focus Groups
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Surgeons versus computer vision: a comparative analysis on surgical phase recognition capabilities.

International journal of computer assisted radiology and surgery May 31, 2025
PURPOSE: Automated surgical phase recognition (SPR) uses artificial intelligence (AI) to segment the surgical workflow into its key events, functioning as a building block for efficient video review, surgical education as well as skill assessment. Pr...
Nephrectomy Robotic Surgical Procedures Workflow Video Recording Surgeons Humans Clinical Competence Artificial Intelligence
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A robust multiplex-DIA workflow profiles protein turnover regulations associated with cisplatin resistance and aneuploidy.

Nature communications May 30, 2025
Quantifying protein turnover is fundamental to understanding cellular processes and advancing drug discovery. Multiplex-DIA mass spectrometry (MS), combined with dynamic SILAC labeling (pulse-SILAC, or pSILAC) reliably measures protein turnover and d...
Humans Machine Learning Proteomics Drug Resistance, Neoplasm Proteome Proteolysis Cisplatin Cell Line, Tumor Mitochondria Isotope Labeling Mass Spectrometry Aneuploidy Workflow
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Early operative difficulty assessment in laparoscopic cholecystectomy via snapshot-centric video analysis.

International journal of computer assisted radiology and surgery Apr 21, 2025
PURPOSE: Laparoscopic cholecystectomy (LC) operative difficulty (LCOD) is highly variable and influences outcomes. Despite extensive LC studies in surgical workflow analysis, limited efforts explore LCOD using intraoperative video data. Early recogni...
Cholecystectomy, Laparoscopic Humans Workflow Video Recording Deep Learning
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Use of Open-Source Large Language Models for Automatic Synthesis of the Entire Imaging Medical Records of Patients: A Feasibility Study.

Tomography (Ann Arbor, Mich.) Apr 16, 2025
BACKGROUND/OBJECTIVES: Reviewing the entire history of imaging exams of a single patient's records is an essential step in clinical practice, but it is time and resource consuming, with potential negative effects on workflow and on the quality of med...
Workflow Feasibility Studies Programming Languages Natural Language Processing Diagnostic Imaging Humans Radiology Information Systems Electronic Health Records Large Language Models
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Video-based multi-target multi-camera tracking for postoperative phase recognition.

International journal of computer assisted radiology and surgery Apr 12, 2025
PURPOSE: Deep learning methods are commonly used to generate context understanding to support surgeons and medical professionals. By expanding the current focus beyond the operating room (OR) to postoperative workflows, new forms of assistance are po...
Deep Learning Postoperative Care Workflow Humans Video Recording Postoperative Period
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μGlia-Flow, an automatic workflow for microglia segmentation and classification.

Journal of neuroscience methods Apr 10, 2025
BACKGROUND: Microglia are important immune cells in the central nervous system, playing a key role in various pathological processes. The morphological diversity of microglia is closely linked to the development of brain diseases, yet accurate segmen...
Algorithms Animals Deep Learning Image Processing, Computer-Assisted Microglia Workflow
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Prompting large language models to extract chemical‒disease relation precisely and comprehensively at the document level: an evaluation study.

PloS one Apr 8, 2025
Given the scarcity of annotated data, current deep learning methods face challenges in the field of document-level chemical-disease relation extraction, making it difficult to achieve precise relation extraction capable of identifying relation types ...
Workflow Deep Learning Humans Data Mining Language Large Language Models Natural Language Processing
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AI as a decision support tool in forensic image analysis: A pilot study on integrating large language models into crime scene investigation workflows.

Journal of forensic sciences Apr 4, 2025
This study evaluates the effectiveness of artificial intelligence (AI) tools (ChatGPT-4, Claude, and Gemini) in forensic image analysis of crime scenes, marking a significant step toward developing bespoke AI models for forensic applications. The res...
Workflow Forensic Sciences Large Language Models Pilot Projects Humans Image Processing, Computer-Assisted Artificial Intelligence Decision Support Techniques
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