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Fine-Tuned Large Language Model for Extracting Patients on Pretreatment for Lung Cancer from a Picture Archiving and Communication System Based on Radiological Reports
This study aimed to investigate the performance of a fine-tuned large language model (LLM) in extracting patients on pretreatment for lung cancer...
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Efficient Collaboration Between Radiologists Using the PACS-Integrated Refer Function to Reduce Communication Times
The purpose of this study was to assess the utility of a picture archiving and communication systems (PACS)-integrated refer function for improving...
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Investigating the satisfaction level of physicians in regards to implementing medical Picture Archiving and Communication System (PACS)
BackgroundUser satisfaction with PACS is considered as one of the important criteria for assessing success in using PACS. The objective of this study...
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Assessing Available Open-Source PACS Options
Medical imaging technology is producing a growing number of medical images types as well as patient-related information. The benefits of using modern...
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Patient Identification Based on Deep Metric Learning for Preventing Human Errors in Follow-up X-Ray Examinations
Biological fingerprints extracted from clinical images can be used for patient identity verification to determine misfiled clinical images in picture...
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Histopathological Image Deep Feature Representation for CBIR in Smart PACS
Pathological Anatomy is moving toward computerizing processes mainly due to the extensive digitization of histology slides that resulted in the...
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PACS downtime drill: testing departmental workflow with an enterprise imaging viewer and archive
In today’s workflow, radiologists rely on the picture archiving and communication system (PACS) to view images. Unplanned downtime causes significant...
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Digital hands-on learning in radiology—design and evaluation of a PACS-based concept for medical students
BackgroundThe reorganization of the medical curriculum has increased the demands on medical didactics. For interdisciplinary fields such as radiology...
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Patient Identity Management Maturity Model (PIM3) for Imaging Information Technology Systems
In Consolidated Enterprises, there are often more than one set of patient identities or some amount of historic records, such as imaging exams that...
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Effect of Implementation of Picture Archiving and Communication System on Radiologist Reporting Time and Utilization of Radiology Services: A Case Study in Iran
We aimed to determine the effect of PACS implementation on the radiologist reporting time and utilization of radiology services in a hospital in...
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Statement of the Italian Association of Medical Physics (AIFM) task group on radiation dose monitoring systems
The evaluation of radiation burden in vivo is crucial in modern radiology as stated also in the European Directive 2013/59/Euratom—Basic Safety...
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Validation of scoring systems for the prediction of complicated appendicitis in adults using clinical and computed tomographic findings
ObjectivesThe study aimed to evaluate scoring systems for predicting complicated appendicitis in adults diagnosed with acute appendicitis on computed...
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Radiologists should use the hip-knee-ankle angle rather than the mechanical axis deviation to describe knee alignment
ObjectivePreoperative and postoperative coronal knee alignment is an important predictor of total knee arthroplasty (TKA) failure. Radiologists often...
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Challenges of Implementing Picture Archiving and Communication System in Multiple Hospitals: Perspectives of Involved Staff and Users
Today, despite the advantages of the PACS system, its implementation in some healthcare organizations faces many challenges. One of the important...
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Spontaneous shunt independence in paediatric tumour-related hydrocephalus: case series and review of the literature
PurposeHydrocephalus is commonly associated with paediatric posterior fossa tumours and their resection. This is commonly managed by...
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A novel practical method to predict anterior cruciate ligament hamstring graft size using preoperative MRI
BackgroundPredicting hamstring graft size preoperatively for anterior cruciate ligament (ACL) reconstruction is important for preempting an...
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Radiological age assessment based on clavicle ossification in CT: enhanced accuracy through deep learning
BackgroundRadiological age assessment using reference studies is inherently limited in accuracy due to a finite number of assignable skeletal...
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Safety and efficacy of tract embolization using gelatin sponge particles in reducing pneumothorax after CT-guided percutaneous lung biopsy in patients with emphysema
BackgroundThe incidence of pneumothorax is higher in patients with emphysema who undergo percutaneous lung biopsy. Needle embolization has been shown...
