AIMC Topic: Incidental Findings

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Recognition of types and frequency of incidental findings in cancer staging CT should be essential for future artificial intelligence development.

Clinical imaging Apr 8, 2023
Tomography, X-Ray Computed Neoplasms Neoplasm Staging Incidental Findings Humans Artificial Intelligence Retrospective Studies
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Incidental findings on CT scans for robot-assisted total joint arthroplasty.

ANZ journal of surgery Mar 27, 2023
INTRODUCTION: This study documented the incidence of incidental findings from preoperative computerized-tomography (CT) scans obtained for robotic-arm-assisted total joint arthroplasty (TJA) and its effect on patient management.
Knee Joint Arthroplasty, Replacement, Knee Arthroplasty, Replacement, Hip Incidental Findings Aged Tomography, X-Ray Computed Robotics Female Robotic Surgical Procedures Humans Retrospective Studies
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A Natural Language Processing and Machine Learning Approach to Identification of Incidental Radiology Findings in Trauma Patients Discharged from the Emergency Department.

Annals of emergency medicine Oct 31, 2022
STUDY OBJECTIVE: Patients undergoing diagnostic imaging studies in the emergency department (ED) commonly have incidental findings, which may represent unrecognized serious medical conditions, including cancer. Recognition of incidental findings freq...
Radiology Machine Learning Patient Discharge Retrospective Studies Incidental Findings Humans Natural Language Processing Emergency Service, Hospital
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Incidentalomas in chest CT.

The British journal of radiology May 5, 2022
Advances in imaging technology have dramatically increased the resolution of CT and improved detection of disease; these advances also have led to an increase in incidentalomas or incidental findings that often do not represent significant disease. I...
Artificial Intelligence Tomography, X-Ray Computed Neck Thoracic Wall Humans Incidental Findings Mediastinum
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Incidental finding of a congenital unilateral absence of the vas deferens during robotic inguinal hernia repair: missing a crucial landmark. A case report.

Acta chirurgica Belgica Feb 2, 2022
INTRODUCTION: We report on a case of congenital unilateral atresia of the vas deferens encountered during a robotic-assisted transabdominal preperitoneal (TAPP) inguinal hernia repair.
Laparoscopy Robotic Surgical Procedures Incidental Findings Herniorrhaphy Aged Male Robotics Hernia, Inguinal Vas Deferens Humans
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Automatic Detection of Thyroid and Adrenal Incidentals Using Radiology Reports and Deep Learning.

The Journal of surgical research May 18, 2021
BACKGROUND: Computed tomography (CT) is commonly performed when evaluating trauma patients with up to 55% showing incidental findings. Current workflows to identify and inform patients are time-consuming and prone to error. Our objective was to autom...
Deep Learning Thyroid Neoplasms Adrenal Gland Neoplasms Sensitivity and Specificity Clinical Decision Rules Retrospective Studies Male Tomography, X-Ray Computed Wounds and Injuries Middle Aged Female Humans Incidental Findings Aged Algorithms Adult
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Development and Validation of a Radiomics Model for Differentiating Bone Islands and Osteoblastic Bone Metastases at Abdominal CT.

Radiology Mar 30, 2021
Background It is important to diagnose sclerotic bone lesions in order to determine treatment strategy. Purpose To evaluate the diagnostic performance of a CT radiomics-based machine learning model for differentiating bone islands and osteoblastic bo...
Retrospective Studies Tomography, X-Ray Computed Humans Machine Learning Radiography, Abdominal Incidental Findings Osteosclerosis Male Contrast Media Republic of Korea Bone Neoplasms Female Diagnosis, Differential Aged
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A Web Application for Adrenal Incidentaloma Identification, Tracking, and Management Using Machine Learning.

Applied clinical informatics Sep 16, 2020
BACKGROUND: Incidental radiographic findings, such as adrenal nodules, are commonly identified in imaging studies and documented in radiology reports. However, patients with such findings frequently do not receive appropriate follow-up, partially due...
Incidental Findings Humans Adrenal Gland Diseases Machine Learning Internet Natural Language Processing Software Medical Informatics Databases, Factual Radiography Risk
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Thyroid Incidentalomas: Practice Considerations for Radiologists in the Age of Incidental Findings.

Radiologic clinics of North America Sep 14, 2020
Radiologists very frequently encounter incidental findings related to the thyroid gland. Given increases in imaging use over the past several decades, thyroid incidentalomas are increasingly encountered in clinical practice, and it is important for r...
Ultrasonography, Doppler Biopsy, Needle Incidental Findings Radiologists Practice Guidelines as Topic Immunohistochemistry Humans Magnetic Resonance Imaging Artificial Intelligence Diagnostic Imaging Positron Emission Tomography Computed Tomography Incidence Thyroid Nodule Clinical Decision-Making Thyroid Neoplasms United States Female Male
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Interactive NLP in Clinical Care: Identifying Incidental Findings in Radiology Reports.

Applied clinical informatics Sep 4, 2019
BACKGROUND: Despite advances in natural language processing (NLP), extracting information from clinical text is expensive. Interactive tools that are capable of easing the construction, review, and revision of NLP models can reduce this cost and impr...
Incidental Findings Radiology Data Mining Research Report Humans User-Computer Interface Natural Language Processing
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