Publications by authors named "Matthieu J C M Rutten"

Objectives: The assessment of lumbar central canal stenosis (LCCS) is crucial for diagnosing and planning treatment for patients with low back pain and neurogenic pain. However, manual assessment methods are time-consuming, variable, and require axial MRIs. The aim of this study is to develop and validate an AI-based model that automatically classifies LCCS using sagittal T2-weighted MRIs.

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  • This study aimed to independently validate commercial AI products for predicting bone age using hand radiographs and detecting lung nodules on chest radiographs.
  • Two AI algorithms for bone age prediction demonstrated a strong correlation with expert readers, while no significant differences in performance were found between AI and human readers.
  • Four AI algorithms for lung nodule detection outperformed human readers, indicating potential advantages of using AI in this area, while others did not show a notable difference in performance.
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Objectives: To map the clinical use of CE-marked artificial intelligence (AI)-based software in radiology departments in the Netherlands (n = 69) between 2020 and 2022.

Materials And Methods: Our AI network (one radiologist or AI representative per Dutch hospital organization) received a questionnaire each spring from 2020 to 2022 about AI product usage, financing, and obstacles to adoption. Products that were not listed on www.

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Unlabelled: Surgeons often prefer to use a tourniquet during minor procedures, such as carpal tunnel release (CTR) or trigger finger release (TFR). Besides the possible discomfort for the patient, the effect of tourniquet use on long-term results and complications is unknown. Our primary aim was to compare the patient-reported outcomes 1 year after CTR or TFR under local anesthesia with or without tourniquet.

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Background: Limited evidence is available on the clinical impact of artificial intelligence (AI) in radiology. Early health technology assessment (HTA) is a methodology to assess the potential value of an innovation at an early stage. We use early HTA to evaluate the potential value of AI software in radiology.

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Objectives: Over 2500 percutaneous transhepatic cholangiography and biliary drainage (PTCD) procedures are yearly performed in the Netherlands. Most interventions are performed for treatment of biliary obstruction following unsuccessful endoscopic biliary cannulation. Our aim was to evaluate complication rates and risk factors for complications in PTCD patients after failed ERCP.

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Since the introduction of artificial intelligence (AI) in radiology, the promise has been that it will improve health care and reduce costs. Has AI been able to fulfill that promise? We describe six clinical objectives that can be supported by AI: a more efficient workflow, shortened reading time, a reduction of dose and contrast agents, earlier detection of disease, improved diagnostic accuracy and more personalized diagnostics. We provide examples of use cases including the available scientific evidence for its impact based on a hierarchical model of efficacy.

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Objectives: Map the current landscape of commercially available artificial intelligence (AI) software for radiology and review the availability of their scientific evidence.

Methods: We created an online overview of CE-marked AI software products for clinical radiology based on vendor-supplied product specifications ( www.aiforradiology.

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  • From 2011 to 2016, a study observed 376,519 women who underwent biennial mammography, focusing on high-risk breast lesions identified through core needle biopsy (CNB).
  • The percentage of women getting CNB after being recalled remained constant, but the rate of high-risk lesions found through CNB rose significantly from 3.2% to 9.5%.
  • Although the number of high-risk lesions being surgically excised increased, the proportion of those excisions revealing cancer remained stable, indicating many women underwent surgery despite benign outcomes.
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Objectives: To determine the effect of computer-aided-detection (CAD) software for automated breast ultrasound (ABUS) on reading time (RT) and performance in screening for breast cancer.

Material And Methods: Unilateral ABUS examinations of 120 women with dense breasts were randomly selected from a multi-institutional archive of cases including 30 malignant (20/30 mammography-occult), 30 benign, and 60 normal cases with histopathological verification or ≥ 2 years of negative follow-up. Eight radiologists read once with (CAD-ABUS) and once without CAD (ABUS) with > 8 weeks between reading sessions.

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Purpose To evaluate a multimodal surveillance regimen including yearly full-field digital (FFD) mammography, dynamic contrast agent-enhanced (DCE) magnetic resonance (MR) imaging, and biannual automated breast (AB) ultrasonography (US) in women with BRCA1 and BRCA2 mutations. Materials and Methods This prospective multicenter trial enrolled 296 carriers of the BRCA mutation (153 BRCA1 and 128 BRCA2 carriers, and 15 women with first-degree untested relatives) between September 2010 and November 2012, with follow-up until November 2015. Participants underwent 2 years of intensified surveillance including biannual AB US, and routine yearly DCE MR imaging and FFD mammography.

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  • A study evaluated trends in pediatric CT scan usage in The Netherlands from 1990 to 2012, using data from hospitals that performed over 10 annual scans.
  • There was a significant increase in the estimated annual number of pediatric CT scans, rising from 7,731 in 1990 to 26,023 in 2012, with 70% focused on head and necks.
  • The growth was particularly notable in general hospitals with fewer than 500 beds and among children aged 10 and older, highlighting a threefold increase in CT scans in two decades.
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Background: Ultrasound is an effective tool for breast cancer diagnosis. However, its relatively low image quality makes small lesion analysis challenging. This promotes the development of tools to help clinicians in the diagnosis.

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  • Splenosis is a benign condition involving the auto-transplantation of splenic tissue that can occur after splenic trauma or removal (splenectomy) and is often found incidentally during medical examinations.
  • It is usually asymptomatic, but treatment may be necessary for symptoms like abdominal pain or bleeding, and it can sometimes be mistaken for malignant diseases in imaging tests.
  • The paper also discusses two case studies of splenosis and emphasizes the importance of patient history for proper diagnosis, recommending scintigraphy using (99m) Technetium-labelled heat-denatured erythrocytes as an effective diagnostic tool.
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Introduction: In most breast screening programmes screen-film mammography (SFM) has been replaced by full-field digital mammography (FFDM). We compared interval cancer characteristics at SFM and FFDM screening mammography.

Patients And Methods: We included all 297 screen-detected and 104 interval cancers in 60,770 SFM examinations and 427 screen-detected and 124 interval cancers in 63,182 FFDM examinations, in women screened in the period 2008-2010.

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  • Concerns have arisen about breast implants from PIP due to their risk of rupture and potential toxic materials.
  • MRI is the most effective method for detecting breast implant ruptures, but its high cost necessitates careful use.
  • The text evaluates different imaging techniques (mammography, ultrasound, CT, and MRI) for detecting ruptures and offers a diagnostic approach aimed at lowering healthcare costs.
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Objective: The purpose of this study is to reduce the administered contrast medium volume in abdominal CTA by using a test bolus injection, with the preservation of adequate quantitative and qualitative vessel enhancement.

Study Design: For this technical efficacy study 30 patients, who were referred for a CTA examination of the abdominal aorta, were included. Randomly 15 patients were assigned to undergo a multiphasic injection protocol and received 89 mL of contrast medium (Optiray 350) (protocol I).

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Purpose: The purpose of this study was to determine if with a multiphasic injection technique the administered amount of contrast medium for abdominal computerized tomographic angiography (CTA) can be decreased, whilst improving CT image quality.

Materials And Methods: In 30 patients a multiphasic injection method was compared to the standard uniphasic contrast medium injection protocol. Fifteen patients underwent abdominal CTA with a standard uniphasic injection protocol (protocol I) receiving 100mL of a non-ionic radiopaque contrast agent (Ioversol).

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  • 3-D ultrasound scans the entire breast automatically, allowing for comprehensive data collection.
  • It reduces the subjectivity found in traditional ultrasound methods, making reviews and follow-ups more reliable.
  • This technique could be integrated into regular radiology and may be beneficial for breast cancer screening programs.
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There is a growing interest in the application of ultrasound (US) guidance for diagnostic and therapeutic joint injections. US provides direct visualization of soft tissues and the outer borders of bony structures. With real-time needle guidance the success rate of intra-articular injections improves and iatrogenic damage to anatomic structures can be avoided.

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Objective: Ultrasound of the rotator cuff is considered to be operator-dependent with its accuracy being related to the operator's level of experience. This study was conducted to test the hypothesis that ultrasound performed by operators with different levels of experience will give nonreproducible results.

Subjects And Methods: Two radiologists, one general radiologist with no experience in musculoskeletal ultrasound and one experienced musculoskeletal radiologist, independently performed ultrasound on 200 shoulders in 183 consecutive patients.

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We present a case report and literature review of the ultrasound (US) and magentic resonance imaging (MRI) features of an intratendinous ganglion originating from the long head of the biceps tendon. Intratendinous ganglia are very rare entities and intratendinous ganglion of the long head of the biceps tendon has only been described once. To the best of our knowledge, this is the first case report presenting the sonographic features of an intratendinous ganglion originating from the long head of the biceps tendon.

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Purpose: To prospectively assess the frequency of abnormal sonographic findings in patients with posttraumatic shoulder pain and/or disability in whom ultrasound (US) was not considered and to assess the effect of sonographic findings on working diagnosis and therapeutic strategy, to analyze the possible role of US in the diagnostic workup of these patients.

Methods: A survey was performed under general practitioners and orthopedic surgeons. They were requested to refer patients with persistent posttraumatic complaints for an US examination of the shoulder and to fill out a questionnaire concerning working diagnosis and therapy.

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  • The study aimed to assess whether additional MRI scans are necessary after ultrasound for patients with shoulder pain and to compare the effectiveness of both imaging techniques in identifying rotator cuff tears.
  • Over 5,200 patients had ultrasounds, and of those, only 5.2% went on to have an MRI due to concerns about their shoulder condition; 68 patients subsequently underwent surgery.
  • Both ultrasound and MRI showed high accuracy for detecting full-thickness rotator cuff tears, but ultrasound was slightly better for partial-thickness tears, with no significant difference in overall performance between the two methods.
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