Jannis Bodden
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View article: The Expertise Paradox: Who Benefits from LLM-Assisted Brain MRI Differential Diagnosis?
The Expertise Paradox: Who Benefits from LLM-Assisted Brain MRI Differential Diagnosis? Open
Purpose To evaluate how reader experience influences the diagnostic benefit from LLM assistance in brain MRI differential diagnosis. Materials and Methods Neuroradiologists (n = 4), radiology residents (n = 4), and neurology/neurosurgery r…
View article: Evaluating large language model-generated brain MRI protocols: performance of GPT4o, o3-mini, DeepSeek-R1 and Qwen2.5-72B
Evaluating large language model-generated brain MRI protocols: performance of GPT4o, o3-mini, DeepSeek-R1 and Qwen2.5-72B Open
Objectives To evaluate the potential of LLMs to generate sequence-level brain MRI protocols. Materials and methods This retrospective study employed a dataset of 150 brain MRI cases derived from local imaging request forms. Reference proto…
View article: Middle Meningeal Artery Embolization for the Treatment of Chronic Subdural Hematomas—a German Nationwide Multi-center Study On 718 Embolizations
Middle Meningeal Artery Embolization for the Treatment of Chronic Subdural Hematomas—a German Nationwide Multi-center Study On 718 Embolizations Open
Background Embolization of the middle meningeal artery (EMMA) is a promising novel technique for the treatment of patients with chronic subdural hematomas (cSDH). Methods After a nationwide query in Germany, patients with cSDH, treated wit…
View article: Evaluating Large Language Model-Generated Brain MRI Protocols: Performance of GPT4o, o3-mini, DeepSeek-R1 and Qwen2.5-72B
Evaluating Large Language Model-Generated Brain MRI Protocols: Performance of GPT4o, o3-mini, DeepSeek-R1 and Qwen2.5-72B Open
Purpose To evaluate the potential of LLMs to generate sequence-level brain MRI protocols. Methods A dataset of 150 brain MRI cases was derived from imaging request forms obtained from the local institution. For each case, a reference MRI p…
View article: Dark-field chest radiography signal characteristics in inspiration and expiration in healthy and emphysematous subjects
Dark-field chest radiography signal characteristics in inspiration and expiration in healthy and emphysematous subjects Open
View article: Automation bias in AI-assisted detection of cerebral aneurysms on time-of-flight MR angiography
Automation bias in AI-assisted detection of cerebral aneurysms on time-of-flight MR angiography Open
View article: Opportunistic osteoporosis screening in intraoperative CT can accurately identify patients with low volumetric bone mineral density and osteoporosis during spine surgery
Opportunistic osteoporosis screening in intraoperative CT can accurately identify patients with low volumetric bone mineral density and osteoporosis during spine surgery Open
Purpose To evaluate the accuracy of opportunistic measurements of volumetric bone mineral density (vBMD) in intraoperative multi-detector CT (MDCT) scans, using preoperative MDCT as the reference. Methods This retrospective, single-center …
View article: Cervicothoracic volumetric bone mineral density assessed by opportunistic QCT may be a reliable marker for osteoporosis in adults
Cervicothoracic volumetric bone mineral density assessed by opportunistic QCT may be a reliable marker for osteoporosis in adults Open
Cervicothoracic vBMD may allow for determination of osteoporosis and prediction of VFs.
View article: Reproducibility of CT-based opportunistic vertebral volumetric bone mineral density measurements from an automated segmentation framework
Reproducibility of CT-based opportunistic vertebral volumetric bone mineral density measurements from an automated segmentation framework Open
View article: Musculoskeletal spine modeling in large patient cohorts: how morphological individualization affects lumbar load estimation
Musculoskeletal spine modeling in large patient cohorts: how morphological individualization affects lumbar load estimation Open
Introduction: Achieving an adequate level of detail is a crucial part of any modeling process. Thus, oversimplification of complex systems can lead to overestimation, underestimation, and general bias of effects, while elaborate models run…
View article: Automation Bias in AI-Assisted Detection of Cerebral Aneurysms on Time-of-Flight MR-Angiography
Automation Bias in AI-Assisted Detection of Cerebral Aneurysms on Time-of-Flight MR-Angiography Open
Background AI systems have the potential to support in detecting cerebral aneurysms. Yet, the role of automation bias (inclination of humans to overly rely on automated decision-making systems) in AI-assisted cerebral aneurysm detection re…
View article: Endovascular thrombectomy is cost-saving in patients with acute ischemic stroke with large infarct
Endovascular thrombectomy is cost-saving in patients with acute ischemic stroke with large infarct Open
Objective Endovascular thrombectomy (EVT) is the standard of care for acute large vessel occlusion stroke. Recently, the ANGEL-ASPECT and SELECT 2 trials showed improved outcomes in patients with acute ischemic Stroke presenting with large…
View article: Sex differences and age-related changes in vertebral body volume and volumetric bone mineral density at the thoracolumbar spine using opportunistic QCT
Sex differences and age-related changes in vertebral body volume and volumetric bone mineral density at the thoracolumbar spine using opportunistic QCT Open
Objectives To quantitatively investigate the age- and sex-related longitudinal changes in trabecular volumetric bone mineral density (vBMD) and vertebral body volume at the thoracolumbar spine in adults. Methods We retrospectively included…
View article: Detection of caries lesions using a water-sensitive STIR sequence in dental MRI
Detection of caries lesions using a water-sensitive STIR sequence in dental MRI Open
View article: Endovascular therapy for cerebral vasospasm after aneurysmal subarachnoid hemorrhage: Single-center experience in a high-volume neurovascular unit
Endovascular therapy for cerebral vasospasm after aneurysmal subarachnoid hemorrhage: Single-center experience in a high-volume neurovascular unit Open
View article: Clinical outcome and complications after endovascular vasospasmolysis in patients with aneurysmal subarachnoid hemorrhage
Clinical outcome and complications after endovascular vasospasmolysis in patients with aneurysmal subarachnoid hemorrhage Open
View article: Long-term reproducibility of opportunistically assessed vertebral bone mineral density and texture features in routine clinical multi-detector computed tomography using an automated segmentation framework
Long-term reproducibility of opportunistically assessed vertebral bone mineral density and texture features in routine clinical multi-detector computed tomography using an automated segmentation framework Open
Opportunistic assessment of texture features in a single scanner environment using the presented CNN-based framework yields substantial reproducibility, outperforming vBMD reproducibility. Lowest scan-rescan variability was found for highe…
View article: Cost-effectiveness of opportunistic QCT-based osteoporosis screening for the prediction of incident vertebral fractures
Cost-effectiveness of opportunistic QCT-based osteoporosis screening for the prediction of incident vertebral fractures Open
Objectives Opportunistic quantitative computed tomography (oQCT) derived from non-dedicated routine CT has demonstrated high accuracy in diagnosing osteoporosis and predicting incident vertebral fractures (VFs). We aimed to investigate the…
View article: Incidental vertebral fracture prediction using neuronal network-based automatic spine segmentation and volumetric bone mineral density extraction from routine clinical CT scans
Incidental vertebral fracture prediction using neuronal network-based automatic spine segmentation and volumetric bone mineral density extraction from routine clinical CT scans Open
Objectives To investigate vertebral osteoporotic fracture (VF) prediction by automatically extracted trabecular volumetric bone mineral density (vBMD) from routine CT, and to compare the model with fracture prevalence-based prediction mode…
View article: Dark-Field Chest Radiography Outperforms Conventional Chest Radiography for the Diagnosis and Staging of Pulmonary Emphysema
Dark-Field Chest Radiography Outperforms Conventional Chest Radiography for the Diagnosis and Staging of Pulmonary Emphysema Open
Objectives Dark-field chest radiography (dfCXR) has recently reached clinical trials. Here we compare dfCXR to conventional radiography for the detection and staging of pulmonary emphysema. Materials and Methods Subjects were included afte…
View article: Endovascular thrombectomy is cost-effective in acute basilar artery occlusion stroke
Endovascular thrombectomy is cost-effective in acute basilar artery occlusion stroke Open
Objective Endovascular thrombectomy is a long-established therapy for acute basilar artery occlusion (aBAO). Unlike for anterior circulation stroke, cost-effectiveness of endovascular treatment has not been evaluated and is urgently needed…
View article: Multibody Models of the Thoracolumbar Spine: A Review on Applications, Limitations, and Challenges
Multibody Models of the Thoracolumbar Spine: A Review on Applications, Limitations, and Challenges Open
Numerical models of the musculoskeletal system as investigative tools are an integral part of biomechanical and clinical research. While finite element modeling is primarily suitable for the examination of deformation states and internal s…
View article: On the Informative Value of Individualization in Musculoskeletal Modeling of the Spine
On the Informative Value of Individualization in Musculoskeletal Modeling of the Spine Open
View article: Diagnosis of joint invasion in patients with malignant bone tumors: value and reproducibility of direct and indirect signs on MR imaging
Diagnosis of joint invasion in patients with malignant bone tumors: value and reproducibility of direct and indirect signs on MR imaging Open
Objectives To evaluate the performance and reproducibility of MR imaging features in the diagnosis of joint invasion (JI) by malignant bone tumors. Methods MR images of patients with and without JI ( n = 24 each), who underwent surgical re…
View article: Dark-field chest x-ray imaging: first experience in patients with alpha1-antitrypsin deficiency
Dark-field chest x-ray imaging: first experience in patients with alpha1-antitrypsin deficiency Open
View article: Lung nodule detection in chest X-rays using synthetic ground-truth data comparing CNN-based diagnosis to human performance
Lung nodule detection in chest X-rays using synthetic ground-truth data comparing CNN-based diagnosis to human performance Open
View article: Opioid users show worse baseline knee osteoarthritis and faster progression of degenerative changes: a retrospective case-control study based on data from the Osteoarthritis Initiative (OAI)
Opioid users show worse baseline knee osteoarthritis and faster progression of degenerative changes: a retrospective case-control study based on data from the Osteoarthritis Initiative (OAI) Open
View article: Annual Meeting Abstracts of the German Society of Skeletal Radiology (DGMSR) 2021, April 23 – 24, Berlin/ Germany
Annual Meeting Abstracts of the German Society of Skeletal Radiology (DGMSR) 2021, April 23 – 24, Berlin/ Germany Open
View article: Joint‐adjacent Adipose Tissue by <scp>MRI</scp> is Associated With Prevalence and Progression of Knee Degenerative Changes: Data from the Osteoarthritis Initiative
Joint‐adjacent Adipose Tissue by <span>MRI</span> is Associated With Prevalence and Progression of Knee Degenerative Changes: Data from the Osteoarthritis Initiative Open
Background Adipose tissue has recently gained interest as an independent imaging biomarker for osteoarthritis. Purpose To explore 1) cross‐sectional associations between local subcutaneous fat (SCF) thickness at the knee and the extent of …
View article: Photon-counting spectral basis component material decomposition for musculoskeletal radiographs
Photon-counting spectral basis component material decomposition for musculoskeletal radiographs Open
As a very fast and non-invasive examination, conventional X-ray radiography is well established as the first line diagnostic imaging method of the human bone system. While major bone injuries such as fractures and dislocations are usually …