Janis L. Vahldiek

Humboldt-Universität zu Berlin — Germany

Medicine · Health Sciences

14h-index1.4kcitations74works2.32yr avg
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Research Topics

Spondyloarthritis Studies and Treatments(19), Hepatocellular Carcinoma Treatment and Prognosis(17), Rheumatoid Arthritis Research and Therapies(17), Advanced X-ray and CT Imaging(10), Radiomics and Machine Learning in Medical Imaging(10)

Publications74 total

Utilisation de l’intelligence artificielle pour l’analyse d’IRM en rhumatologie
Revue du Rhumatisme·2025
Machine learning <i>vs</i> human experts: sacroiliitis analysis from the RAPID-axSpA and C-OPTIMISE phase 3 axSpA trials
Rheumatology Advances in Practice·2025· 2 citedOpen Access
Anatomy-centred deep learning improves generalisability and progression prediction in radiographic sacroiliitis detection
RMD Open·2024· 7 citedOpen Access
Incorporating Anatomical Awareness for Enhanced Generalizability and Progression Prediction in Deep Learning-Based Radiographic Sacroiliitis Detection
arXiv (Cornell University)·2024Open Access
Artificial intelligence to analyze magnetic resonance imaging in rheumatology
Joint Bone Spine·2023· 23 citedOpen Access
Beurteilung der Sakroiliitis mittels künstlicher Intelligenz – Fortschritte und Limitationen
Aktuelle Rheumatologie·2023
POS0896 ANALYSIS OF THE PERFORMANCE OF AN ARTIFICIAL INTELLIGENCE ALGORITHM FOR THE DETECTION OF RADIOGRAPHIC SACROILIITIS IN AN INDEPENDENT COHORT OF AXSPA PATIENTS INCLUDING BOTH NR-AXSPA AND R-AXSPA
Annals of the Rheumatic Diseases·2023· 2 citedOpen Access
Deep Learning Detects Changes Indicative of Axial Spondyloarthritis at MRI of Sacroiliac Joints
Radiology·2023· 13 cited
Dual center validation of deep learning for automated multi-label segmentation of thoracic anatomy in bedside chest radiographs
Computer Methods and Programs in Biomedicine·2023· 4 citedOpen Access
Three-dimensional assessment of vascular cooling effects on hepatic microwave ablation in a standardized ex vivo model
Scientific Reports·2022· 6 citedOpen Access
Deep Learning Detects Changes Indicative of Axial Spondyloarthritis at MRI of Sacroiliac Joints
Radiology·2022· 64 cited
OP0152 A DEEP LEARNING FRAMEWORK FOR MRI DETECTION OF ACTIVE INFLAMMATORY AND STRUCTURAL CHANGES IN THE SACROILIAC JOINT CONSISTENT WITH AXIAL SPONDYLOARTHRITIS: AN INTERNATIONAL COLLABORATIVE STUDY
Annals of the Rheumatic Diseases·2022Open Access
Cooling Effects Occur in Hepatic Microwave Ablation At Low Vascular Flow Rates and in Close Proximity to Liver Vessels – Ex Vivo
Surgical Innovation·2022· 3 cited
Successful treatment of severe COVID-19 pneumonia, a case series with simultaneous interleukin-1 and interleukin-6 blockade with 1-month follow-up
Therapeutic Advances in Musculoskeletal Disease·2022· 5 citedOpen Access
Do submillisievert-chest CT protocols impact diagnostic quality in suspected COVID-19 patients?
Acta Radiologica Open·2022· 4 citedOpen Access
Evaluation of potential tissue heating during percutaneous drill-assisted bone sampling in an in vivo porcine study
Skeletal Radiology·2021· 3 citedOpen Access
Detection of radiographic sacroiliitis with an artificial neural network in patients with suspicion of axial spondyloarthritis
Lara D. Veeken·2021· 9 cited
Perivascular vital cells in the ablation center after multibipolar radiofrequency ablation in an in vivo porcine model
Scientific Reports·2021· 1 citedOpen Access
Computed Tomography Imaging in Simulated Ongoing Cardiopulmonary Resuscitation: No Need to Switch Off the Chest Compression Device during Image Acquisition
Diagnostics·2021· 2 citedOpen Access
POS1209 SUCCESSFUL TREATMENT OF SEVERE COVID-19 PNEUMONIA AND CYTOKINE RELEASE WITH SIMULTANEOUS TOCILIZUMAB AND ANAKINRA WITH ONE-MONTH FOLLOW-UP
Annals of the Rheumatic Diseases·2021Open Access
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Frequent Co-authors

Stefan M. Niehues(39), Keno K. Bressem(28), Bernd Hamm(22), Lisa C. Adams(18), Franz Poch(17), Kai S. Lehmann(17), Christoph Erxleben(12), Marcus R. Makowski(11), Denis Poddubnyy(11), Ole Gemeinhardt(9), Beatrice Geyer(9), Fabian Proft(8), Valeria Ríos Rodríguez(7), Murat Torğutalp(7), Mikhail Protopopov(7), Judith Rademacher(7), Hildrun Haibel(6), Christina A. Neizert(6), Kay‐Geert Hermann(5), Antonia Petersen(4)