Mikko Nyman

15PUBLICATIONS
34CO-AUTHORS
Medical virologyMedical infection agents (incl. prions)Diagnostic radiographyDeep learningSemi- and unsupervised learning
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Publications (15)

|Feb 23, 2026
Acute deep neck infection MRI: deep learning segmentation and clinical relevance of retropharyngeal edema volume.

Ville Sakari Viertonen, Aapo Sirén, Mikko Nyman

|Jun 19, 2025
Deep learning detects retropharyngeal edema on MRI in patients with acute neck infections.

Oona Rainio, Heidi Huhtanen, Jari-Pekka Vierula

|Jun 09, 2025
Comparative accuracy of two commercial AI algorithms for musculoskeletal trauma detection in emergency radiographs.

Jarno T Huhtanen, Mikko Nyman, Roberto Blanco Sequeiros

|Feb 19, 2025
Machine Learning and Deep Learning Models for Automated Protocoling of Emergency Brain MRI Using Text from Clinical Referrals.

Heidi J Huhtanen, Mikko J Nyman, Antti Karlsson

|Jan 11, 2025
Correction: Huhtanen et al. Discrepancies between Radiology Specialists and Residents in Fracture Detection from Musculoskeletal Radiographs. Diagnostics 2023, 13, 3207.

Jarno T Huhtanen, Mikko Nyman, Roberto Blanco Sequeiros

|Aug 29, 2024
Accuracy of Intra-Axial Brain Tumor Characterization in the Emergency MRI Reports: A Retrospective Human Performance Benchmarking Pilot Study.

Aapo Sirén, Elina Turkia, Mikko Nyman

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Frequent Collaborators

12 joint publications

Jussi Hirvonen

6 joint publications

Aapo Sirén

4 joint publications

Jaakko Heikkinen

4 joint publications

Janne Nurminen