Mikko Nyman - UTU Research Portal

Mikko Nyman

- Docent,
Department of Clinical Medicine (Faculty of Medicine)

mijuny@utu.fi

Publications

1 of 5

Acute deep neck infection MRI: deep learning segmentation and clinical relevance of retropharyngeal edema volume (2026)
- European radiology experimental
Viertonen, Ville Sakari; Sirén, Aapo; Nyman, Mikko; Huhtanen, Heidi; Klén, Riku; Hirvonen, Jussi; Rainio, Oona
(A1 Refereed original research article in a scientific journal)
AI detection of knee joint effusion from radiographs: Comparative accuracy of two commercial algorithms (2026)
- European Journal of Radiology Open
Huhtanen, Jarno T.; Nyman, Mikko; Sequeiros, Roberto Blanco; Koskinen, Seppo K.; Pudas, Tomi K.; Kajander, Sami; Niemi, Pekka; Aronen, Hannu J.; Hirvonen, Jussi
(A1 Refereed original research article in a scientific journal)
MRI-based measurement of masseter muscle area: reliability and clinical relevance in acute neck infections (2026)
- European Radiology
Elo, Akseli; Vierula, Jari-Pekka; Heikkinen, Jaakko; Nurminen, Janne; Happonen, Tatu; Nyman, Mikko; Velhonoja, Jarno; Irjala, Heikki; Soukka, Tero; Mattila, Kimmo; Arponen, Otso; Sirén, Aapo; Hirvonen, Jussi
(A1 Refereed original research article in a scientific journal)
MRI edema patterns in acute neck infections: A multicenter and multidisciplinary interobserver study (2026)
- European Journal of Radiology
Vierula, Jari-Pekka; Aro, Katri; Bode, Michaela; Haapio, Eeva; Hakumäki, Juhana; Happonen, Tatu; Hollmén, Carita; Huhtanen, Heidi; Irjala, Heikki; Jouppila-Mättö, Anna; Jussila, Ville; Kaapu, Kalle; Karhu, Jari O.; Koivunen, Petri; Kolasa, Marcin; Kovalainen, Antti; Kurdo, Goran; Kytö, Eero; Laurikainen, Tiina; Lindén, Riikka; Martikainen, Ilkka; Nyman, Kristofer; Paananen, Timo; Paavilainen, Teemu; Saravo, Jarkko; Tähtinen, Jutta; Tammilehto, Ville; Velhonoja, Jarno; Ånäs, Niklas; Sirén, Aapo; Heikkinen, Jaakko; Nurminen, Janne; Nyman, Mikko; Mattila, Kimmo; Hirvonen, Jussi
(A1 Refereed original research article in a scientific journal)
Real-world detection of paramagnetic rim lesions and their association with disease burden in multiple sclerosis (2026)
- Multiple Sclerosis and Related Disorders
Misin, Olavi; Piispanen, Anni; Matilainen, Markus; Parkkola, Riitta; Nyman, Mikko; Sainio, Teija; Hirvonen, Jussi; Airas, Laura
(A1 Refereed original research article in a scientific journal)
The Brain Endocannabinoid System is Differentially Regulated in Male and Female Patients with First-Episode Psychosis (2026)
- Schizophrenia Bulletin
Laurikainen, Heikki; Armio, Reetta-Liina; Tuominen, Lauri; Nyman, Mikko; Kirjavainen, Anna; Rajander, Johan; Haaparanta-Solin, Merja; Solin, Olof; Hietala, Jarmo
(A1 Refereed original research article in a scientific journal)
Comparative accuracy of two commercial AI algorithms for musculoskeletal trauma detection in emergency radiographs (2025)
- Emergency Radiology
Huhtanen, Jarno T.; Nyman, Mikko; Sequeiros, Roberto, Blanco; Koskinen, Seppo K.; Pudas, Tomi K.; Kajander, Sami; Niemi, Pekka; Aronen, Hannu J.; Hirvonen, Jussi
(A1 Refereed original research article in a scientific journal)
Deep learning detects retropharyngeal edema on MRI in patients with acute neck infections (2025)
- European radiology experimental
Rainio, Oona; Huhtanen, Heidi; Vierula, Jari-Pekka; Nurminen, Janne; Heikkinen, Jaakko; Nyman, Mikko; Klén, Riku; Hirvonen, Jussi
(A1 Refereed original research article in a scientific journal)
Machine Learning and Deep Learning Models for Automated Protocoling of Emergency Brain MRI Using Text from Clinical Referrals (2025)
- Radiology : Artificial Intelligence
Huhtanen, Heidi J.; Nyman, Mikko J.; Karlsson, Antti; Hirvonen, Jussi
(A1 Refereed original research article in a scientific journal)
MRI-based risk factors for intensive care unit admissions in acute neck infections (2025)
- European Journal of Radiology Open
Vierula, Jari-Pekka; Merisaari, Harri; Heikkinen, Jaakko; Happonen, Tatu; Siren, Aapo; Velhonoja, Jarno; Irjala, Heikki; Soukka, Tero; Mattila, Kimmo; Nyman, Mikko; Nurminen, Janne; Hirvonen, Jussi
(A1 Refereed original research article in a scientific journal)