Jussi Hirvonen - UTU Research Portal

Jussi Hirvonen

- Docent,
Imaging and Clinical Diagnostics (Department of Clinical Medicine)

jussi.hirvonen@utu.fi

Publications

2 of 10

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)
New 3D segmentation algorithm for modeling of kidney in positron emission tomography images (2025)
- Network Modeling Analysis in Health Informatics and Bioinformatics
Rainio, Oona; Latva-Rasku, Aino; Hirvonen, Jussi; Knuuti, Juhani; Klén, Riku
(A1 Refereed original research article in a scientific journal)
Pleasurable music activates cerebral µ-opioid receptors: a combined PET-fMRI study (2025)
- European Journal of Nuclear Medicine and Molecular Imaging
Putkinen, Vesa; Seppälä, Kerttu; Harju, Harri; Hirvonen, Jussi; Karlsson, Henry K.; Nummenmaa, Lauri
(A1 Refereed original research article in a scientific journal)
Reward responses to vicarious feeding depend on body mass index (2025)
- Cognitive, Affective, and Behavioral Neuroscience
Järvinen, Lili; Santavirta, Severi; Putkinen, Vesa; Karlsson, Henry K.; Seppälä, Kerttu; Sun, Lihua; Hudson, Matthew; Hirvonen, Jussi; Nuutila, Pirjo; Nummenmaa, Lauri
(A1 Refereed original research article in a scientific journal)
Tekoäly oppi ohjeistamaan päivystyksellisiä magneettikuvauksia = Machine learning and deep learning models for automated protocoling of emergency brain MRI using text from clinical referrals (2025)
- Duodecim
Huhtanen, Heidi J.; Nyman, Mikko J.; Karlsson, Antti; Hirvonen, Jussi
(Other publication)
The Effect of Cone-Beam Computed Tomography Imaging With Weight-Bearing Feature on the Treatment of Foot and Ankle Patients: A Retrospective Follow-Up of 333 Cases (2025)
- Foot & ankle specialist
Koivu, Helka; Koski, Ilona; Hirvonen, Jussi
(A1 Refereed original research article in a scientific journal)
Widespread and progressive brain atrophy is a common feature in patients with mitochondrial disease (2025)
- Journal of Neurology
Mickelsson, Nora; Hirvonen, Jussi; Martikainen, Mika H.
(A1 Refereed original research article in a scientific journal)
Workplace equity in radiology: a nationwide survey by the Radiological Society of Finland (2025)
- Insights into imaging
Marjasuo, Suvi; Holstila, Milja; Hirvonen, Jussi
(A1 Refereed original research article in a scientific journal)
Aberrant type 2 dopamine receptor availability in violent offenders with psychopathy (2024)
- NeuroImage
Lukkarinen, Lasse; Tuisku, Jouni; Sun, Lihua; Helin, Semi; Karlsson, Henry K.; Venetjoki, Niina; Salomaa, Marja; Rautio, Päivi; Hirvonen, Jussi; Lauerma, Hannu; Tiihonen, Jari; Nummenmaa, Lauri

(A1 Refereed original research article in a scientific journal)
Accuracy of Intra-Axial Brain Tumor Characterization in the Emergency MRI Reports: A Retrospective Human Performance Benchmarking Pilot Study (2024)
- Diagnostics
Sirén, Aapo; Turkia, Elina; Nyman, Mikko; Hirvonen, Jussi
(A1 Refereed original research article in a scientific journal)
Brain metabolic response to repetitive transcranial magnetic stimulation to lesion network in cervical dystonia (2024)
- Brain Stimulation
Kokkonen, Aleksi; Corp, Daniel T.; Aaltonen, Juho; Hirvonen, Jussi; Kirjavainen, Anna K.; Rajander, Johan; Joutsa, Juho
(A1 Refereed original research article in a scientific journal)
Daily standing time, dietary fiber, and intake of unsaturated fatty acids are beneficially associated with hepatic insulin sensitivity in adults with metabolic syndrome (2024)
- Frontiers in Endocrinology
Laine, Saara; Sjöros, Tanja; Garthwaite, Taru; Honka, Miikka-Juhani; Löyttyniemi, Eliisa; Eskola, Olli; Saarenhovi, Maria; Kallio, Petri; Koivumäki, Mikko; Vähä-Ypyä, Henri; Sievänen, Harri; Vasankari, Tommi; Hirvonen, Jussi; Laitinen, Kirsi; Houttu, Noora; Kalliokoski, Kari; Saunavaara, Virva; Knuuti, Juhani; Heinonen, Ilkka H.A.
(A1 Refereed original research article in a scientific journal)
Detection Rates and Trends of Asymptomatic Unruptured Intracranial Aneurysms From 2005 to 2019 (2024)
- Neurosurgery
Laukka, Dan; Kivelev, Juri; Rahi, Melissa; Vahlberg, Tero; Paturi, Jooa; Rinne, Jaakko; Hirvonen, Jussi
(A1 Refereed original research article in a scientific journal)
Effects of reducing sedentary behaviour on back pain, paraspinal muscle insulin sensitivity and muscle fat fraction and their associations: a secondary analysis of a 6-month randomised controlled trial (2024)
- BMJ Open
Norha, Jooa; Sjöros, Tanja: Garthwaite, Taru; Laine, Saara; Verho, Tiina; Saunavaara, Virva; Laitinen, Kirsi; Houttu, Noora; Hirvonen, Jussi; Vähä-Ypyä, Henri; Sievänen, Harri; Löyttyniemi, Eliisa; Vasankari, Tommi; Kalliokoski, Kari; Heinonen, Ilkka
(A1 Refereed original research article in a scientific journal)
Endogenous opioid receptor system mediates costly altruism in the human brain (2024)
- Communications Biology
Chen Jinglu; Putkinen Vesa; Seppälä Kerttu; Hirvonen Jussi; Ioumpa Kalliopi; Gazzola Valeria; Keysers Christian; Nummenmaa Lauri
(A1 Refereed original research article in a scientific journal)
Imaging Outcomes of Emergency MR Imaging in Dizziness and Vertigo: A Retrospective Cohort Study (2024)
- American Journal of Neuroradiology
Happonen, Tatu; Nyman, Mikko; Ylikotila, Pauli; Mattila, Kimmo; Hirvonen, Jussi
(A1 Refereed original research article in a scientific journal)
Imaging Outcomes of MRI After CT in Pediatric Spinal Trauma : A Single-center Experience (2024)
- Journal of Pediatric Orthopaedics
Sirén, Aapo; Nyman, Mikko; Syvänen, Johanna; Mattila, Kimmo; Hirvonen, Jussi
(A1 Refereed original research article in a scientific journal)
In Reply: Low and Borderline Ankle-Brachial Index Is Associated With Intracranial Aneurysms: A Retrospective Cohort Study (2024)
- Neurosurgery
Laukka, Dan; Kangas, Essi; Kuusela, Aino; Hirvonen, Jussi; Rissanen, Tiia; Rahi, Melissa; Kivelev, Juri; Rantasalo, Ville; Venermo, Maarit; Rinne, Jaakko; Hakovirta, H.
(B1 Other refereed article (e.g., editorial, letter, comment) in a scientific journal)
In Reply to the Letter to the Editor Regarding "Positive Correlation Between Thoracic Aortic Diameter and Intracranial Aneurysm Size-An Observational Cohort Study" (2024)
- World Neurosurgery
Rantasalo, Ville; Gunn, Jarmo; Pan, Emily; Kiviniemi, Tuomas; Hirvonen, Jussi; Rahi, Melissa; Fordell, Terhi; K Rinne, Jaakko; Laukka, Dan
(B1 Non-refereed article in a scientific journal)