Heidi Huhtanen - UTU Research Portal

Heidi Huhtanen

- Doctoral Researcher,
Imaging and Clinical Diagnostics (Department of Clinical Medicine)

hejohuh@utu.fi

Publications

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)
Automated detection of pulmonary embolism from CT-angiograms using deep learning (2022)
- BMC Medical Imaging
Huhtanen Heidi, Nyman Mikko, Mohsen Tarek, Virkki Arho, Karlsson Antti, Hirvonen Jussi
(A1 Refereed original research article in a scientific journal)
Tekoäly radiologiassa (2020)
- Duodecim
Huhtanen Heidi, Nyman Mikko, Karlsson Antti, Hirvonen Jussi
(A2 Refereed review article in a scientific journal )