Jussi Hirvonen

Professor

University of Tampere

Finland

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Jussi Hirvonen is a Professor at Tampere University in Finland. His research focuses on advanced imaging techniques in radiology, particularly utilizing deep learning for the analysis of head and neck cancers and musculoskeletal trauma. He has authored multiple articles addressing acute infections, risk factors in clinical settings, and innovative imaging algorithms, contributing significantly to the field of radiology.

Jussi Hirvonen

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Articles (30)

New 3D segmentation algorithm for modeling of kidney in positron emission tomography images

International multispecialty expert physician preoperative identification of extranodal extension in patients with oropharyngeal cancer using computed tomography

Deep learning‐based 3D classification of head and neck cancer PET/MRI: Radiologist comparison and Grad‐CAM interpretability

ESR Essentials: acute infections of the head and neck—practice recommendations by the European Society of Head and Neck Radiology

Deep learning detects retropharyngeal edema on MRI in patients with acute neck infections

Comparative accuracy of two commercial AI algorithms for musculoskeletal trauma detection in emergency radiographs

Entrustable professional activities in Finnish radiology training: a national survey

MRI-based risk factors for intensive care unit admissions in acute neck infections

Odontogenic neck abscesses caused by Streptococcus anginosus group bacteria

Clinical features and treatment of stroke-like episodes in mitochondrial disease

Standardized reporting for Head CT Scans in patients suspected of traumatic brain injury (TBI)

Correlation of cerebral small vessel disease burden with outcome after lower extremity amputation

Accuracy of Intra-Axial Brain Tumor Characterization in the Emergency MRI Reports: A Retrospective Human Performance Benchmarking Pilot Study

Inter-rater reliability and clinical relevance of subjective and objective interpretation of videofluoroscopy findings

Imaging Outcomes of Emergency MR Imaging in Dizziness and Vertigo

Utility of brain imaging in pediatric patients with a suspected accidental spinal injury but no brain injury-related symptoms

Outcomes of Follow-up Imaging After Pediatric Spinal Trauma Confirmed With Magnetic Resonance Imaging

Positive Correlation Between Thoracic Aortic Diameter and Intracranial Aneurysm Size–An Observational Cohort Study

Diagnostic Accuracy of MRI in Detecting the Perineural Spread of Head and Neck Tumors: A Systematic Review and Meta-Analysis

Daily standing time, dietary fiber, and intake of unsaturated fatty acids are beneficially associated with hepatic insulin sensitivity in adults with metabolic syndrome

Automatic Segmentation of Head and Neck Cancer from PET-MRI Data Using Deep Learning

Circulating Tumor DNA in Head and Neck Squamous Cell Carcinoma: Association with Metabolic Tumor Burden Determined with FDG-PET/CT

Detection Rates and Trends of Asymptomatic Unruptured Intracranial Aneurysms From 2005 to 2019

Clinical outcome following magnetic resonance imaging as first-line imaging in low-impact pediatric spine trauma: a single-center retrospective observational study

Emergency MRI in Spine Trauma of Children and Adolescents—A Pictorial Review

Imaging Outcomes of Emergency MRI in Patients with Suspected Cerebral Venous Sinus Thrombosis: A Retrospective Cohort Study

Decoding brain basis of laughter and crying in natural scenes

Functional organization of social perception networks in the human brain

Pictorial Review of MRI Findings in Acute Neck Infections in Children

Retrospective Analysis of Artifacts in Cone Beam Computed Tomography Images Used to Diagnose Chronic Rhinosinusitis

Collaborators (15)

Riku Klén

Lauri Nummenmaa

Matthew Hudson

Stina Syrjänen

Dan Laukka

Nandita Guha-Thakurta

Jukka Kemppainen

Paul M. Parizel

jaana Hagström

Yoshimi Anzai

Henri Vähä-Ypyä

Lihua Sun

Jukka Kemppainen

Tuomas Kiviniemi

Juhani Knuuti

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