Prof. Dr. Heinrich Iro


Types of publications

Journal article
Book chapter / Article in edited volumes
Authored book
Edited Volume
Conference contribution
Other publication type
Unpublished / Preprint

Publication year




Risk stratification of thyroid nodules: Assessing the suitability of ChatGPT for text-based analysis (2024) Sievert M, Conrad O, Mueller SK, Rupp R, Balk M, Richter D, Mantsopoulos K, et al. Journal article Machine Learning-assisted immunophenotyping of peripheral blood identifies innate immune cells as best predictor of response to induction chemo-immunotherapy in head and neck squamous cell carcinoma – knowledge obtained from the CheckRad-CD8 trial (2024) Hecht M, Frey B, Gaipl U, Tianyu X, Eckstein M, Donaubauer AJ, Klautke G, et al. Journal article Diagnosis of malignancy in oropharyngeal confocal laser endomicroscopy using GPT 4.0 with vision (2024) Sievert M, Aubreville M, Mueller SK, Eckstein M, Breininger K, Iro H, Goncalves M Journal article Risk of magnetic resonance imaging-induced magnet dislocation for different types of cochlear implants: a single-center retrospective study (2023) Rupp R, Balk M, Sievert M, Leibl V, Schleder S, Allner M, Iro H, et al. Journal article Explainable convolutional neural networks for assessing head and neck cancer histopathology (2023) Dörrich M, Hecht M, Fietkau R, Hartmann A, Iro H, Gostian AO, Eckstein M, Kist A Journal article Locoregional metastatic behavior in a complex mosaic of primary malignant tumors of the parotid gland (2023) Varga R, Iro AK, Thimsen V, Sievert M, Agaimy A, Balk M, Rupp R, et al. Journal article Deep Learning and Registration-Based Mapping for Analyzing the Distribution of Nodal Metastases in Head and Neck Cancer Cohorts: Informing Optimal Radiotherapy Target Volume Design (2023) Weissmann T, Mansoorian S, May M, Lettmaier S, Höfler D, Deloch L, Speer S, et al. Journal article Kommentar zu „Sialendoskopie bei Sjögren-Syndrom und nach Radiojodtherapie (2023) Iro H Journal article Comparison of vestibular schwannoma visualization between 0.55 T and 1.5 T MRI (2023) Wiesmüller M, Kopp M, Sievert M, May M, Nagel AM, Iro H, Uder M, Heiß R Journal article Investigation of locoregional metastatic behavior in low-grade malignant tumors of the parotid gland (2023) Kapsalas A, Thimsen V, Varga R, Agaimy A, Sievert M, Balk M, Rupp R, et al. Journal article