Inflation of test accuracy due to data leakage in deep learning-based classification of OCT images IE Tampu, A Eklund, N Haj-Hosseini Scientific Data 9 (1), 580, 2022 | 35 | 2022 |
Does anatomical contextual information improve 3D U-net-based brain tumor segmentation? IE Tampu, N Haj-Hosseini, A Eklund Diagnostics 11 (7), 1159, 2021 | 10* | 2021 |
Optical coherence tomography for thyroid pathology: 3D analysis of tissue microstructure IE Tampu, M Maintz, D Koller, K Johansson, O Gimm, A Capitanio, ... Biomedical Optics Express 11 (8), 4130-4149, 2020 | 6 | 2020 |
Diseased thyroid tissue classification in OCT images using deep learning: Towards surgical decision support IE Tampu, A Eklund, K Johansson, O Gimm, N Haj‐Hosseini Journal of Biophotonics 16 (2), e202200227, 2023 | 4 | 2023 |
Deep learning-based detection and identification of brain tumor biomarkers in quantitative MR-images IE Tampu, N Haj-Hosseini, I Blystad, A Eklund Machine Learning: Science and Technology 4 (3), 035038, 2023 | 2* | 2023 |
Estimation of the orientationally-averaged magnetic resonance (MR) signal for characterizing neurite morphology IE Tampu, C Yolcu, H Knutsson, CG Koay, E Özarslan Medicinteknikdagarna, 2019 | 1 | 2019 |
Comparison of state-of-the-art models for slide-level pediatric brain tumor histology classification C Spyretos, IE Tampu, JM Pardo Ladino, N Haj-Hosseini IEEE International Symposium on Biomedical Imaging (ISBI), 2024 | | 2024 |
Pediatric brain tumor classification using MR-images with age fusion IE Tampu, T Bianchessi, A Eklund, N Haj-Hosseini IEEE International Symposium on Biomedical Imaging (ISBI), 2024 | | 2024 |
Pediatric brain tumor classification using deep learning on MR-images from the children’s brain tumor network T Bianchessi, IE Tampu, I Blystad, P Lundberg, P Nyman, A Eklund, ... medRxiv, 2023.05. 12.23289829, 2023 | | 2023 |
Classification of Brain Tumour Tissue in Histopathology Images Using Deep Learning C Spyretos, IE Tampu, A Eklund, N Haj-Hosseini Medicinteknikdagarna 2023 (Stockholm), 2023 | | 2023 |
Classification of thyroid diseases in OCT images using convolutional neural networks IE Tampu, A Eklund, K Johansson, O Gimm, N Haj-Hosseini Advanced Biomedical and Clinical Diagnostic and Surgical Guidance Systems XX …, 2022 | | 2022 |
Classification of pediatric brain tumors based on MR-images using deep learning T Bianchessi, IE Tampu, A Eklund, N Haj-Hosseini Medicinteknikdagarna 2022, 4-6 oktober, Luleå, Sweden, 2022 | | 2022 |
Deep-learning based brain tumor segmentation using quantitative MRI IE Tampu, I Blystad, N Haj-Hosseini, A Eklund Annual Meeting of International Society for Magnetic Resonance in Medicine …, 2022 | | 2022 |
Deep-learning for thyroid microstructure segmentation in 2D OCT images IE Tampu, A Eklund, N Haj-Hosseini Optical Coherence Tomography and Coherence Domain Optical Methods in …, 2021 | | 2021 |
Morphological characterization of neural tissue microstructure using the orientationally-averaged diffusion MRI signal IE Tampu | | 2019 |