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Iulian Emil Tampu
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Year
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
342022
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
62020
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
42023
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
12019
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
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Articles 1–13