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Ivan Zhovannik
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Learning from scanners: Bias reduction and feature correction in radiomics
I Zhovannik, J Bussink, A Traverso, Z Shi, P Kalendralis, L Wee, A Dekker, ...
Clinical and translational radiation oncology 19, 33-38, 2019
662019
Distributed radiomics as a signature validation study using the Personal Health Train infrastructure
Z Shi, I Zhovannik, A Traverso, FJWM Dankers, TM Deist, P Kalendralis, ...
Scientific data 6 (1), 218, 2019
572019
Machine learning helps identifying volume-confounding effects in radiomics
A Traverso, M Kazmierski, I Zhovannik, M Welch, L Wee, D Jaffray, ...
Physica Medica 71, 24-30, 2020
512020
A systematic review and quality of reporting checklist for repeatability and reproducibility of radiomic features
E Pfaehler, I Zhovannik, L Wei, R Boellaard, A Dekker, R Monshouwer, ...
Physics and imaging in radiation oncology 20, 69-75, 2021
452021
Multicenter CT phantoms public dataset for radiomics reproducibility tests
P Kalendralis, A Traverso, Z Shi, I Zhovannik, R Monshouwer, ...
Medical physics 46 (3), 1512-1518, 2019
352019
FAIR‐compliant clinical, radiomics and DICOM metadata of RIDER, interobserver, Lung1 and head‐Neck1 TCIA collections
P Kalendralis, Z Shi, A Traverso, A Choudhury, M Sloep, I Zhovannik, ...
Medical Physics 47 (11), 5931-5940, 2020
272020
Generative models improve radiomics reproducibility in low dose CTs: a simulation study
J Chen, C Zhang, A Traverso, I Zhovannik, A Dekker, L Wee, I Bermejo
Physics in Medicine & Biology 66 (16), 165002, 2021
172021
Plausibility and redundancy analysis to select FDG‐PET textural features in non‐small cell lung cancer
E Pfaehler, L Mesotten, I Zhovannik, S Pieplenbosch, M Thomeer, ...
Medical physics 48 (3), 1226-1238, 2021
152021
Radiomics integration into a picture archiving and communication system
I Zhovannik, S Pai, TA da Silva Santos, LLG van Driel, A Dekker, R Fijten, ...
Physics and Imaging in Radiation Oncology 20, 30-33, 2021
92021
Learning from scanners: bias reduction and feature correction in radiomics. Clin Transl Radiat Oncol 19: 33–38
I Zhovannik, J Bussink, A Traverso, Z Shi, P Kalendralis, L Wee, A Dekker, ...
92019
A systematic review and quality of reporting checklist for repeatability and reproducibility of radiomic features. Phys Imaging Radiat Oncol 20: 69–75
E Pfaehler, I Zhovannik, L Wei, R Boellaard, A Dekker, R Monshouwer
82021
Oropharyngeal tumour segmentation using ensemble 3D PET-CT fusion networks for the HECKTOR challenge
C Rao, S Pai, I Hadzic, I Zhovannik, D Bontempi, A Dekker, J Teuwen, ...
Head and Neck Tumor Segmentation: First Challenge, HECKTOR 2020, Held in …, 2021
62021
Learning from scanners: bias reduction and feature correction in radiomics. Clin Transl Radiat Oncol 2019; 19: 33–8
I Zhovannik, J Bussink, A Traverso, Z Shi, P Kalendralis, L Wee
5
1283P Predicting the differential diagnosis of pneumonitis in stage IV non-small cell lung cancer (NSCLC) patients treated with immune checkpoint inhibitors (ICIs) by combining …
F Tohidinezhad, A Traverso, I Zhovannik, A Romita, LEL Hendriks, ...
Annals of Oncology 32, S997, 2021
12021
Volume bias in textural radiomics
I Zhovannik, J Bussink, A Dekker, R Fijten, R Monshouwer
International Journal of Radiation Oncology, Biology, Physics 105 (1), S118-S119, 2019
12019
Learning from scanners: radiomics correction modeling
I Zhovannik, J Bussink, R Fijten, A Dekker, R Monshouwer
Radiotherapy and oncology, Elsevier Ireland Ltd Elsevier House, Brookvale …, 2019
12019
Frequency-Domain-Based Structure Losses for CycleGAN-Based Cone-Beam Computed Tomography Translation
S Pai, I Hadzic, C Rao, I Zhovannik, A Dekker, A Traverso, S Asteriadis, ...
Sensors 23 (3), 1089, 2023
2023
Pitfalls of Image Biomarker Analysis in Radiation Oncology
I Zhovannik
2023
Segmentation uncertainty estimation as a sanity check for image biomarker studies
I Zhovannik, D Bontempi, A Romita, E Pfaehler, S Primakov, A Dekker, ...
Cancers 14 (5), 1288, 2022
2022
Delineation bias in hand-crafted radiomic features
A Romita, I Zhovannik, S Pai, A Dekker, E Pfaehler, R Monshouwer, ...
Physica Medica: European Journal of Medical Physics 92, S137, 2021
2021
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