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Salimi, Yazdan; Mansouri, Zahra; Hajianfar, Ghasem; Sanaat, Amirhossein; Shiri, Isaac; Zaidi, Habib (2024). Fully automated explainable abdominal CT contrast media phase classification using organ segmentation and machine learning. (In Press). Medical physics American Association of Physicists in Medicine AAPM 10.1002/mp.17076
Bernhard, Benedikt; Joss, Philippe; Greisser, Noah; Stark, Anselm W; Schütze, Jonathan; Shiri, Isaac; Safarkhanlo, Yasaman; Fischer, Kady; Guensch, Dominik P; Bastiaansen, Jessica A M; Pavlicek, Maryam; Benz, Dominik C; Kwong, Raymond Y; Gräni, Christoph (2024). Prognostic value of visual and quantitative CMR regional myocardial function in patients with suspected myocarditis. The international journal of cardiovascular imaging, 40(4), pp. 907-920. Springer 10.1007/s10554-024-03059-1
Hajianfar, Ghasem; Hosseini, Seyyed Ali; Bagherieh, Sara; Oveisi, Mehrdad; Shiri, Isaac; Zaidi, Habib (2024). Impact of harmonization on the reproducibility of MRI radiomic features when using different scanners, acquisition parameters, and image pre-processing techniques: a phantom study. (In Press). Medical & biological engineering & computing Springer 10.1007/s11517-024-03071-6
Bernhard, Benedikt; Schütze, Jonathan; Leib, Zoe L; Spano, Giancarlo; Boscolo Berto, Martina; Bakula, Adam; Tomii, Daijiro; Shiri, Isaac; Brugger, Nicolas; De Marchi, Stefano; Reineke, David; Dobner, Stephan; Heg, Dik; Praz, Fabien; Lanz, Jonas; Stortecky, Stefan; Pilgrim, Thomas; Windecker, Stephan; Gräni, Christoph (2024). Myocardial analysis from routine 4D cardiac-CT to predict reverse remodeling and clinical outcomes after transcatheter aortic valve implantation. (In Press). European journal of radiology, 175, p. 111425. Elsevier 10.1016/j.ejrad.2024.111425
Alwan, Louhai; Benz, Dominik C; Cuddy, Sarah A M; Dobner, Stephan; Shiri, Isaac; Caobelli, Federico; Bernhard, Benedikt; Stämpfli, Simon F; Eberli, Franz; Reyes, Mauricio; Kwong, Raymond Y; Falk, Rodney H; Dorbala, Sharmila; Gräni, Christoph (2024). Current and Evolving Multimodality Cardiac Imaging in Managing Transthyretin Amyloid Cardiomyopathy. JACC. Cardiovascular imaging, 17(2), pp. 195-211. Elsevier 10.1016/j.jcmg.2023.10.010
Shiri, Isaac; Razeghi, Behrooz; Ferdowsi, Sohrab; Salimi, Yazdan; Gündüz, Deniz; Teodoro, Douglas; Voloshynovskiy, Slava; Zaidi, Habib (2024). PRIMIS: Privacy-preserving medical image sharing via deep sparsifying transform learning with obfuscation. Journal of biomedical informatics, 150, p. 104583. Elsevier 10.1016/j.jbi.2024.104583
Whybra, Philip; Zwanenburg, Alex; Andrearczyk, Vincent; Schaer, Roger; Apte, Aditya P; Ayotte, Alexandre; Baheti, Bhakti; Bakas, Spyridon; Bettinelli, Andrea; Boellaard, Ronald; Boldrini, Luca; Buvat, Irène; Cook, Gary J R; Dietsche, Florian; Dinapoli, Nicola; Gabryś, Hubert S; Goh, Vicky; Guckenberger, Matthias; Hatt, Mathieu; Hosseinzadeh, Mahdi; ... (2024). The Image Biomarker Standardization Initiative: Standardized Convolutional Filters for Reproducible Radiomics and Enhanced Clinical Insights. Radiology, 310(2) Radiological Society of North America RSNA 10.1148/radiol.231319
Izadi, Saeed; Shiri, Isaac; F Uribe, Carlos; Geramifar, Parham; Zaidi, Habib; Rahmim, Arman; Hamarneh, Ghassan (2024). Enhanced direct joint attenuation and scatter correction of whole-body PET images via context-aware deep networks. (In Press). Zeitschrift für medizinische Physik Elsevier, Urban & Fischer 10.1016/j.zemedi.2024.01.002
Shiri, Isaac; Salimi, Yazdan; Maghsudi, Mehdi; Jenabi, Elnaz; Harsini, Sara; Razeghi, Behrooz; Mostafaei, Shayan; Hajianfar, Ghasem; Sanaat, Amirhossein; Jafari, Esmail; Samimi, Rezvan; Khateri, Maziar; Sheikhzadeh, Peyman; Geramifar, Parham; Dadgar, Habibollah; Bitrafan Rajabi, Ahmad; Assadi, Majid; Bénard, François; Vafaei Sadr, Alireza; Voloshynovskiy, Slava; ... (2023). Differential privacy preserved federated transfer learning for multi-institutional 68Ga-PET image artefact detection and disentanglement. European journal of nuclear medicine and molecular imaging, 51(1), pp. 40-53. Springer 10.1007/s00259-023-06418-7
Taleie, Haniyeh; Hajianfar, Ghasem; Sabouri, Maziar; Parsaee, Mozhgan; Houshmand, Golnaz; Bitarafan-Rajabi, Ahmad; Zaidi, Habib; Shiri, Isaac (2023). Left Ventricular Myocardial Dysfunction Evaluation in Thalassemia Patients Using Echocardiographic Radiomic Features and Machine Learning Algorithms. Journal of digital imaging, 36(6), pp. 2494-2506. Springer-Verlag 10.1007/s10278-023-00891-0
Hajianfar, Ghasem; Khorgami, Mohammadrafie; Rezaei, Yousef; Amini, Mehdi; Samiei, Niloufar; Tabib, Avisa; Borji, Bahareh Kazem; Kalayinia, Samira; Shiri, Isaac; Hosseini, Saeid; Oveisi, Mehrdad (2023). Comparison of Machine Learning Algorithms Using Manual/Automated Features on 12-Lead Signal Electrocardiogram Classification: A Large Cohort Study on Students Aged Between 6 to 18 Years Old. Cardiovascular Engineering and Technology, 14(6), pp. 786-800. Springer 10.1007/s13239-023-00687-x
Sabouri, Maziar; Rajabi, Ahmad Bitarafan; Hajianfar, Ghasem; Gharibi, Omid; Mohebi, Mobin; Avval, Atlas Haddadi; Naderi, Nasim; Shiri, Isaac (2023). Machine learning based readmission and mortality prediction in heart failure patients. Scientific Reports, 13(1), p. 18671. Nature Publishing Group 10.1038/s41598-023-45925-3
Amini, Mehdi; Pursamimi, Mohamad; Hajianfar, Ghasem; Salimi, Yazdan; Saberi, Abdollah; Mehri-Kakavand, Ghazal; Nazari, Mostafa; Ghorbani, Mahdi; Shalbaf, Ahmad; Shiri, Isaac; Zaidi, Habib (2023). Machine learning-based diagnosis and risk classification of coronary artery disease using myocardial perfusion imaging SPECT: A radiomics study. Scientific reports, 13(1), p. 14920. Springer Nature 10.1038/s41598-023-42142-w
Stark, Anselm W; Giannopoulos, Andreas A; Pugachev, Alexander; Shiri, Isaac; Haeberlin, Andreas; Räber, Lorenz; Obrist, Dominik; Gräni, Christoph (2023). Application of Patient-Specific Computational Fluid Dynamics in Anomalous Aortic Origin of Coronary Artery: A Systematic Review. Journal of cardiovascular development and disease, 10(9) MDPI 10.3390/jcdd10090384
