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Azadeh Akhavanallaf
Azadeh Akhavanallaf
Dirección de correo verificada de umich.edu
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The promise of artificial intelligence and deep learning in PET and SPECT imaging
H Arabi, A AkhavanAllaf, A Sanaat, I Shiri, H Zaidi
Physica Medica 83, 122-137, 2021
1802021
Ultra-low-dose chest CT imaging of COVID-19 patients using a deep residual neural network
I Shiri, A Akhavanallaf, A Sanaat, Y Salimi, D Askari, Z Mansouri, ...
European radiology 31, 1420-1431, 2021
962021
Whole-body voxel-based internal dosimetry using deep learning
A Akhavanallaf, I Shiri, H Arabi, H Zaidi
European Journal of Nuclear Medicine and Molecular Imaging 48, 670-682, 2021
712021
COVID-19 prognostic modeling using CT radiomic features and machine learning algorithms: Analysis of a multi-institutional dataset of 14,339 patients
I Shiri, Y Salimi, M Pakbin, G Hajianfar, AH Avval, A Sanaat, S Mostafaei, ...
Computers in biology and medicine 145, 105467, 2022
562022
Decentralized distributed multi-institutional PET image segmentation using a federated deep learning framework
I Shiri, AV Sadr, M Amini, Y Salimi, A Sanaat, A Akhavanallaf, B Razeghi, ...
Clinical Nuclear Medicine 47 (7), 606-617, 2022
442022
COLI‐Net: deep learning‐assisted fully automated COVID‐19 lung and infection pneumonia lesion detection and segmentation from chest computed tomography images
I Shiri, H Arabi, Y Salimi, A Sanaat, A Akhavanallaf, G Hajianfar, D Askari, ...
International journal of imaging systems and technology 32 (1), 12-25, 2022
422022
Deep learning-based fully automated Z-axis coverage range definition from scout scans to eliminate overscanning in chest CT imaging
Y Salimi, I Shiri, A Akhavanallaf, Z Mansouri, A Saberi Manesh, A Sanaat, ...
Insights into Imaging 12, 1-16, 2021
332021
Personalized brachytherapy dose reconstruction using deep learning
A Akhavanallaf, R Mohammadi, I Shiri, Y Salimi, H Arabi, H Zaidi
Computers in biology and medicine 136, 104755, 2021
332021
Diagnosis of COVID-19 using CT image radiomics features: a comprehensive machine learning study involving 26,307 patients
I Shiri, Y Salimi, A Saberi, M Pakbin, G Hajianfar, AH Avval, A Sanaat, ...
medRxiv, 2021.12. 07.21267367, 2021
282021
High-dimensional multinomial multiclass severity scoring of COVID-19 pneumonia using CT radiomics features and machine learning algorithms
I Shiri, S Mostafaei, A Haddadi Avval, Y Salimi, A Sanaat, A Akhavanallaf, ...
Scientific reports 12 (1), 14817, 2022
242022
Deep‐TOF‐PET: Deep learning‐guided generation of time‐of‐flight from non‐TOF brain PET images in the image and projection domains
A Sanaat, A Akhavanalaf, I Shiri, Y Salimi, H Arabi, H Zaidi
Human brain mapping 43 (16), 5032-5043, 2022
202022
Development of a library of adult computational phantoms based on anthropometric indexes
A Akhavanallaf, T Xie, H Zaidi
IEEE Transactions on Radiation and Plasma Medical Sciences 3 (1), 65-75, 2018
202018
Deep Learning-based calculation of patient size and attenuation surrogates from localizer Image: Toward personalized chest CT protocol optimization
Y Salimi, I Shiri, A Akhavanallaf, Z Mansouri, AH Sanaat, M Pakbin, ...
European Journal of Radiology 157, 110602, 2022
172022
Assessment of uncertainties associated with Monte Carlo-based personalized dosimetry in clinical CT examinations
A Akhavanallaf, T Xie, H Zaidi
Physics in Medicine & Biology 65 (4), 045008, 2020
152020
Construction of patient‐specific computational models for organ dose estimation in radiological imaging
T Xie, A Akhavanallaf, H Zaidi
Medical physics 46 (5), 2403-2411, 2019
132019
PET-QA-NET: Towards routine PET image artifact detection and correction using deep convolutional neural networks
I Shiri, A Sanaat, Y Salimi, A Akhavanallaf, H Arabi, A Rahmim, H Zaidi
2021 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …, 2021
112021
An update on computational anthropomorphic anatomical models
A Akhavanallaf, H Fayad, Y Salimi, A Aly, H Kharita, H Al Naemi, H Zaidi
Digital Health 8, 20552076221111941, 2022
92022
Predictive value of 99mTc-MAA-based dosimetry in personalized 90Y-SIRT planning for liver malignancies
M Riveira-Martin, A Akhavanallaf, Z Mansouri, N Bianchetto Wolf, Y Salimi, ...
EJNMMI research 13 (1), 63, 2023
52023
Development and validation of an optimal GATE model for proton pencil-beam scanning delivery
A Asadi, A Akhavanallaf, SA Hosseini, N Vosoughi, H Zaidi
Zeitschrift für Medizinische Physik 33 (4), 591-600, 2023
42023
The predictive value of pretherapy [68Ga]Ga-DOTA-TATE PET and biomarkers in [177Lu]Lu-PRRT tumor dosimetry
A Akhavanallaf, AB Peterson, K Fitzpatrick, M Roseland, KK Wong, ...
European Journal of Nuclear Medicine and Molecular Imaging 50 (10), 2984-2996, 2023
42023
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