Azadeh Akhavanallaf
机构: University of Michigan
每年引用次数
引用次数
引用: 816
H-指数: 14
I10-指数 : 17
出版物: 56
Breast Tumor Genes Subtype Profiling Using MR Image Radiomic Features and Machine Learning Algorithms
Aazadeh Akhavanallaf , Marziyeh Hoseininezhad , Milad Moradi , Ghasem Hajianfar
2022 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) 1 -3
2022
The promise of artificial intelligence and deep learning in PET and SPECT imaging.
Hossein Arabi , Habib Zaidi , Isaac Shiri , Azadeh AkhavanAllaf
Physica Medica 83 122 -137
95
2021
Comparative study of analytical metal artifact reduction methods in CT imaging
M Ghorbanzadeh , SA Hosseini , B Vosoughi-Vahdat , Azadeh AkhavanAllaf
Journal of Nuclear Science, Engineering and Technology (JONSAT) 43 ( 3) 1 -9
1
2022
Real-time voxelwise patient-specific Monte Carlo dose reconstruction in whole-body CT scan images using deep neural network"
Shiri I and Zaidi H Salimi Y , Akhavanallaf A , Mansouri Z
IEEE Nuclear Science Symposium & Medical Imaging Conference, Milan
2022
PET-QA-Net: Towards routine PET image artifact detection and correction using deep convolutional neural networks
Rahmim A and Zaidi H Shiri I , Sanaat A , Salimi Y , Akhavanallaf A
IEEE Virtual Nuclear Science Symposium & Medical Imaging Conference
2021
Deep learning-based fully automated scan range detection in chest CT imaging
Arabi H and Zaidi H Salimi Y , Akhavanallaf A , Hajianfar G , Sanaat A
IEEE Virtual Nuclear Science Symposium & Medical Imaging Conference
Strategies for radiation dose monitoring and optimization in diagnostic and therapeutic nuclear medicine procedures
Azadeh AKHAVANALLAF
Assessment of uncertainties associated with Monte Carlo-based personalized dosimetry in clinical CT examinations.
Azadeh Akhavanallaf , Tianwu Xie , Habib Zaidi
Physics in Medicine and Biology 65 ( 4) 045008
2020
Ultra-low-dose chest CT imaging of COVID-19 patients using a deep residual neural network
Isaac Shiri , Azadeh Akhavanallaf , Amirhossein Sanaat , Yazdan Salimi
European Radiology 31 ( 3) 1420 -1431
14
2021
Construction of patient‐specific computational models for organ dose estimation in radiological imaging
Tianwu Xie , Azadeh Akhavanallaf , Habib Zaidi
Medical Physics 46 ( 5) 2403 -2411
5
2019
Whole-body voxel-based internal dosimetry using deep learning
Azadeh Akhavanallaf , Iscaac Shiri , Hossein Arabi , Habib Zaidi
European Journal of Nuclear Medicine and Molecular Imaging 48 ( 3) 670 -682
47
2021
An update on computational anthropomorphic anatomical models
Azadeh Akhavanallaf , Hadi Fayad , Yazdan Salimi , Antar Aly
Digital Health 8 20552076221111941
1
2022
COLI-Net: Deep learning-assisted fully automated COVID-19 lung and infection pneumonia lesion detection and segmentation from chest computed tomography images
Isaac Shiri , Hossein Arabi , Yazdan Salimi , Amirhossein Sanaat
International journal of imaging systems and technology 32 ( 1) 12 -25
23
2022
COVID-19 prognostic modeling using CT radiomic features and machine learning algorithms: Analysis of a multi-institutional dataset of 14,339 patients
Isaac Shiri , Yazdan Salimi , Masoumeh Pakbin , Ghasem Hajianfar
Computers in biology and medicine 145 105467
27
2022
Personalized brachytherapy dose reconstruction using deep learning
Azadeh Akhavanallaf , Reza Mohammadi , Isaac Shiri , Yazdan Salimi
Computers in biology and medicine 136 104755
17
2021
Deep learning-based fully automated Z-axis coverage range definition from scout scans to eliminate overscanning in chest CT imaging
Yazdan Salimi , Isaac Shiri , Azadeh Akhavanallaf , Zahra Mansouri
Insights into Imaging 12 1 -16
18
2021
90Y SPECT scatter estimation and voxel dosimetry in radioembolization using a unified deep learning framework
Yixuan Jia , Zongyu Li , Azadeh Akhavanallaf , Jeffrey A Fessler
EJNMMI physics 10 ( 1) 82 -82
2023
Decentralized distributed multi-institutional PET image segmentation using a federated deep learning framework
Isaac Shiri , Alireza Vafaei Sadr , Mehdi Amini , Yazdan Salimi
Clinical Nuclear Medicine 47 ( 7) 606 -617
44
2022
Diagnosis of COVID-19 using CT image radiomics features: a comprehensive machine learning study involving 26,307 patients
Isaac Shiri , Yazdan Salimi , Abdollah Saberi , Masoumeh Pakbin
medRxiv 2021.12. 07.21267367 -2021.12. 07.21267367
28
2021
High-dimensional multinomial multiclass severity scoring of COVID-19 pneumonia using CT radiomics features and machine learning algorithms
Isaac Shiri , Shayan Mostafaei , Atlas Haddadi Avval , Yazdan Salimi
Scientific reports 12 ( 1) 14817 -14817
25
2022