Azadeh Akhavanallaf

Affiliations

Division of Nuclear Medicine and Molecular Imaging, Geneva University Hospital, CH-1211, Geneva 4, Switzerland.

Publications (18)

Personalized brachytherapy dose reconstruction using deep learning.

Computers in biology and medicine

Avec: Azadeh Akhavanallaf , Reza Mohammadi , Isaac Shiri , Yazdan Salimi , Hossein Arabi , Habib Zaidi

Deep Learning-based calculation of patient size and attenuation surrogates from localizer Image: Toward personalized chest CT protocol optimization.

European journal of radiology

Avec: Yazdan Salimi , Isaac Shiri , Azadeh Akhavanallaf , Zahra Mansouri , AmirHosein Sanaat , Masoumeh Pakbin , Mohammadreza Ghasemian , Hossein Arabi , Habib Zaidi

Real-time, acquisition parameter-free voxel-wise patient-specific Monte Carlo dose reconstruction in whole-body CT scanning using deep neural networks.

European radiology

Avec: Yazdan Salimi , Azadeh Akhavanallaf , Zahra Mansouri , Isaac Shiri , Habib Zaidi

90Y SPECT scatter estimation and voxel dosimetry in radioembolization using a unified deep learning framework.

EJNMMI physics

Avec: Yixuan Jia , Zongyu Li , Azadeh Akhavanallaf , Jeffrey A Fessler , Yuni K Dewaraja

Construction of patient-specific computational models for organ dose estimation in radiological imaging.

Medical physics

Avec: Tianwu Xie , Azadeh Akhavanallaf , Habib Zaidi

Ultra-low-dose chest CT imaging of COVID-19 patients using a deep residual neural network.

European radiology

Avec: Isaac Shiri , Azadeh Akhavanallaf , Amirhossein Sanaat , Yazdan Salimi , Dariush Askari , Zahra Mansouri , Sajad P Shayesteh , Mohammad Hasanian , Kiara Rezaei-Kalantari , Ali Salahshour , Saleh Sandoughdaran , Hamid Abdollahi , Hossein Arabi , Habib Zaidi

The predictive value of pretherapy [

European journal of nuclear medicine and molecular imaging

Avec: Azadeh Akhavanallaf , Avery B Peterson , Kellen Fitzpatrick , Molly Roseland , Ka Kit Wong , Issam El-Naqa , Habib Zaidi , Yuni K Dewaraja

COVID-19 prognostic modeling using CT radiomic features and machine learning algorithms: Analysis of a multi-institutional dataset of 14,339 patients.

Computers in biology and medicine

Avec: Isaac Shiri , Yazdan Salimi , Masoumeh Pakbin , Ghasem Hajianfar , Atlas Haddadi Avval , Amirhossein Sanaat , Shayan Mostafaei , Azadeh Akhavanallaf , Abdollah Saberi , Zahra Mansouri , Dariush Askari , Mohammadreza Ghasemian , Ehsan Sharifipour , Saleh Sandoughdaran , Ahmad Sohrabi , Elham Sadati , Somayeh Livani , Pooya Iranpour , Shahriar Kolahi , Maziar Khateri , Salar Bijari , Mohammad Reza Atashzar , Sajad P Shayesteh , Bardia Khosravi , Mohammad Reza Babaei , Elnaz Jenabi , Mohammad Hasanian , Alireza Shahhamzeh , Seyaed Yaser Foroghi Ghomi , Abolfazl Mozafari , Arash Teimouri , Fatemeh Movaseghi , Azin Ahmari , Neda Goharpey , Rama Bozorgmehr , Hesamaddin Shirzad-Aski , Roozbeh Mortazavi , Jalal Karimi , Nazanin Mortazavi , Sima Besharat , Mandana Afsharpad , Hamid Abdollahi , Parham Geramifar , Amir Reza Radmard , Hossein Arabi , Kiara Rezaei-Kalantari , Mehrdad Oveisi , Arman Rahmim , Habib Zaidi

Development and validation of an optimal GATE model for proton pencil-beam scanning delivery.

Zeitschrift fur medizinische Physik

Avec: Ali Asadi , Azadeh Akhavanallaf , Seyed Abolfazl Hosseini , Naser Vosoughi , Habib Zaidi

Predictive value of

EJNMMI research

Avec: Mercedes Riveira-Martin , Azadeh Akhavanallaf , Zahra Mansouri , Nicola Bianchetto Wolf , Yazdan Salimi , Alexis Ricoeur , Ismini Mainta , Valentina Garibotto , Antonio López Medina , Habib Zaidi

Overview of the HECKTOR Challenge at MICCAI 2022: Automatic Head and Neck Tumor Segmentation and Outcome Prediction in PET/CT.

Head and neck tumor segmentation and outcome prediction : third challenge, HECKTOR 2022, held in conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings. Head and Neck Tumor Segmentation Challenge (3rd : 2022 : Singapor...

Avec: Vincent Andrearczyk , Valentin Oreiller , Moamen Abobakr , Azadeh Akhavanallaf , Panagiotis Balermpas , Sarah Boughdad , Leo Capriotti , Joel Castelli , Catherine Cheze Le Rest , Pierre Decazes , Ricardo Correia , Dina El-Habashy , Hesham Elhalawani , Clifton D Fuller , Mario Jreige , Yornna Khamis , Agustina La Greca , Abdallah Mohamed , Mohamed Naser , John O Prior , Su Ruan , Stephanie Tanadini-Lang , Olena Tankyevych , Yazdan Salimi , Martin Vallières , Pierre Vera , Dimitris Visvikis , Kareem Wahid , Habib Zaidi , Mathieu Hatt , Adrien Depeursinge

Assessment of uncertainties associated with Monte Carlo-based personalized dosimetry in clinical CT examinations.

Physics in medicine and biology

Avec: Azadeh Akhavanallaf , Tianwu Xie , Habib Zaidi

Whole-body voxel-based internal dosimetry using deep learning.

European journal of nuclear medicine and molecular imaging

Avec: Azadeh Akhavanallaf , Iscaac Shiri , Hossein Arabi , Habib Zaidi

COLI-Net: Deep learning-assisted fully automated COVID-19 lung and infection pneumonia lesion detection and segmentation from chest computed tomography images.

International journal of imaging systems and technology

Avec: Isaac Shiri , Hossein Arabi , Yazdan Salimi , Amirhossein Sanaat , Azadeh Akhavanallaf , Ghasem Hajianfar , Dariush Askari , Shakiba Moradi , Zahra Mansouri , Masoumeh Pakbin , Saleh Sandoughdaran , Hamid Abdollahi , Amir Reza Radmard , Kiara Rezaei-Kalantari , Mostafa Ghelich Oghli , Habib Zaidi

Deep learning-based fully automated Z-axis coverage range definition from scout scans to eliminate overscanning in chest CT imaging.

Insights into imaging

Avec: Yazdan Salimi , Isaac Shiri , Azadeh Akhavanallaf , Zahra Mansouri , Abdollah Saberi Manesh , Amirhossein Sanaat , Masoumeh Pakbin , Dariush Askari , Saleh Sandoughdaran , Ehsan Sharifipour , Hossein Arabi , Habib Zaidi

Decentralized Distributed Multi-institutional PET Image Segmentation Using a Federated Deep Learning Framework.

Clinical nuclear medicine

Avec: Isaac Shiri , Alireza Vafaei Sadr , Mehdi Amini , Yazdan Salimi , Amirhossein Sanaat , Azadeh Akhavanallaf , Behrooz Razeghi , Sohrab Ferdowsi , Abdollah Saberi , Hossein Arabi , Minerva Becker , Slava Voloshynovskiy , Deniz Gündüz , Arman Rahmim , Habib Zaidi

Deep transformer-based personalized dosimetry from SPECT/CT images: a hybrid approach for [

European journal of nuclear medicine and molecular imaging

Avec: Zahra Mansouri , Yazdan Salimi , Azadeh Akhavanallaf , Isaac Shiri , Eliluane Pirazzo Andrade Teixeira , Xinchi Hou , Jean-Mathieu Beauregard , Arman Rahmim , Habib Zaidi

High-dimensional multinomial multiclass severity scoring of COVID-19 pneumonia using CT radiomics features and machine learning algorithms.

Scientific reports

Avec: Isaac Shiri , Shayan Mostafaei , Atlas Haddadi Avval , Yazdan Salimi , Amirhossein Sanaat , Azadeh Akhavanallaf , Hossein Arabi , Arman Rahmim , Habib Zaidi

Réseau de co-auteurs

Habib Zaidi 17 collaborations

Yazdan Salimi 12 collaborations

Isaac Shiri 10 collaborations

Hossein Arabi 9 collaborations

Zahra Mansouri 8 collaborations

Amirhossein Sanaat 6 collaborations

Masoumeh Pakbin 4 collaborations

Dariush Askari 4 collaborations

Saleh Sandoughdaran 4 collaborations

Arman Rahmim 4 collaborations

Kiara Rezaei-Kalantari 3 collaborations

Hamid Abdollahi 3 collaborations

Mohammadreza Ghasemian 2 collaborations

Yuni K Dewaraja 2 collaborations

Tianwu Xie 2 collaborations

Sajad P Shayesteh 2 collaborations

Mohammad Hasanian 2 collaborations

Ghasem Hajianfar 2 collaborations

Atlas Haddadi Avval 2 collaborations

Shayan Mostafaei 2 collaborations

Abdollah Saberi 2 collaborations

Ehsan Sharifipour 2 collaborations

Amir Reza Radmard 2 collaborations

Reza Mohammadi 1 collaboration

AmirHosein Sanaat 1 collaboration

Yixuan Jia 1 collaboration

Zongyu Li 1 collaboration

Jeffrey A Fessler 1 collaboration

Ali Salahshour 1 collaboration

Avery B Peterson 1 collaboration

Kellen Fitzpatrick 1 collaboration

Molly Roseland 1 collaboration

Ka Kit Wong 1 collaboration

Issam El-Naqa 1 collaboration

Ahmad Sohrabi 1 collaboration

Elham Sadati 1 collaboration

Somayeh Livani 1 collaboration

Pooya Iranpour 1 collaboration

Shahriar Kolahi 1 collaboration

Maziar Khateri 1 collaboration

Salar Bijari 1 collaboration

Mohammad Reza Atashzar 1 collaboration

Bardia Khosravi 1 collaboration

Mohammad Reza Babaei 1 collaboration

Elnaz Jenabi 1 collaboration

Alireza Shahhamzeh 1 collaboration

Seyaed Yaser Foroghi Ghomi 1 collaboration

Abolfazl Mozafari 1 collaboration

Arash Teimouri 1 collaboration

Fatemeh Movaseghi 1 collaboration

Azin Ahmari 1 collaboration

Neda Goharpey 1 collaboration

Rama Bozorgmehr 1 collaboration

Hesamaddin Shirzad-Aski 1 collaboration

Roozbeh Mortazavi 1 collaboration

Jalal Karimi 1 collaboration

Nazanin Mortazavi 1 collaboration

Sima Besharat 1 collaboration

Mandana Afsharpad 1 collaboration

Parham Geramifar 1 collaboration

Mehrdad Oveisi 1 collaboration

Ali Asadi 1 collaboration

Seyed Abolfazl Hosseini 1 collaboration

Naser Vosoughi 1 collaboration

Mercedes Riveira-Martin 1 collaboration

Nicola Bianchetto Wolf 1 collaboration

Alexis Ricoeur 1 collaboration

Ismini Mainta 1 collaboration

Valentina Garibotto 1 collaboration

Antonio López Medina 1 collaboration

Vincent Andrearczyk 1 collaboration

Valentin Oreiller 1 collaboration

Moamen Abobakr 1 collaboration

Panagiotis Balermpas 1 collaboration

Sarah Boughdad 1 collaboration

Leo Capriotti 1 collaboration

Joel Castelli 1 collaboration

Catherine Cheze Le Rest 1 collaboration

Pierre Decazes 1 collaboration

Ricardo Correia 1 collaboration

Dina El-Habashy 1 collaboration

Hesham Elhalawani 1 collaboration

Clifton D Fuller 1 collaboration

Mario Jreige 1 collaboration

Yornna Khamis 1 collaboration

Agustina La Greca 1 collaboration

Abdallah Mohamed 1 collaboration

Mohamed Naser 1 collaboration

John O Prior 1 collaboration

Su Ruan 1 collaboration

Stephanie Tanadini-Lang 1 collaboration

Olena Tankyevych 1 collaboration

Martin Vallières 1 collaboration

Pierre Vera 1 collaboration

Dimitris Visvikis 1 collaboration

Kareem Wahid 1 collaboration

Mathieu Hatt 1 collaboration

Adrien Depeursinge 1 collaboration

Iscaac Shiri 1 collaboration

Shakiba Moradi 1 collaboration

Mostafa Ghelich Oghli 1 collaboration

Abdollah Saberi Manesh 1 collaboration

Alireza Vafaei Sadr 1 collaboration

Mehdi Amini 1 collaboration

Behrooz Razeghi 1 collaboration

Sohrab Ferdowsi 1 collaboration

Minerva Becker 1 collaboration

Slava Voloshynovskiy 1 collaboration

Deniz Gündüz 1 collaboration

Eliluane Pirazzo Andrade Teixeira 1 collaboration

Xinchi Hou 1 collaboration

Jean-Mathieu Beauregard 1 collaboration