Atlas Haddadi Avval, MD
Postdoctoral Scholar
Radiology
School of Medicine

Education & Training

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• MD Medicine Mashhad University of Medical Sciences 2023

Interests

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• Neuroimaging
• Quantitative Imaging
• Machine Learning
• Radiomics
• Computer Vision
• Artificial Intelligence

Publications (10)

Top publication keywords:
Patient ReadmissionPositron-Emission TomographyLung NeoplasmsHeart FailureSupport Vector MachineMachine LearningAlgorithmsPrivacyTomography, X-Ray ComputedKidney NeoplasmsImage Processing, Computer-AssistedImage Interpretation, Computer-AssistedGlioblastomaCarcinoma, Non-Small-Cell LungCarcinoma, Renal Cell

• Medical Image Segmentation Review: The Success of U-Net.
  IEEE transactions on pattern analysis and machine intelligence 2024 Azad R, Aghdam EK, Rauland A, Jia Y, Avval AH, Bozorgpour A, Karimijafarbigloo S, Cohen JP, Adeli E, Merhof D
• The effect of harmonization on the variability of PET radiomic features extracted using various segmentation methods.
  Annals of nuclear medicine 2024 Hosseini SA, Shiri I, Ghaffarian P, Hajianfar G, Avval AH, Seyfi M, Servaes S, Rosa-Neto P, Zaidi H, Ay MR
• Differential privacy preserved federated learning for prognostic modeling in COVID-19 patients using large multi-institutional chest CT dataset.
  Medical physics 2024 Shiri I, Salimi Y, Sirjani N, Razeghi B, Bagherieh S, Pakbin M, Mansouri Z, Hajianfar G, Avval AH, Askari D, Ghasemian M, Sandoughdaran S, Sohrabi A, Sadati E, Livani S, Iranpour P, Kolahi S, Khosravi…
• Machine learning based readmission and mortality prediction in heart failure patients.
  Scientific reports 2023 Sabouri M, Rajabi AB, Hajianfar G, Gharibi O, Mohebi M, Avval AH, Naderi N, Shiri I
• Time-to-event overall survival prediction in glioblastoma multiforme patients using magnetic resonance imaging radiomics.
  La Radiologia medica 2023 Hajianfar G, Haddadi Avval A, Hosseini SA, Nazari M, Oveisi M, Shiri I, Zaidi H

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• High-dimensional multinomial multiclass severity scoring of COVID-19 pneumonia using CT radiomics features and machine learning algorithms.
  Scientific reports 2022 Shiri I, Mostafaei S, Haddadi Avval A, Salimi Y, Sanaat A, Akhavanallaf A, Arabi H, Rahmim A, Zaidi H
• Myocardial Function Prediction After Coronary Artery Bypass Grafting Using MRI Radiomic Features and Machine Learning Algorithms.
  Journal of digital imaging 2022 Arian F, Amini M, Mostafaei S, Rezaei Kalantari K, Haddadi Avval A, Shahbazi Z, Kasani K, Bitarafan Rajabi A, Chatterjee S, Oveisi M, Shiri I, Zaidi H
• 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 2022 Shiri I, Salimi Y, Pakbin M, Hajianfar G, Avval AH, Sanaat A, Mostafaei S, Akhavanallaf A, Saberi A, Mansouri Z, Askari D, Ghasemian M, Sharifipour E, Sandoughdaran S, Sohrabi A, Sadati E, Livani S, …
• Impact of feature harmonization on radiogenomics analysis: Prediction of EGFR and KRAS mutations from non-small cell lung cancer PET/CT images.
  Computers in biology and medicine 2022 Shiri I, Amini M, Nazari M, Hajianfar G, Haddadi Avval A, Abdollahi H, Oveisi M, Arabi H, Rahmim A, Zaidi H
• Overall Survival Prediction in Renal Cell Carcinoma Patients Using Computed Tomography Radiomic and Clinical Information.
  Journal of digital imaging 2021 Khodabakhshi Z, Amini M, Mostafaei S, Haddadi Avval A, Nazari M, Oveisi M, Shiri I, Zaidi H