Atlas Haddadi Avval • UCSF Profiles

Atlas Haddadi Avval, MD

Title(s)	Postdoctoral Scholar, Radiology
School	School of Medicine
Email	atlas.haddadiavval@ucsf.edu
Pronouns	She/Her/Hers
ORCID	0000-0002-3896-7810
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Biography

Education and Training

Mashhad University of Medical Sciences, Mashhad, Iran

2023

Medicine

Overview

Interests

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

Bibliographic

Publications

Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help. to make corrections and additions.

Altmetrics Details

PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.

Medical Image Segmentation Review: The Success of U-Net. IEEE Trans Pattern Anal Mach Intell. 2024 Aug 21; PP. Azad R, Aghdam EK, Rauland A, Jia Y, Avval AH, Bozorgpour A, Karimijafarbigloo S, Cohen JP, Adeli E, Merhof D. PMID: 39167505.

View in: PubMed Mentions: Fields:
Med Medical Informatics
The effect of harmonization on the variability of PET radiomic features extracted using various segmentation methods. Ann Nucl Med. 2024 Jul; 38(7):493-507. Hosseini SA, Shiri I, Ghaffarian P, Hajianfar G, Avval AH, Seyfi M, Servaes S, Rosa-Neto P, Zaidi H, Ay MR. PMID: 38575814; PMCID: PMC11217131.

View in: PubMed Mentions: Fields:
Nuc Nuclear Medicine
Translation:Humans
Differential privacy preserved federated learning for prognostic modeling in COVID-19 patients using large multi-institutional chest CT dataset. Med Phys. 2024 Jul; 51(7):4736-4747. 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 B, Bijari S, Sayfollahi S, Atashzar MR, Hasanian M, Shahhamzeh A, Teimouri A, Goharpey N, Shirzad-Aski H, Karimi J, Radmard AR, Rezaei-Kalantari K, Oghli MG, Oveisi M, Vafaei Sadr A, Voloshynovskiy S, Zaidi H. PMID: 38335175.

View in: PubMed Mentions: Fields:
Bio Biophysics Phy Physics Rad Radiology Rad Radiotherapy
Translation:Humans
Machine learning based readmission and mortality prediction in heart failure patients. Sci Rep. 2023 Oct 31; 13(1):18671. Sabouri M, Rajabi AB, Hajianfar G, Gharibi O, Mohebi M, Avval AH, Naderi N, Shiri I. PMID: 37907666; PMCID: PMC10618467.

View in: PubMed Mentions: 1 Fields:
Sci Science
Translation:Humans
Time-to-event overall survival prediction in glioblastoma multiforme patients using magnetic resonance imaging radiomics. Radiol Med. 2023 Dec; 128(12):1521-1534. Hajianfar G, Haddadi Avval A, Hosseini SA, Nazari M, Oveisi M, Shiri I, Zaidi H. PMID: 37751102; PMCID: PMC10700216.

View in: PubMed Mentions: 6 Fields:
Rad Radiology
Translation:Humans
High-dimensional multinomial multiclass severity scoring of COVID-19 pneumonia using CT radiomics features and machine learning algorithms. Sci Rep. 2022 Sep 01; 12(1):14817. Shiri I, Mostafaei S, Haddadi Avval A, Salimi Y, Sanaat A, Akhavanallaf A, Arabi H, Rahmim A, Zaidi H. PMID: 36050434; PMCID: PMC9437017.

View in: PubMed Mentions: 9 Fields:
Sci Science
Translation:Humans
Myocardial Function Prediction After Coronary Artery Bypass Grafting Using MRI Radiomic Features and Machine Learning Algorithms. J Digit Imaging. 2022 Dec; 35(6):1708-1718. 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. PMID: 35995896; PMCID: PMC9712892.

View in: PubMed Mentions: 9 Fields:
Dia Diagnostic Imaging Med Medical Informatics Rad Radiology
Translation:Humans
COVID-19 prognostic modeling using CT radiomic features and machine learning algorithms: Analysis of a multi-institutional dataset of 14,339 patients. Comput Biol Med. 2022 Jun; 145:105467. 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, Iranpour P, Kolahi S, Khateri M, Bijari S, Atashzar MR, Shayesteh SP, Khosravi B, Babaei MR, Jenabi E, Hasanian M, Shahhamzeh A, Foroghi Ghomi SY, Mozafari A, Teimouri A, Movaseghi F, Ahmari A, Goharpey N, Bozorgmehr R, Shirzad-Aski H, Mortazavi R, Karimi J, Mortazavi N, Besharat S, Afsharpad M, Abdollahi H, Geramifar P, Radmard AR, Arabi H, Rezaei-Kalantari K, Oveisi M, Rahmim A, Zaidi H. PMID: 35378436; PMCID: PMC8964015.

View in: PubMed Mentions: 16 Fields:
Bio Biology Med Medical Informatics Med Medicine (General)
Translation:Humans
Impact of feature harmonization on radiogenomics analysis: Prediction of EGFR and KRAS mutations from non-small cell lung cancer PET/CT images. Comput Biol Med. 2022 Mar; 142:105230. Shiri I, Amini M, Nazari M, Hajianfar G, Haddadi Avval A, Abdollahi H, Oveisi M, Arabi H, Rahmim A, Zaidi H. PMID: 35051856.

View in: PubMed Mentions: 31 Fields:
Bio Biology Med Medical Informatics Med Medicine (General)
Translation:Humans
Overall Survival Prediction in Renal Cell Carcinoma Patients Using Computed Tomography Radiomic and Clinical Information. J Digit Imaging. 2021 Oct; 34(5):1086-1098. Khodabakhshi Z, Amini M, Mostafaei S, Haddadi Avval A, Nazari M, Oveisi M, Shiri I, Zaidi H. PMID: 34382117; PMCID: PMC8554934.

View in: PubMed Mentions: 22 Fields:
Dia Diagnostic Imaging Med Medical Informatics Rad Radiology
Translation:Humans