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Employment (1)

Mayo Clinic: Rochester, Minnesota, US

2021-07-26 to present | Postdoctoral research fellow (Radiology)
Employment
Source: Self-asserted source
Shahriar Faghani

Education and qualifications (1)

Tehran University of Medical Sciences: Tehran, Tehran, IR

2012-08-01 to present
Education
Source: Self-asserted source
Shahriar Faghani

Professional activities (2)

Society for Imaging Informatics in Medicine: Leesburg, VA, US

2021 to present | Machine learning tools subcommittee
Membership
Source: Self-asserted source
Shahriar Faghani

Radiological Society of North America: IL, IL, US

2021 to present
Membership
Source: Self-asserted source
Shahriar Faghani

Works (29)

Applying Conformal Prediction to a Deep Learning Model for Intracranial Hemorrhage Detection to Improve Trustworthiness

Radiology: Artificial Intelligence
2025-03-01 | Journal article
DOI: 10.1148/ryai.240032
Contributors: Cooper Gamble; Shahriar Faghani; Bradley J. Erickson
Source: check_circle
Crossref

Uncover This Tech Term: Uncertainty Quantification for Deep Learning

Korean Journal of Radiology
2024 | Journal article
DOI: 10.3348/kjr.2024.0108
Contributors: Shahriar Faghani; Cooper Gamble; Bradley J. Erickson
Source: check_circle
Crossref

Deep Conformal Supervision: Leveraging Intermediate Features for Robust Uncertainty Quantification

Journal of Imaging Informatics in Medicine
2024-10-07 | Journal article
DOI: 10.1007/s10278-024-01286-5
Contributors: Amir M. Vahdani; Shahriar Faghani
Source: check_circle
Crossref

Bone Age Prediction under Stress

Radiology: Artificial Intelligence
2024-05-01 | Journal article
DOI: 10.1148/ryai.240137
Contributors: Shahriar Faghani; Bradley J. Erickson
Source: check_circle
Crossref

Identifying Patients with CSF-Venous Fistula Using Brain MRI: A Deep Learning Approach

American Journal of Neuroradiology
2024-04 | Journal article
DOI: 10.3174/ajnr.A8173
Contributors: Shahriar Faghani; Mana Moassefi; Ajay A. Madhavan; Ian T. Mark; Jared T. Verdoorn; Bradley J. Erickson; John C. Benson
Source: check_circle
Crossref

THA-AID: Deep Learning Tool for Total Hip Arthroplasty Automatic Implant Detection With Uncertainty and Outlier Quantification

The Journal of Arthroplasty
2024-04 | Journal article
DOI: 10.1016/j.arth.2023.09.025
Contributors: Pouria Rouzrokh; John P. Mickley; Bardia Khosravi; Shahriar Faghani; Mana Moassefi; William R. Schulz; Bradley J. Erickson; Michael J. Taunton; Cody C. Wyles
Source: check_circle
Crossref

Development of a deep learning model for the automated detection of green pixels indicative of gout on dual energy CT scan

Research in Diagnostic and Interventional Imaging
2024-03 | Journal article
DOI: 10.1016/j.redii.2024.100044
Contributors: Shahriar Faghani; Rhodes G. Nicholas; Soham Patel; Francis I. Baffour; Mana Moassefi; Pouria Rouzrokh; Bardia Khosravi; Garret M. Powell; Shuai Leng; Katrina N. Glazebrook et al.
Source: check_circle
Crossref

Deep Conformal Supervision: a comparative study

2024-03-28 | Preprint
DOI: 10.1101/2024.03.28.24305008
Contributors: Amir M. Vahdani; Shahriar Faghani
Source: check_circle
Crossref

Multi-Modal Ensemble Deep Learning in Head and Neck Cancer HPV Sub-Typing

Bioengineering
2023-12-23 | Journal article
DOI: 10.3390/bioengineering11010013
Contributors: Manob Jyoti Saikia; Shiba Kuanar; Dwarikanath Mahapatra; Shahriar Faghani
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Crossref
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Creating High Fidelity Synthetic Pelvis Radiographs Using Generative Adversarial Networks: Unlocking the Potential of Deep Learning Models Without Patient Privacy Concerns

The Journal of Arthroplasty
2023-10 | Journal article
DOI: 10.1016/j.arth.2022.12.013
Contributors: Bardia Khosravi; Pouria Rouzrokh; John P. Mickley; Shahriar Faghani; A. Noelle Larson; Hillary W. Garner; Benjamin M. Howe; Bradley J. Erickson; Michael J. Taunton; Cody C. Wyles
Source: check_circle
Crossref

Optimizing Storage and Computational Efficiency: An Efficient Algorithm for Whole Slide Image Size Reduction

Mayo Clinic Proceedings: Digital Health
2023-09 | Journal article
DOI: 10.1016/j.mcpdig.2023.06.010
Contributors: Shahriar Faghani; D. Chamil Codipilly; Mana Moassefi; Prasad G. Iyer; Bradley J. Erickson
Source: check_circle
Crossref

Quantifying Uncertainty in Deep Learning of Radiologic Images

Radiology
2023-08-01 | Journal article
DOI: 10.1148/radiol.222217
Contributors: Shahriar Faghani; Mana Moassefi; Pouria Rouzrokh; Bardia Khosravi; Francis I. Baffour; Michael D. Ringler; Bradley J. Erickson
Source: check_circle
Crossref

MRI Brain Tumor Segmentation Using Deep Encoder-Decoder Convolutional Neural Networks

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries
2022 | Book chapter
DOI: 10.1007/978-3-031-09002-8_7
Part of ISBN: 9783031090011
Part of ISBN: 9783031090028
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: Shahriar Faghani
Source: Self-asserted source
Shahriar Faghani

Validation of myasthenia gravis activity of daily living questionnaire: Persian version

Current Journal of Neurology
2022 | Journal article
Part of ISSN: 2717-011X
Part of ISSN: 2717-011X
Source: Self-asserted source
Shahriar Faghani

Abstract screening using the automated tool Rayyan: results of effectiveness in three diagnostic test accuracy systematic reviews

BMC Medical Research Methodology
2022-12 | Journal article
DOI: 10.1186/s12874-022-01631-8
Part of ISSN: 1471-2288
Contributors: Shahriar Faghani
Source: Self-asserted source
Shahriar Faghani

Patient-specific Hip Arthroplasty Dislocation Risk Calculator: An Explainable Multimodal Machine Learning–based Approach

Radiology: Artificial Intelligence
2022-11-01 | Journal article
DOI: 10.1148/ryai.220067
Contributors: Bardia Khosravi; Pouria Rouzrokh; Hilal Maradit Kremers; Dirk R. Larson; Quinn J. Johnson; Shahriar Faghani; Walter K. Kremers; Bradley J. Erickson; Rafael J. Sierra; Michael J. Taunton et al.
Source: check_circle
Crossref

Machine Learning and Deep Learning in Cardiothoracic Imaging: A Scoping Review

Diagnostics
2022-10-17 | Journal article
DOI: 10.3390/diagnostics12102512
Contributors: Bardia Khosravi; Pouria Rouzrokh; Shahriar Faghani; Mana Moassefi; Sanaz Vahdati; Elham Mahmoudi; Hamid Chalian; Bradley J. Erickson
Source: check_circle
Crossref
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Mitigating Bias in Radiology Machine Learning: 1. Data Handling

Radiology: Artificial Intelligence
2022-09-01 | Journal article
DOI: 10.1148/ryai.210290
Part of ISSN: 2638-6100
Contributors: Shahriar Faghani
Source: Self-asserted source
Shahriar Faghani

Mitigating Bias in Radiology Machine Learning: 2. Model Development

Radiology: Artificial Intelligence
2022-08-24 | Journal article
DOI: 10.1148/ryai.220010
Part of ISSN: 2638-6100
Contributors: Shahriar Faghani
Source: Self-asserted source
Shahriar Faghani
grade
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Mitigating Bias in Radiology Machine Learning: 3. Performance Metrics

Radiology: Artificial Intelligence
2022-08-24 | Journal article
DOI: 10.1148/ryai.220061
Part of ISSN: 2638-6100
Contributors: Shahriar Faghani
Source: Self-asserted source
Shahriar Faghani
grade
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A deep learning algorithm for detecting lytic bone lesions of multiple myeloma on CT

Skeletal Radiology
2022-08-18 | Journal article
DOI: 10.1007/s00256-022-04160-z
Part of ISSN: 0364-2348
Part of ISSN: 1432-2161
Contributors: Shahriar Faghani
Source: Self-asserted source
Shahriar Faghani

NEIM-02 DEVELOPMENT OF A DEEP LEARNING MODEL FOR DISCRIMINATING TRUE PROGRESSION FROM PSEUDOPROGRESSION IN GLIOBLASTOMA PATIENTS

Neuro-Oncology Advances
2022-08-05 | Journal article
DOI: 10.1093/noajnl/vdac078.069
Part of ISSN: 2632-2498
Contributors: Shahriar Faghani
Source: Self-asserted source
Shahriar Faghani

Applying Deep Learning to Establish a Total Hip Arthroplasty Radiography Registry

Journal of Bone and Joint Surgery
2022-07-21 | Journal article
DOI: 10.2106/jbjs.21.01229
Part of ISSN: 0021-9355
Part of ISSN: 1535-1386
Contributors: Shahriar Faghani
Source: Self-asserted source
Shahriar Faghani
grade
Preferred source (of 2)‎

Development of a Deep Learning Model for the Histological Diagnosis of Dysplasia in Barrett’s Esophagus

Gastrointestinal Endoscopy
2022-06 | Journal article
DOI: 10.1016/j.gie.2022.06.013
Part of ISSN: 0016-5107
Source: Self-asserted source
Shahriar Faghani
grade
Preferred source (of 2)‎

Health system performance in Iran: a systematic analysis for the Global Burden of Disease Study 2019

The Lancet
2022-04 | Journal article
DOI: 10.1016/s0140-6736(21)02751-3
Part of ISSN: 0140-6736
Source: Self-asserted source
Shahriar Faghani

The Transition of Mild Cognitive Impairment Over Time: An AV45- and FDG-PET Study of Reversion and Conversion Phenomena.

Current Alzheimer research
2021-11-23 | Journal article
DOI: 10.2174/1567205018666211124110710
PMID: 34819007
Source: Self-asserted source
Shahriar Faghani

Melatonin improves learning and memory of mice with chronic social isolation stress via an interaction between microglia polarization and BDNF/TrkB/CREB signaling pathway

European Journal of Pharmacology
2021-10 | Journal article
DOI: 10.1016/j.ejphar.2021.174358
Contributors: Sayna Bagheri; Kamyar Moradi; Elnaz Ehghaghi; Abolfazl Badripour; Mohammad Keykhaei; Amir Ashraf-Ganjouei; Mana Moassefi; Shahriar Faghani; Ahmad Reza Dehpour
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Crossref

Biological Features of Reversion from Mild Cognitive Impairment to Normal Cognition: A Study of Cerebrospinal Fluid Markers and Brain Volume

Journal of Alzheimer's Disease Reports
2021-03-11 | Journal article
Source: Self-asserted source
Shahriar Faghani

Inhibition of phosphodiesterase IV enzyme improves locomotor and sensory complications of spinal cord injury via altering microglial activity: Introduction of Roflumilast as an alternative therapy

International Immunopharmacology
2020-09 | Journal article
DOI: 10.1016/j.intimp.2020.106743
Part of ISSN: 1567-5769
Source: Self-asserted source
Shahriar Faghani

Peer review (38 reviews for 4 publications/grants)

Review activity for BMC medicine (1)
Review activity for Journal of digital imaging. (32)
Review activity for Journal of Imaging Informatics in Medicine. (4)
Review activity for Mayo Clinic proceedings. (1)
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