Mehran Azimbagirad

Pós-doutorado

Idiomas

Áreas de atuação

Produções bibliográficas

• AZIMBAGIRAD, M. ; VASUDEV, P. ; SZMUL, A. . Spectral Transition Evaluation and Heatmap Extraction for Deep Learning Classifiers. Lecture Notes in Electrical Engineering , v. 1373, p. 439-450, 2025.

• Bhamani, Amyn ; CREAMER, ANDREW ; VERGHESE, PRIYAM ; PRENDECKI, RUTH ; HORST, CAROLYN ; TISI, SOPHIE ; HALL, HELEN ; KHAW, CHUEN RYAN ; MULLIN, MONICA ; McCabe, John ; GYERTSON, KYLIE ; BOWYER, VICKY ; ARANCON, DOMINIQUE ; ENG, JEANNIE ; BOJANG, FANTA ; LEVERMORE, CLAIRE ; HACKER, ANNE-MARIE ; ARTHUR-DARKWA, ESTHER ; FARRELLY, LAURA ; AZIMBAGIRAD, M. ; et.al . Low-dose CT for lung cancer screening in a high-risk population (SUMMIT): a prospective, longitudinal cohort study. LANCET ONCOLOGY , v. 1, p. 1-10, 2025.

• CHAPMAN, ROBERT ; CHENG, DARYL ; AZIMBAGIRAD, MEHRAN ; WANG, SHANSHAN ; YAMADA, DAISUKE ; GUPTA, RISHI K. ; HURST, JOHN R. ; Jacob, Joseph . Associations of Preserved Ratio Impaired Spirometry (PRISm) with Cardio-Metabolic Comorbidities: A Systematic Review & Meta-analysis. Erj Open Research , v. 1, p. 00396-2025, 2025.

• Vasudev, Pardeep ; AZIMBAGIRAD, MEHRAN ; Aslani, Shahab ; XU, MOUCHENG ; WANG, YUFEI ; CHAPMAN, ROBERT ; COLEMAN, HANNAH ; WERLEIN, CHRISTOPHER ; WALSH, CLAIRE ; LEE, PETER ; TAFFOREAU, PAUL ; Jacob, Joseph . Harnessing Advanced Machine Learning Techniques for Microscopic Vessel Segmentation in Pulmonary Fibrosis Using Novel Hierarchical Phase-Contrast Tomography Images. METHODS OF INFORMATION IN MEDICINE , v. 1, p. 1, 2025.

• AZIMBAGIRAD, M. ; DARDENNE, G. ; BEN SALEM, D. ; REMY-NERIS, O. ; BURDIN, V. . Robust Semi-Automatic Segmentation Method: an expert assistant tool for muscles in CT and MR data. Computer Methods In Biomechanics And Biomedical Engineering-Imaging And Visualization , v. 11, p. 1-12, 2024.

• RAZIANI, SAEID ; AZIMBAGIRAD, MEHRAN . Deep CNN Hyperparameter Optimization Algorithms for Sensor-based Human Activity Recognition. Neuroscience Informatics , v. 1, p. 100078-12, 2022.

• AZIMBAGIRAD, MEHRAN ; GRILLO, FELIPE WILKER ; HADADIAN, YASER ; CARNEIRO, ANTONIO ADILTON OLIVEIRA ; MURTA, LUIZ OTAVIO . Biomimetic phantom with anatomical accuracy for evaluating brain volumetric measurements with magnetic resonance imaging. JOURNAL OF MEDICAL IMAGING , v. 8, p. 1-14, 2021.

• DE ARAUJO FARIA, VANESSA ; AZIMBAGIRAD, MEHRAN ; VIANI ARRUDA, GUSTAVO ; FERNANDES PAVONI, JULIANA ; CEZAR FELIPE, JOAQUIM ; DOS SANTOS, ELZA MARIA CARNEIRO MENDES FERREIRA ; MURTA JUNIOR, LUIZ OTAVIO . Prediction of Radiation-Related Dental Caries Through PyRadiomics Features and Artificial Neural Network on Panoramic Radiography. JOURNAL OF DIGITAL IMAGING , v. 34, p. 1-12, 2021.

• LUCCAS, VIVIAN A. S. ; AZIMBAGIRAD, MEHRAN ; CABRELLI, LUCIANA C. ; GRILLO, FELIPE W. ; PAVAN, THEO Z. ; OTAVIO MURTA, LUIZ ; ELIAS, JORGE ; CARNEIRO, ANTONIO A. O. . 3D automated breast ultrasound imaging: equipment and image reconstruction. RESEARCH ON BIOMEDICAL ENGINEERING , v. 37, p. 519-533, 2021.

• AZIMBAGIRAD, M. ; MURTA JR, L. O. . Tsallis generalized entropy for Gaussian mixture model parameter estimation on brain segmentation application. https://doi.org/10.1016/j.neuri.2021.100002 , v. 1, p. 10, 2021.

• AZIMBAGIRAD, M. ; A. C. da Silva S. F. ; SANTOS, A. C. ; MURTA JUNIOR, L. O. . Partial volume transfer (PVT) conversion of cerebral tissue volumes between different magnetic fields MRI. RESEARCH ON BIOMEDICAL ENGINEERING , v. 35, p. 11-20, 2019.

• HADADIAN, Y. ; AZIMBAGIRAD, M. ; NAVAS, E. A. ; PAVAN, T. Z. . A versatile induction heating system for magnetic hyperthermia studies under different experimental conditions. REVIEW OF SCIENTIFIC INSTRUMENTS , v. 90, p. 074701, 2019.

• AZIMBAGIRAD, M. ; SIMOZO, F. H. ; A. C. da Silva S. F. ; MURTA JUNIOR, L. O. . Tsallis-Entropy Segmentation through MRF and Alzheimer anatomic reference for Brain Magnetic Resonance Parcellation. MAGNETIC RESONANCE IMAGING , v. 65, p. 136-145, 2019.

• S. Heidarkhani ; M. Ferrara ; A. Salari ; AZIMBAGIRAD, M. . A variational approach to perturbed elastic beam problems with nonlinear boundary conditions. Mathematical Reports , v. 18, p. 573-589, 2016.

• AZIMBAGIRAD, M. ; AMIRIAN, A. ; OVEISI, M. . A New Decomposition to Interpret Curves of Schlumberger Survey. JOURNAL OF ENGINEERING AND APPLIED SCIENCES (FAISALABAD. PRINT) , v. 11, p. 1097-1103, 2016.

• AZIMBAGIRAD, MEHRAN ; Vasudev, Pardeep ; Szmul, Adam ; McCabe, John ; Aslani, Shahab ; McConnell, Niccolo ; Selvarajah, Brintha ; Bhamani, Amyn ; Alexander, Daniel ; Jacob, Joseph . Spectral Transition Evaluation and Heatmap Extraction for Deep Learning Classifiers. Lecture Notes in Electrical Engineering. 1ed.: Springer Nature Singapore, 2025, v. 1372, p. 439-450.

• AZIMBAGIRAD, MEHRAN ; DARDENNE, GUILLAUME ; BEN SALEM, DOURAIED ; REMY-NERIS, OLIVIER ; BURDIN, VALERIE . Combined multi-protocols qMRI for thigh muscle analysis: a preliminary study. In: Seventeenth International Symposium on Medical Information Processing and Analysis, 2021, Campinas. 17th International Symposium on Medical Information Processing and Analysis, 2021. p. 3.

• AZIMBAGIRAD, M. ; DARDENNE, G. ; SALEM, D. BEN ; REMY-NERIS, O. ; BURDIN, V. . Towards the definition of a patient-specific rehabilitation program for TKA: A new MRI-based approach for the easy volumetric analysis of thigh muscles. In: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2021, Mexico. 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2021. p. 3141.

• LUCCAS, V. A. S. ; AZIMBAGIRAD, M. ; CABRELLI, L. C. ; PAVAN, T. Z. ; MURTA JUNIOR, L. O. ; CARNEIRO, A. A. O. . Prototype of a low-cost 3D breast ultrasound imaging system. In: XII SIMPÓSIO DE ENGENHARIA BIOMÉDICA - IX SIMPÓSIO DE INSTRUMENTAÇÃO E IMAGENS MÉDICAS, 2019, Uberlandia. XII SEB - IX SEB, 2019.

• CHAPMAN, ROBERT ; WANG, SHANSHAN ; AZIMBAGIRAD, M. ; CHENG, DARYL ; PATRICK, TANYA ; Bhamani, Amyn ; YAMADA, DAISUKE ; SZMUL, A. ; NAIR, ARJUN ; JANES, SAM M ; HURST, JOHN R. ; Jacob, Joseph . Novel Assessment of Pulmonary Arterial Volume Associates With Cardiovascular Morbidity and Mortality in Patients With Preserved Ratio Impaired Spirometry (PRISm). In: BIOMARKERS AND PREDICTIVE TOOLS IN COPD, 2025, San Francisco. BIOMARKERS AND PREDICTIVE TOOLS IN COPD, 2025.

• SELVARAJAH, B. ; BHAMANI, A. ; AZIMBAGIRAD, MEHRAN . Differentiating interstitial lung abnormalities and interstitial lung disease in lung cancer screening. 2024. (Apresentação de Trabalho/Conferência ou palestra).

• OZALTIN, B. ; AZIMBAGIRAD, M. ; SELVARAJAH, B. ; BHAMANI, A. . Interstitial lung abnormality presence associates with mortality in a lung cancer screening cohort independent of multi-organ comorbiditie. 2024. (Apresentação de Trabalho/Congresso).

• AZIMBAGIRAD, M. ; VASUDEV, P. ; SELVARAJAH, B. ; BHAMANI, A. . Interstitial Lung Abnormalities Detection and Assessment using AI in a Lung Cancer Screening Population. 2024. (Apresentação de Trabalho/Congresso).

• AZIMBAGIRAD, M. ; VASUDEV, P. ; SZMUL, A. ; MCCABE, J. . Spectral Transition Evaluation and Heat Map Extraction for Deep Learning Classifiers. 2024. (Apresentação de Trabalho/Conferência ou palestra).

• AZIMBAGIRAD, M. ; DARDENNE, G. ; BEN SALEM, D. ; REMY-NERIS, O. ; STINDEL, E. ; BURDIN, V. . semi-automatic tool for thigh muscle segmentation. 2022. (Apresentação de Trabalho/Conferência ou palestra).

• AZIMBAGIRAD, M. ; DARDENNE, G. ; BEN SALEM, D. ; REMY-NERIS, O. ; BURDIN, V. . Combined Multi-Protocols qMRI for Thigh Muscle Analysis: A Preliminary Study. 2021. (Apresentação de Trabalho/Conferência ou palestra).

• AZIMBAGIRAD, M. ; DARDENNE, G. ; BEN SALEM, D. ; REMY-NERIS, O. ; BURDIN, V. . Towards the definition of a patient-specific rehabilitation program for TKA: A new MRI- based approach for the easy volumetric analysis of thigh muscles. 2021. (Apresentação de Trabalho/Conferência ou palestra).

• NEVES, L. V. ; DANELICHEN, F. B. ; FAUSTINO, A. ; MATSUURA, F. K. ; VIANI ARRUDA, GUSTAVO ; AZIMBAGIRAD, M. ; DE ARAUJO FARIA, VANESSA ; FERNANDES PAVONI, JULIANA ; CEZAR FELIPE, JOAQUIM ; MURTA JUNIOR, LUIZ OTAVIO . easibility Of Prediction Of Radiation-Related Caries In Head-Neck Cancer Patients Using Machine Learning And Radiomics Features. 2020. (Apresentação de Trabalho/Conferência ou palestra).

• LUCCAS, V. A. S. ; AZIMBAGIRAD, M. ; CARNEIRO, A. A. O. . 3D Ultrasound Breast Automated Acquisition System. 2019. (Apresentação de Trabalho/Conferência ou palestra).

• LUCCAS, V. A. S. ; AZIMBAGIRAD, M. ; CABRELLI, L. C. ; PAVAN, T. Z. ; MURTA JUNIOR, LUIZ OTAVIO ; CARNEIRO, ANTONIO ADILTON OLIVEIRA . Prototype of a low-cost 3D breast ultrasound imaging system. 2019. (Apresentação de Trabalho/Conferência ou palestra).

• AZIMBAGIRAD, M. ; MURTA JUNIOR, L. O. ; A. C. da Silva S. F. . Conversion of Brain Tissue volumes by MR Images form 1.5 to 3.0 Tesla scanners for Multiple Sclerosis patients. 2017. (Apresentação de Trabalho/Conferência ou palestra).

• AZIMBAGIRAD, M. ; Felipe W. Grillo . A Realistic Phantom for Brain Segmentation Comparative Evaluation. 2017. (Apresentação de Trabalho/Conferência ou palestra).

• AZIMBAGIRAD, M. ; AMIRIAN, A. ; OVEISI, M. . QR Decomposition for Least-Squares Interpretation Systems of Schlumberger Sounding Curves. 2013. (Apresentação de Trabalho/Conferência ou palestra).

• DARVISHI, M. T. ; AZIMBAGIRAD, M. . New preconditioner for Gauss-Seidel method For H-matrices. 2009. (Apresentação de Trabalho/Conferência ou palestra).

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