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ResearcherID: AAG-7611-2021
Scopus Author ID: 56026163300

Keywords

machine learning, artificial intelligence

Countries

United States, Spain, France

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Employment (4)

Weill Cornell Medicine: New York, US

2024-06-15 to present | Postdoctoral Research Associate (Department of Radiology)
Employment
Source: Self-asserted source
Bahram Jafrasteh

Biomedical Research and Innovation Institute of Cadiz: Cadiz, ES

2021 to present | Researcher in machine learning applied to medical data
Employment
Source: Self-asserted source
Bahram Jafrasteh

Université Côte d'Azur: Nice, FR

2020 to 2021 | Postdoctoral research in machine learning
Employment
Source: Self-asserted source
Bahram Jafrasteh

Universidad Autónoma de Madrid: Madrid, Madrid, ES

2016-09-01 to 2016-12-31 | Researcher (Escuela Politécnica Superior)
Employment
Source: Self-asserted source
Bahram Jafrasteh

Education and qualifications (3)

Isfahan University of Technology: Isfahan, Isfahan, IR

2012-09-01 to 2018-09 | PhD (Department of Mining Engineering)
Education
Source: Self-asserted source
Bahram Jafrasteh

Isfahan University of Technology: Isfahan, Isfahan, IR

2009-09-01 to 2012-03-01 | M.Sc. (Department of Mining Engineering)
Education
Source: Self-asserted source
Bahram Jafrasteh

University of Tehran: Tehran, Tehran, IR

2005-09-01 to 2009-09-01 | B.Sc (Department of mining engineering)
Education
Source: Self-asserted source
Bahram Jafrasteh

Works (15)

Enhanced Spatial Fuzzy C-Means Algorithm for Brain Tissue Segmentation in T1 Images

Neuroinformatics
2024 | Journal article
DOI: 10.1007/S12021-024-09661-X
WOSUID: WOS:001207626700001
Contributors: Jafrasteh, Bahram; Lubian-Gutierrez, Manuel; Lubian-Lopez, Simon Pedro; Benavente-Fernandez, Isabel
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Mask-Guided Attention U-Net for Enhanced Neonatal Brain Extraction and Image Preprocessing

ArXiv
2024 | Journal article
WOSUID: PPRN:89498431
Contributors: Jafrasteh, Bahram; Lubian-Lopez, Simon Pedro; Trimarco, Emiliano; Ruiz, Macarena Roman; Barrios, Carmen Rodriguez; Almagro, Yolanda Marin; Benavente-Fernandez, Isabel
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MGA-Net: A novel mask-guided attention neural network for precision neonatal brain imaging

NeuroImage
2024-10 | Journal article
DOI: 10.1016/j.neuroimage.2024.120872
Contributors: Bahram Jafrasteh; Simón Pedro Lubián-López; Emiliano Trimarco; Macarena Román Ruiz; Carmen Rodríguez Barrios; Yolanda Marín Almagro; Isabel Benavente-Fernández
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A deep sift convolutional neural networks for total brain volume estimation from 3D ultrasound images

Computer Methods and Programs in Biomedicine
2023 | Journal article
DOI: 10.1016/J.CMPB.2023.107805
WOSUID: WOS:001082061000001
Contributors: Jafrasteh, Bahram; Lubian-Lopez, Simon Pedro; Benavente-Fernandez, Isabel
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Gaussian processes for missing value imputation

Knowledge-Based Systems
2023 | Journal article
DOI: 10.1016/J.KNOSYS.2023.110603
WOSUID: WOS:001001638400001
WOSUID: PPRN:12829520
Source: Self-asserted source
Bahram Jafrasteh
grade
Preferred source (of 4)‎

Input Dependent Sparse Gaussian Processes

Proceedings of Machine Learning Research
2022 | Journal article
WOSUID: WOS:000922378804033
Contributors: Jafrasteh, Bahram; Villacampa-Calvo, Carlos; Hernandez-Lobato, Daniel
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Objective functions from Bayesian optimization to locate additional drillholes

Computers & Geosciences
2021 | Journal article
DOI: 10.1016/J.CAGEO.2020.104674
WOSUID: WOS:000609495200004
Contributors: Jafrasteh, Bahram; Suarez, Alberto
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Generative adversarial networks as a novel approach for tectonic fault and fracture extraction in high-resolution satellite and airborne optical images

International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives
2020 | Conference paper
DOI: 10.5194/isprs-archives-XLIII-B3-2020-1219-2020
EID:

2-s2.0-85091131632

Part of ISSN: 16821750
Contributors: Jafrasteh, B.; Manighetti, I.; Zerubia, J.
Source: Self-asserted source
Bahram Jafrasteh via Scopus - Elsevier

Comparison of machine learning methods for copper ore grade estimation

Computational Geosciences
2018 | Journal article
DOI: 10.1007/S10596-018-9758-0
WOSUID: WOS:000444706400013
Contributors: Jafrasteh, Bahram; Fathianpour, Nader; Suarez, Alberto
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A hybrid simultaneous perturbation artificial bee colony and back propagation algorithm for training a local linear radial basis neural network on ore grade estimation

Neurocomputing
2017 | Journal article
DOI: 10.1016/J.NEUCOM.2017.01.016
WOSUID: WOS:000395219700023
Contributors: Jafrasteh, Bahram; Fathianpour, Nader
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Automatic extraction of geometrical characteristics hidden in ground-penetrating radar sectional images using simultaneous perturbation artificial bee colony algorithm

Geophysical Prospecting
2017 | Journal article
DOI: 10.1111/1365-2478.12413
WOSUID: WOS:000392371900025
Contributors: Jafrasteh, B.; Fathianpour, N.
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Optimal location of additional exploratory drillholes using a fuzzy-artificial bee colony algorithm

Arabian Journal of Geosciences
2017 | Journal article
DOI: 10.1007/S12517-017-2948-6
WOSUID: WOS:000401323000016
Contributors: Jafrasteh, Bahram; Fathianpour, Nader
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Advanced machine learning methods for copper ore grade estimation

22nd European Meeting of Environmental and Engineering Geophysics, Near Surface Geoscience 2016
2016 | Conference paper
DOI: 10.3997/2214-4609.201601988
EID:

2-s2.0-85085406185
Contributors: Jafrasteh, B.; Fathianpour, N.; Suárez, A.
Source: Self-asserted source
Bahram Jafrasteh via Scopus - Elsevier

Geometrical parameter extraction of cylindrical buried objects in GPR sectional images using a modified genetic algorithm

Journal of the Earth and Space Physics
2015 | Journal article
EID:

2-s2.0-84928966393

Part of ISSN: 25383906 2538371X
Contributors: Jafrasteh, B.; Fathianpour, N.; Tabatabaei, S.H.
Source: Self-asserted source
Bahram Jafrasteh via Scopus - Elsevier

Optimal fuzzy load frequency controller with simultaneous auto-tuned membership functions and fuzzy control rules

Turkish Journal of Electrical Engineering & Computer Sciences
2014 | Journal article
DOI: 10.3906/ELK-1203-3
WOSUID: WOS:000329163200007
Contributors: Zamani, Abas Ali; Bijami, Ehsan; Sheikholeslam, Farid; Jafrasteh, Bahram
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Peer review (63 reviews for 26 publications/grants)

Review activity for Artificial intelligence in medicine. (2)
Review activity for Computational and Structural Biotechnology Journal (1)
Review activity for Computers & geosciences. (4)
Review activity for Computers and electronics in agriculture. (1)
Review activity for Computers and electronics in agriculture. (1)
Review activity for Computers in biology and medicine. (4)
Review activity for Computers in biology and medicine. (4)
Review activity for Earth science informatics. (2)
Review activity for Environmental earth sciences. (1)
Review activity for Environmental geology. (1)
Review activity for Heliyon. (2)
Review activity for Information sciences. (1)
Review activity for Information sciences. (1)
Review activity for International journal of electrical power & energy systems. (1)
Review activity for ISA transactions. (1)
Review activity for Journal of applied geophysics. (1)
Review activity for Journal of scientific computing. (1)
Review activity for Journal of scientific computing. (3)
Review activity for Journal of the Taiwan Institute of Chemical Engineers. (1)
Review activity for Knowledge-based systems. (4)
Review activity for Knowledge-based systems. (1)
Review activity for Natural resources research. (1)
Review activity for Natural resources research. (10)
Review activity for Neural networks. (4)
Review activity for Neural networks. (4)
Review activity for PloS one. (6)
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