Bardia Yousefi

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 18

Top Topics

Low Rank Approximation

Action Recognition

Morphological Transformations

Top Venues

Medical Imaging: Computer-Aided Diagnosis

IEEE Trans. Instrum. Meas.

Publications

Mahtab Darvish, Ryan Trask, Patrick Tallon, Mélina Khansari, Lei Ren, Michelle Hershman, Bardia Yousefi
AI-Enabled Lung Cancer Prognosis. CoRR (2024)
Bardia Yousefi, Mélina Khansari, Ryan Trask, Patrick Tallon, Carina Carino, Arman Afrasiyabi, Vikas Kundra, Lan Ma, Lei Ren, Keyvan Farahani, Michelle Hershman
Density-based Isometric Mapping. CoRR (2024)
Bardia Yousefi
Distribution-based Low-rank Embedding. CoRR (2023)
Hannah Horng, Apurva Singh, Bardia Yousefi, Eric A. Cohen, Babak Haghighi, Sharyn Katz, Peter B. Noël, Russell T. Shinohara, Despina Kontos
Iterative ComBat methods for harmonization of radiomic features. Medical Imaging: Computer-Aided Diagnosis (2022)
José Marcio Luna, Andrew R. Barsky, Russell T. Shinohara, Alexandra D. Dreyfuss, Leonid Roshkovan, Michelle Hershman, Babak Haghighi, Bardia Yousefi, Peter B. Noël, Keith A. Cengel, Sharyn Katz, Eric S. Diffenderfer, Despina Kontos
Radiomic features predict local failure-free survival in stage III NSCLC adenocarcinoma treated with chemoradiation. Medical Imaging: Computer-Aided Diagnosis (2021)
Bardia Yousefi, Clemente Ibarra-Castanedo, Xavier P. V. Maldague
Measuring Heterogeneous Thermal Patterns in Infrared-Based Diagnostic Systems Using Sparse Low-Rank Matrix Approximation: Comparative Study. IEEE Trans. Instrum. Meas. 70 (2021)
Bardia Yousefi, Hossein Memarzadeh Sharifipour, Xavier P. V. Maldague
A Diagnostic Biomarker for Breast Cancer Screening via Hilbert Embedded Deep Low-Rank Matrix Approximation. IEEE Trans. Instrum. Meas. 70 (2021)
Apurva Singh, Zhuoyang Wang, Sharyn Katz, Bardia Yousefi, Despina Kontos
Development of a radiogenomic biomarker for tumor characterization and prognosis in non-small cell lung cancer patients. Medical Imaging: Computer-Aided Diagnosis (2021)
Bardia Yousefi, Clemente Ibarra-Castanedo, Martin Chamberland, Xavier P. V. Maldague, Georges Beaudoin
Unsupervised Identification of Targeted Spectra Applying Rank1-NMF and FCC Algorithms in Long-Wave Hyperspectral Infrared Imagery. Remote. Sens. 13 (11) (2021)
Bardia Yousefi, Hossein Memarzadeh Sharifipour, Xavier P. V. Maldague
Embedded Deep Regularized Block HSIC Thermomics for Early Diagnosis of Breast Cancer. CoRR (2021)
Mohamed Chetoui, Moulay A. Akhloufi, Bardia Yousefi, El Mostafa Bouattane
Explainable COVID-19 Detection on Chest X-rays Using an End-to-End Deep Convolutional Neural Network Architecture. Big Data Cogn. Comput. 5 (4) (2021)
Hossein Memarzadeh Sharifipour, Bardia Yousefi
Mathematical Morphology via Category Theory. CoRR (2020)
Bardia Yousefi, Clemente Ibarra-Castanedo, Xavier P. V. Maldague
Low-rank Convex/Sparse Thermal Matrix Approximation for Infrared-based Diagnostic System. CoRR (2020)
Hossein Memarzadeh Sharifipour, Bardia Yousefi, Xavier P. V. Maldague
Skeletonization and Reconstruction based on Graph Morphological Transformations. CoRR (2020)
Bardia Yousefi, Chu Kiong Loo
A dual fast and slow feature interaction in biologically inspired visual recognition of human action. Appl. Soft Comput. 62 (2018)
Bardia Yousefi, Stefano Sfarra, Fabrizio Sarasini, Xavier P. V. Maldague
IRNDT Inspection Via Sparse Principal Component Thermography. CCECE (2018)
Bardia Yousefi, Hossein Memarzadeh Sharifipour, Clemente Ibarra-Castanedo, Xavier P. V. Maldague
Automatic IRNDT inspection applying sparse PCA-based clustering. CCECE (2017)
Bardia Yousefi, Chu Kiong Loo
Slow feature action prototypes effect assessment in mechanism for recognition of biological movement ventral stream. Int. J. Bio Inspired Comput. 8 (6) (2016)
Bardia Yousefi, Chu Kiong Loo
Bio-Inspired Human Action Recognition using Hybrid Max-Product Neuro-Fuzzy Classifier and Quantum-Behaved PSO. CoRR (2015)
Bardia Yousefi, Seyed Mostafa Mirhassani, Alireza Ahmadifard, Mohammadmehdi Hosseini
Hierarchical segmentation of urban satellite imagery. Int. J. Appl. Earth Obs. Geoinformation 30 (2014)
Bardia Yousefi, Hua-Nong Ting, Seyed Mostafa Mirhassani, Mohammadmehdi Hosseini
Development of computer-aided detection of breast lesion using gabor-wavelet BASED features in mammographic images. ICCSCE (2013)
Bardia Yousefi, Chu Kiong Loo, Ali Memariani
Biological inspired human action recognition. RiiSS (2013)
Bardia Yousefi, Chu Kiong Loo
Development of Fast Incremental Slow Feature Analysis (F-IncSFA). IJCNN (2012)
M. J. Rastegar Fatemi, Seyed Mostafa Mirhassani, Bardia Yousefi
Fusion of IKONOS Remote Sensing Filtered Images Using Shadow Information to Improve the Rate of Building Extraction in Urban Images. ISDA (2009)
Seyed Mostafa Mirhassani, Bardia Yousefi, Alireza Ahmadyfard, Mitra Bahadorian
Motion based unsharp masking [MUSM] for extracting building from urban images. SMC (2008)