no code implementations • 4 Mar 2024 • Bardia Yousefi, Mélina Khansari, Ryan Trask, Patrick Tallon, Carina Carino, Arman Afrasiyabi, Vikas Kundra, Lan Ma, Lei Ren, Keyvan Farahani, Michelle Hershman
Multiple imaging datasets overall of 72, 236 cases, 70, 000 MINST data, 1596 from multiple Chest-XRay pneumonia datasets, and three NSCLC CT/PET datasets with a total of 640 lung cancer patients, were used to benchmark and validate PR-Isomap.
no code implementations • 12 Feb 2024 • Mahtab Darvish, Ryan Trask, Patrick Tallon, Mélina Khansari, Lei Ren, Michelle Hershman, Bardia Yousefi
Lung cancer is the primary cause of cancer-related mortality, claiming approximately 1. 79 million lives globally in 2020, with an estimated 2. 21 million new cases diagnosed within the same period.
no code implementations • 29 Dec 2023 • Bardia Yousefi
These findings suggest that JSE and Weibull embedding techniques substantially help preserve crucial thermal patterns as a biomarker leading to improved CBE and enabling the very early detection of breast cancer.
no code implementations • 3 Jun 2021 • Bardia Yousefi, Hossein Memarzadeh Sharifipour, Xavier P. V. Maldague
In this study, an embedding method is proposed to address this problem and Deep-semi-nonnegative matrix factorization (Deep-SemiNMF) for thermography is introduced, then tested for 208 breast cancer screening cases.
no code implementations • 14 Oct 2020 • Bardia Yousefi, Clemente Ibarra Castanedo, Xavier P. V. Maldague
Active and passive thermography are two efficient techniques extensively used to measure heterogeneous thermal patterns leading to subsurface defects for diagnostic evaluations.
no code implementations • 16 Sep 2020 • Hossein Memarzadeh Sharifipour, Bardia Yousefi, Xavier P. V. Maldague
Multiscale shape skeletonization on pixel adjacency graphs is an advanced intriguing research subject in the field of image processing, computer vision and data mining.
no code implementations • 14 Sep 2020 • Hossein Memarzadeh Sharifipour, Bardia Yousefi
With enriching Mat over various semirings such as Boolean and (max,+) semirings, one can arrive at classical definition of binary and gray-scale images using the categorical tensor product in Mat.
no code implementations • 13 Sep 2015 • Bardia Yousefi, Chu Kiong Loo
Studies on computational neuroscience through functional magnetic resonance imaging (fMRI) and following biological inspired system stated that human action recognition in the brain of mammalian leads two distinct pathways in the model, which are specialized for analysis of motion (optic flow) and form information.
no code implementations • 9 Sep 2015 • Bardia Yousefi, C. K. Loo
Form features in the visual system biologically follows the application of active basis model with incremental slow feature analysis for the extraction of the slowest form features of human objects movements in the ventral stream.