Carla Agurto
Carla Agurto
Research Staff Member
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Multiscale AM-FM methods for diabetic retinopathy lesion detection
C Agurto, V Murray, E Barriga, S Murillo, M Pattichis, H Davis, S Russell, ...
IEEE transactions on medical imaging 29 (2), 502-512, 2010
Fast localization and segmentation of optic disk in retinal images using directional matched filtering and level sets
H Yu, ES Barriga, C Agurto, S Echegaray, MS Pattichis, W Bauman, ...
IEEE Transactions on information technology in biomedicine 16 (4), 644-657, 2012
Automatic detection of diabetic retinopathy and age-related macular degeneration in digital fundus images
C Agurto, ES Barriga, V Murray, S Nemeth, R Crammer, W Bauman, ...
Investigative ophthalmology & visual science 52 (8), 5862-5871, 2011
A multiscale optimization approach to detect exudates in the macula
C Agurto, V Murray, H Yu, J Wigdahl, M Pattichis, S Nemeth, ES Barriga, ...
IEEE Journal Of Biomedical and health informatics 18 (4), 1328-1336, 2014
Automated image quality evaluation of retinal fundus photographs in diabetic retinopathy screening
H Yu, C Agurto, S Barriga, SC Nemeth, P Soliz, G Zamora
2012 IEEE Southwest symposium on image analysis and interpretation, 125-128, 2012
System and methods for automatic processing of digital retinal images in conjunction with an imaging device
S Barriga, C Agurto, YU Honggang, P Soliz, G Zamora, V Joshi
US Patent 9,462,945, 2016
Fast vessel segmentation in retinal images using multi-scale enhancement and second-order local entropy
H Yu, S Barriga, C Agurto, G Zamora, W Bauman, P Soliz
Medical imaging 2012: computer-aided diagnosis 8315, 386-397, 2012
Fast localization of optic disc and fovea in retinal images for eye disease screening
H Yu, S Barriga, C Agurto, S Echegaray, M Pattichis, G Zamora, ...
Medical Imaging 2011: Computer-Aided Diagnosis 7963, 373-384, 2011
Answer ALS, a large-scale resource for sporadic and familial ALS combining clinical and multi-omics data from induced pluripotent cell lines
EG Baxi, T Thompson, J Li, JA Kaye, RG Lim, J Wu, D Ramamoorthy, ...
Nature neuroscience 25 (2), 226-237, 2022
Detection of neovascularization in the optic disc using an AM-FM representation, granulometry, and vessel segmentation
C Agurto, H Yu, V Murray, MS Pattichis, S Barriga, W Bauman, P Soliz
2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012
Detection of amyotrophic lateral sclerosis (ALS) via acoustic analysis
R Norel, M Pietrowicz, C Agurto, S Rishoni, G Cecchi
bioRxiv, 383414, 2018
A fixed-point implementation of the expanded hyperbolic CORDIC algorithm
DR Llamocca-Obregón, CP Agurto-Ríos
Latin American applied research 37 (1), 83-91, 2007
Multi-scale AM-FM for lesion phenotyping on age-related macular degeneration
ES Barriga, V Murray, C Agurto, MS Pattichis, S Russell, MD Abramoff, ...
2009 22nd IEEE international symposium on computer-based medical systems, 1-5, 2009
A 3D freehand ultrasound system for multi-view reconstructions from sparse 2D scanning planes
H Yu, MS Pattichis, C Agurto, M Beth Goens
Biomedical engineering online 10 (1), 1-22, 2011
Automatic system for diabetic retinopathy screening based on am-fm, partial least squares, and support vector machines
ES Barriga, V Murray, C Agurto, M Pattichis, W Bauman, G Zamora, ...
2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro …, 2010
Crowdsourcing digital health measures to predict Parkinson’s disease severity: the Parkinson’s Disease Digital Biomarker DREAM Challenge
SK Sieberts, J Schaff, M Duda, BÁ Pataki, M Sun, P Snyder, JF Daneault, ...
NPJ digital medicine 4 (1), 53, 2021
A multiscale decomposition approach to detect abnormal vasculature in the optic disc
C Agurto, H Yu, V Murray, MS Pattichis, S Nemeth, S Barriga, P Soliz
Computerized Medical Imaging and Graphics 43, 137-149, 2015
Detection of hypertensive retinopathy using vessel measurements and textural features
C Agurto, V Joshi, S Nemeth, P Soliz, S Barriga
2014 36th annual international conference of the IEEE engineering in …, 2014
Speech-based characterization of dopamine replacement therapy in people with Parkinson’s disease
R Norel, C Agurto, S Heisig, JJ Rice, H Zhang, R Ostrand, PW Wacnik, ...
npj Parkinson's Disease 6 (1), 12, 2020
Detection and phenotyping of retinal disease using AM-FM processing for feature extraction
C Agurto, S Murillo, V Murray, M Pattichis, S Russell, M Abramoff, P Soliz
2008 42nd Asilomar Conference on Signals, Systems and Computers, 659-663, 2008
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