Detection and phenotyping of retinal disease using AM-FM processing for feature extraction. - Carla Agurto; Sergio Murillo; Víctor Murray; Marios Pattichis; Stephen R. Russell; Michael Abramoff; Peter Soliz (ACSCC, 2008)

Multi-scale AM-FM for lesion phenotyping on age-related macular degeneration. - Eduardo S. Barriga; Víctor Murray; Carla Agurto; Marios S. Pattichis; Stephen R. Russell; Michael Abramoff; Herbert Davis; Peter Soliz (CBMS, 2009)

Automatic system for diabetic retinopathy screening based on AM-FM, partial least squares, and support vector machines. - E. Simon Barriga; Víctor Murray; Carla Agurto; Marios S. Pattichis; Wendall Bauman; Gilberto Zamora; Peter Soliz (ISBI, 2010)

Effects of image compression and degradation on an automatic diabetic retinopathy screening algorithm. - Carla Agurto; E. Simon Barriga; Víctor Murray; Marios S. Pattichis; Peter Soliz (Computer-Aided Diagnosis, 2010)

Multiscale AM-FM Methods for Diabetic Retinopathy Lesion Detection. - Carla Agurto; Víctor Murray; Eduardo S. Barriga; Sergio Murillo; Marios S. Pattichis; Herbert Davis; Stephen R. Russell; Michael D. Abràmoff; Peter Soliz (IEEE Trans. Medical Imaging, 2010)

Toward comprehensive detection of sight threatening retinal disease using a multiscale AM-FM methodology. - Carla Agurto; E. Simon Barriga; Víctor Murray; Sergio Murillo; Gilberto Zamora; Wendall Bauman; Marios S. Pattichis; Peter Soliz (Computer-Aided Diagnosis, 2011)

Fast localization of optic disc and fovea in retinal images for eye disease screening. - H. Yu; E. Simon Barriga; Carla Agurto; Sebastian Echegaray; Marios S. Pattichis; Gilberto Zamora; Wendall Bauman; Peter Soliz (Computer-Aided Diagnosis, 2011)

Detection of neovascularization in the optic disc using an AM-FM representation, granulometry, and vessel segmentation. - Carla Agurto; Honggang Yu; Víctor Murray; Marios S. Pattichis; E. Simon Barriga; Wendall Bauman; Peter Soliz (EMBC, 2012)

Real-time diabetic retinopathy patient screening using multiscale AM-FM methods. - Víctor Murray; Carla Agurto; E. Simon Barriga; Marios S. Pattichis; Peter Soliz (ICIP, 2012)

Fast vessel segmentation in retinal images using multi-scale enhancement and second-order local entropy. - H. Yu; E. Simon Barriga; Carla Agurto; Gilberto Zamora; Wendall Bauman; Peter Soliz (Computer-Aided Diagnosis, 2012)

Detection of hard exudates and red lesions in the macula using a multiscale approach. - Carla Agurto; Honggang Yu; Víctor Murray; Marios S. Pattichis; E. Simon Barriga; Peter Soliz (SSIAI, 2012)

Automated image quality evaluation of retinal fundus photographs in diabetic retinopathy screening. - Honggang Yu; Carla Agurto; E. Simon Barriga; Sheila C. Nemeth; Peter Soliz; Gilberto Zamora (SSIAI, 2012)

Fast Localization and Segmentation of Optic Disk in Retinal Images Using Directional Matched Filtering and Level Sets. - Honggang Yu; E. Simon Barriga; Carla Agurto; Sebastian Echegaray; Marios S. Pattichis; Wendall Bauman; Peter Soliz (IEEE Trans. Inf. Technol. Biomed., 2012)

Training set optimization and classifier performance in a top-down diabetic retinopathy screening system. - Jeffrey Wigdahl; Carla Agurto; Víctor Murray; E. Simon Barriga; Peter Soliz (Computer-Aided Diagnosis, 2013)

Automated retinal vessel type classification in color fundus images. - Honggang Yu; E. Simon Barriga; Carla Agurto; Sheila C. Nemeth; Wendall Bauman; Peter Soliz (Computer-Aided Diagnosis, 2013)

Detection of hypertensive retinopathy using vessel measurements and textural features. - Carla Agurto; Vinayak Joshi; Sheila C. Nemeth; Peter Soliz; E. Simon Barriga (EMBC, 2014)

Comprehensive automatic assessment of retinal vascular abnormalities for computer-assisted retinopathy grading. - Vinayak Joshi; Carla Agurto; Richard VanNess; Sheila C. Nemeth; Peter Soliz; E. Simon Barriga (EMBC, 2014)

A Multiscale Optimization Approach to Detect Exudates in the Macula. - Carla Agurto; Víctor Murray; Honggang Yu; Jeffrey Wigdahl; Marios S. Pattichis; Sheila C. Nemeth; E. Simon Barriga; Peter Soliz (IEEE J. Biomed. Health Informatics, 2014)

Characterization of diabetic peripheral neuropathy in infrared video sequences using independent component analysis. - Carla Agurto; E. Simon Barriga; Mark R. Burge; Peter Soliz (MLSP, 2015)

A multiscale decomposition approach to detect abnormal vasculature in the optic disc. - Carla Agurto; Honggang Yu; Víctor Murray; Marios S. Pattichis; Sheila C. Nemeth; E. Simon Barriga; Peter Soliz (Comput. Medical Imaging Graph., 2015)

Detection of diabetic peripheral neuropathy using spatial-temporal analysis in infrared videos. - Peter Soliz; Carla Agurto; Ana Edwards; Zyden Jarry; Janet Simon; Christopher Calder; Mark R. Burge (ACSSC, 2016)

Vessel discoloration detection in malarial retinopathy. - Carla Agurto; Sheila C. Nemeth; E. Simon Barriga; Peter Soliz; Ian J. C. MacCormick; Terrie Taylor; Simon Harding; Susan Lewallen; Vinayak Joshi (Computer-Aided Diagnosis, 2016)

Comprehensive eye evaluation algorithm. - Carla Agurto; Sheila C. Nemeth; Gilberto Zamora; M. Vahtel; Peter Soliz; Eduardo Simon Barriga (Computer-Aided Diagnosis, 2016)

Automated detection of retinal whitening in malarial retinopathy. - Vinayak Joshi; Carla Agurto; E. Simon Barriga; Sheila C. Nemeth; Peter Soliz; Ian J. C. MacCormick; Terrie Taylor; Susan Lewallen; Simon Harding (Computer-Aided Diagnosis, 2016)

A thermoregulation model to detect diabetic peripheral neuropathy. - Carla Agurto; Viktor Chekh; Ana Edwards; Zyden Jarry; E. Simon Barriga; Janet Simon; Peter Soliz (SSIAI, 2016)

Clinical utilization of automated image analysis software for improving retinal reader's performance. - Vinayak Joshi; Carla Agurto; E. Simon Barriga; Sheila C. Nemeth; Peter Soliz (SSIAI, 2016)

Phonological Markers of Oxytocin and MDMA Ingestion. - Carla Agurto; Raquel Norel; Rachel Ostrand; Gillinder Bedi; Harriet de Wit; Matthew J. Baggott; Matthew G. Kirkpatrick; Margaret Wardle; Guillermo A. Cecchi (INTERSPEECH, 2017)

Detection of Amyotrophic Lateral Sclerosis (ALS) via Acoustic Analysis. - Raquel Norel; Mary Pietrowicz; Carla Agurto; Shay Rishoni; Guillermo A. Cecchi (INTERSPEECH, 2018)

Predictive Linguistic Markers of Suicidality in Poets. - Carla Agurto; Pat Pataranutaporn; Elif K. Eyigöz; Gustavo Stolovitzky; Guillermo A. Cecchi (ICSC, 2018)

Analyzing progression of motor and speech impairment in ALS. - Carla Agurto; Mary Pietrowicz; Elif K. Eyigöz; Elizabeth Mosmiller; Emily G. Baxi; Jeffrey D. Rothstein; Promit Roy; James D. Berry; Nicholas J. Maragakis; Omar Ahmad; Guillermo A. Cecchi; Raquel Norel (EMBC, 2019)

Speech Markers for Clinical Assessment of Cocaine Users. - Carla Agurto; Raquel Norel; Mary Pietrowicz; Muhammad A. Parvaz; Sivan Kinreich; Keren Bachi; Guillermo A. Cecchi; Rita Z. Goldstein (ICASSP, 2019)

Dimensional Analysis of Laughter in Female Conversational Speech. - Mary Pietrowicz; Carla Agurto; Jonah Casebeer; Mark Hasegawa-Johnson; Karrie Karahalios; Guillermo A. Cecchi (ICASSP, 2019)

A New Approach for Automating Analysis of Responses on Verbal Fluency Tests from Subjects At-Risk for Schizophrenia. - Mary Pietrowicz; Carla Agurto; Raquel Norel; Elif Eyigöz; Guillermo A. Cecchi; Zarina R. Bilgrami; Cheryl Corcoran (INTERSPEECH, 2019)

Evaluating the utility of a picture description task for monitoring progression of ALS at home. - Carla Agurto; Guillermo A. Cecchi; Mary Pietrowicz; Divya Ramamoorthy; Lorin Wilde; Elizabeth Mosmiller; Emily G. Baxi; Nicholas J. Maragakis; James D. Berry; Ernest Fraenkel; Jeffrey D. Rothstein; Raquel Norel (AMIA, 2020)

Cloud-Native Language-Based Analysis for Neurodegenerative Assessment. - Sundar Saranathan; Piyush Madan; Carla Agurto; Elif Eyigöz; Lauren Mitchell; Shilpa Mahatma; Guillermo A. Cecchi (AMIA, 2020)

Analyzing acoustic and prosodic fluctuations in free speech to predict psychosis onset in high-risk youths. - Carla Agurto; Mary Pietrowicz; Raquel Norel; Elif K. Eyigöz; Emma Stanislawski; Guillermo A. Cecchi; Cheryl Corcoran (EMBC, 2020)

Dependency Analysis of Spoken Language for Assessment of Neurological Disorders. - Elif Eyigöz; Mary Pietrowicz; Carla Agurto; Juan Rafael Orozco-Arroyave; Adolfo M. García; Sabine Skodda; Jan Rusz; Elmar Nöth; Guillermo A. Cecchi (RaPID@LREC, 2020)

Crowdsourcing digital health measures to predict Parkinson's disease severity: the Parkinson's Disease Digital Biomarker DREAM Challenge. - Solveig K. Sieberts; Jennifer Schaff; Marlena Duda; Bálint Á Pataki; Ming Sun; Phil Snyder; Jean-Francois Daneault; Federico Parisi; Gianluca Costante; Udi Rubin; Peter Banda; Yooree Chae; et al. (npj Digit. Medicine, 2021)

Definition and clinical validation of Pain Patient States from high-dimensional mobile data: application to a chronic pain cohort. - Jenna M. Reinen; Carla Agurto; Guillermo A. Cecchi; Jeffrey L. Rogers; NAVITAS / ENVISION Studies Physician Author Group; Boston Scientific Research Scientists Consortium (ICDH, 2022)

Accelerating automation of digital health applications via cloud native approach. - Bo Wen; Yan Koyfman; Hongfei Tian; Boris Lublinsky; Raquel Norel; Carla Agurto; Dean Wampler; Narciso Albarracin (WOC@Middleware, 2022)

PainPoints: A Framework for Language-based Detection of Chronic Pain and Expert-Collaborative Text-Summarization. - Shreyas Fadnavis; Amit Dhurandhar; Raquel Norel; Jenna M. Reinen; Carla Agurto; Erica Secchettin; Vittorio Schweiger; Giovanni Perini; Guillermo A. Cecchi (CoRR, 2022)

Identifying patterns in amyotrophic lateral sclerosis progression from sparse longitudinal data. - Divya Ramamoorthy; Kristen Severson; Soumya Ghosh; Karen Sachs; Emily G. Baxi; Alyssa N. Coyne; Elizabeth Mosmiller; Lindsey Hayes; Aianna Cerezo; Omar Ahmad; Promit Roy; Steven Zeiler; et al. (Nat. Comput. Sci., 2022)

Remote Inference of Cognitive Scores in ALS Patients Using a Picture Description. - Carla Agurto; Guillermo A. Cecchi; Bo Wen; Ernest Fraenkel; James D. Berry; Indu Navar; Raquel Norel (ICDH, 2023)

The Impact of COVID-19 on Chronic Pain: Multidimensional Clustering Reveals Deep Insights into Spinal Cord Stimulation Patients. - Sara E. Berger; Carla Agurto; Guillermo A. Cecchi; Elif Eyigöz; Brad Hershey; Kristen Lechleiter; Dat Huynh; Matt McDonald; Jeffrey L. Rogers (ICDH, 2023)

The Impact of COVID-19 on Chronic Pain: Multidimensional Clustering Reveals Deep Insights into Spinal Cord Stimulation Patients. - Sara E. Berger; Carla Agurto; Guillermo A. Cecchi; Elif Eyigöz; Brad Hershey; Kristen Lechleiter; NAVITAS / ENVISION Studies Physician Author Group; Dat Huynh; Matt McDonald; Jeffrey L. Rogers (CoRR, 2023)

Clinical assessment and interpretation of dysarthria in ALS using attention based deep learning AI models. - Michele Merler; Carla Agurto; Julian Peller; Esteban Roitberg; Alan Taitz; Marcos A. Trevisan; Indu Navar; James D. Berry; Ernest Fraenkel; Lyle W. Ostrow; Guillermo A. Cecchi; Raquel Norel (npj Digit. Medicine, 2025)