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Elif Eyigöz
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Journal Articles
- 2023
- [j1]Shruthi Chari
, Prasant Acharya, Daniel M. Gruen, Olivia Zhang, Elif K. Eyigöz, Mohamed F. Ghalwash, Oshani Seneviratne, Fernando J. Suarez Saiz
, Pablo Meyer, Prithwish Chakraborty, Deborah L. McGuinness:
Informing clinical assessment by contextualizing post-hoc explanations of risk prediction models in type-2 diabetes. Artif. Intell. Medicine 137: 102498 (2023)
Conference and Workshop Papers
- 2023
- [c14]Sara E. Berger
, Carla Agurto, Guillermo A. Cecchi, Elif Eyigöz, Brad Hershey, Kristen Lechleiter, Dat Huynh, Matt McDonald, Jeffrey L. Rogers:
The Impact of COVID-19 on Chronic Pain: Multidimensional Clustering Reveals Deep Insights into Spinal Cord Stimulation Patients. ICDH 2023: 91-99 - 2022
- [c13]Bo Wen, Vince S. Siu, Italo Buleje, Kuan Yu Hsieh
, Takashi Itoh, Lukas Zimmerli, Nigel Hinds, Elif Eyigöz, Bing Dang, Stefan von Cavallar, Jeffrey L. Rogers:
Health Guardian Platform: A technology stack to accelerate discovery in Digital Health research. ICDH 2022: 40-46 - 2021
- [c12]Sinem Güven Kaya, Bing Zhou, Rohan R. Arora, Noah Zheutlin, Gerard Vanloo, Elif K. Eyigöz:
Dynamic Content Generation for Augmented Technical Support. ISMAR Adjunct 2021: 441-446 - 2020
- [c11]Sundar Saranathan, Piyush Madan, Carla Agurto, Elif Eyigöz, Lauren Mitchell, Shilpa Mahatma, Guillermo A. Cecchi:
Cloud-Native Language-Based Analysis for Neurodegenerative Assessment. AMIA 2020 - [c10]Carla Agurto
, Mary Pietrowicz, Raquel Norel, Elif K. Eyigöz, Emma Stanislawski, Guillermo A. Cecchi, Cheryl Corcoran:
Analyzing acoustic and prosodic fluctuations in free speech to predict psychosis onset in high-risk youths. EMBC 2020: 5575-5579 - [c9]Elif Eyigöz, Mary Pietrowicz, Carla Agurto, Juan Rafael Orozco-Arroyave, Adolfo M. García, Sabine Skodda, Jan Rusz, Elmar Nöth, Guillermo A. Cecchi:
Dependency Analysis of Spoken Language for Assessment of Neurological Disorders. RaPID@LREC 2020 - 2019
- [c8]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:
Analyzing progression of motor and speech impairment in ALS. EMBC 2019: 6097-6102 - [c7]Mary Pietrowicz, Carla Agurto
, Raquel Norel, Elif Eyigöz, Guillermo A. Cecchi, Zarina R. Bilgrami, Cheryl Corcoran:
A New Approach for Automating Analysis of Responses on Verbal Fluency Tests from Subjects At-Risk for Schizophrenia. INTERSPEECH 2019: 3028-3032 - 2018
- [c6]Elif Eyigöz, Pablo Polosecki, Adolfo M. García, Katharina Rogg, Juan Rafael Orozco-Arroyave, Sabine Skodda, Eugenia Hesse, Agustín Ibáñez, Guillermo A. Cecchi:
Unsupervised Morphological Segmentation for Detecting Parkinson's Disease. AAAI Workshops 2018: 126-131 - [c5]Elif Eyigöz, Guillermo A. Cecchi, Ravi Tejwani:
Predicting Cognitive Impairments with a Mobile Application. ICAART (2) 2018: 683-692 - [c4]Carla Agurto
, Pat Pataranutaporn, Elif K. Eyigöz, Gustavo Stolovitzky, Guillermo A. Cecchi:
Predictive Linguistic Markers of Suicidality in Poets. ICSC 2018: 282-285 - 2013
- [c3]Elif Eyigöz, Daniel Gildea, Kemal Oflazer:
Simultaneous Word-Morpheme Alignment for Statistical Machine Translation. HLT-NAACL 2013: 32-40 - [c2]Elif Eyigöz, Daniel Gildea, Kemal Oflazer:
Multi-Rate HMMs for Word Alignment. WMT@ACL 2013: 494-502 - 2010
- [c1]Elif Eyigöz:
TAG Analysis of Turkish Long Distance Dependencies. TAG 2010: 151-156
Informal and Other Publications
- 2023
- [i4]Shruthi Chari, Prasant Acharya, Daniel M. Gruen, Olivia Zhang, Elif K. Eyigöz, Mohamed F. Ghalwash, Oshani Seneviratne, Fernando J. Suarez Saiz, Pablo Meyer, Prithwish Chakraborty, Deborah L. McGuinness:
Informing clinical assessment by contextualizing post-hoc explanations of risk prediction models in type-2 diabetes. CoRR abs/2302.05752 (2023) - [i3]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:
The Impact of COVID-19 on Chronic Pain: Multidimensional Clustering Reveals Deep Insights into Spinal Cord Stimulation Patients. CoRR abs/2310.01390 (2023) - 2022
- [i2]Bo Wen, Vince S. Siu, Italo Buleje, Kuan Yu Hsieh
, Takashi Itoh, Lukas Zimmerli, Nigel Hinds, Elif Eyigöz, Bing Dang, Stefan von Cavallar, Jeffrey L. Rogers:
Health Guardian Platform: A technology stack to accelerate discovery in Digital Health research. CoRR abs/2211.06330 (2022) - 2021
- [i1]Shruthi Chari, Prithwish Chakraborty, Mohamed F. Ghalwash, Oshani Seneviratne, Elif K. Eyigöz, Daniel M. Gruen, Fernando J. Suarez Saiz, Ching-Hua Chen, Pablo Meyer Rojas, Deborah L. McGuinness:
Leveraging Clinical Context for User-Centered Explainability: A Diabetes Use Case. CoRR abs/2107.02359 (2021)
Coauthor Index
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