Elif Eyigöz

According to our database, Elif Eyigöz authored at least 18 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Multi-view biomedical foundation models for molecule-target and property prediction.

Parthasarathy Suryanarayanan, Yunguang Qiu, Shreyans Sethi, Diwakar Mahajan, Hongyang Li, Yuxin Yang, Elif K. Eyigöz, Aldo Guzmán-Sáenz, Daniel E. Platt, Timothy H. Rumbell, Kenney Ng, Sanjoy Dey, Myson Burch, Bum Chul Kwon, Pablo Meyer, Feixiong Cheng, Jianying Hu, Joseph A. Morrone

CoRR, 2024

2023

Informing clinical assessment by contextualizing post-hoc explanations of risk prediction models in type-2 diabetes.

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

Artif. Intell. Medicine, March, 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

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

Proceedings of the IEEE International Conference on Digital Health, 2023

2022

Health Guardian Platform: A technology stack to accelerate discovery in Digital Health research.

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

Proceedings of the IEEE International Conference on Digital Health, 2022

2021

Leveraging Clinical Context for User-Centered Explainability: A Diabetes Use Case.

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

CoRR, 2021

Dynamic Content Generation for Augmented Technical Support.

Sinem Güven Kaya, Bing Zhou, Rohan R. Arora, Noah Zheutlin, Gerard Vanloo, Elif K. Eyigöz

Proceedings of the IEEE International Symposium on Mixed and Augmented Reality Adjunct, 2021

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

Proceedings of the 3rd RaPID Workshop: Resources and Processing of Linguistic, 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

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Cloud-Native Language-Based Analysis for Neurodegenerative Assessment.

Sundar Saranathan, Piyush Madan, Carla Agurto, Elif Eyigöz, Lauren Mitchell, Shilpa Mahatma, Guillermo A. Cecchi

Proceedings of the AMIA 2020, 2020

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

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

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

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

Predictive Linguistic Markers of Suicidality in Poets.

Carla Agurto, Pat Pataranutaporn, Elif K. Eyigöz, Gustavo Stolovitzky, Guillermo A. Cecchi

Proceedings of the 12th IEEE International Conference on Semantic Computing, 2018

Predicting Cognitive Impairments with a Mobile Application.

Elif Eyigöz, Guillermo A. Cecchi, Ravi Tejwani

Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018

Unsupervised Morphological Segmentation for Detecting Parkinson's Disease.

Elif Eyigöz, Pablo Polosecki, Adolfo M. García, Katharina Rogg, Juan Rafael Orozco-Arroyave, Sabine Skodda, Eugenia Hesse, Agustín Ibáñez, Guillermo A. Cecchi

Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2013

Multi-Rate HMMs for Word Alignment.

Elif Eyigöz, Daniel Gildea, Kemal Oflazer

Proceedings of the Eighth Workshop on Statistical Machine Translation, 2013

Simultaneous Word-Morpheme Alignment for Statistical Machine Translation.

Elif Eyigöz, Daniel Gildea, Kemal Oflazer

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

2010

TAG Analysis of Turkish Long Distance Dependencies.

Elif Eyigöz

Proceedings of the 10th International Workshop on Tree Adjoining Grammar and Related Frameworks, 2010