Julia Porcino

According to our database, Julia Porcino authored at least 10 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Gradient-flow adaptive importance sampling for Bayesian leave one out cross-validation for sigmoidal classification models.

Joshua C. Chang, Xiangting Li, Shixin Xu, Hao-Ren Yao, Julia Porcino, Carson C. Chow

CoRR, 2024

2023

Autoencoded sparse Bayesian in-IRT factorization, calibration, and amortized inference for the Work Disability Functional Assessment Battery.

Joshua C. Chang, Carson C. Chow, Julia Porcino

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

A Whole-Person Function Dictionary for the Mobility, Self-Care and Domestic Life Domains: a Seedset Expansion Approach.

Ayah Zirikly, Bart Desmet, Julia Porcino, Jonathan Camacho Maldonado, Pei-Shu Ho, Rafael Jiménez Silva, Maryanne Sacco

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

2020

Development of Natural Language Processing Tools to Support Determination of Federal Disability Benefits in the U.S.

Bart Desmet, Julia Porcino, Ayah Zirikly, Denis Newman-Griffis, Guy Divita, Elizabeth Rasch

Proceedings of the 1st Workshop on Language Technologies for Government and Public Administration, 2020

Curating Annotated Corpora for Functioning Information.

Rafael Jiménez Silva, Chunxiao Zhou, Bart Desmet, Ayah Zirikly, Alex Marr, Maryanne Sacco, Pei-Shu Ho, Jonathan Camacho Maldonado, Julia Porcino, Guy Divita, Elizabeth Rasch

Proceedings of the AMIA 2020, 2020

Experiences and Challenges in Manual Annotation of Functioning Information in Medical Records.

Jonathan Camacho Maldonado, Pei-Shu Ho, Rafael Jiménez Silva, Alex Marr, Julia Porcino, Maryanne Sacco, Ayah Zirikly, Leighton Chan, Elizabeth Rasch

Proceedings of the AMIA 2020, 2020

2019

Keeping Informed: Automatic Processing of Residual Functional Capacity Form Images.

Julia Porcino, Chunxiao Zhou

Proceedings of the 5th International Workshop on Historical Document Imaging and Processing, 2019

Bootstrapping a Mobility Dictionary from a Seed Set.

Ayah Zirikly, Denis R. Newman-Griffis, Julia Porcino, Pei-Shu Ho, Jonathan Camacho Maldonado, Maryanne Sacco, Alex Marr

Proceedings of the AMIA 2019, 2019

2017

Characterizing the Language of Functioning: A Corpus Analysis Illustrating How Human Function is Described in Clinical Text.

Denis R. Newman-Griffis, Thanh Thieu, Chunxiao Zhou, Diane Brandt, Jonathan Camacho Maldonado, Julia Porcino, Albert M. Lai, Leighton Chan

Proceedings of the Summit on Clinical Research Informatics, 2017

Inductive identification of functional status information and establishing a gold standard corpus: A case study on the Mobility domain.

Thanh Thieu, Jonathan Camacho, Pei-Shu Ho, Julia Porcino, Min Ding, Lisa Nelson, Elizabeth Rasch, Chunxiao Zhou, Leighton Chan, Diane Brandt, Denis Newman-Griffis, Ao Yuan, Albert M. Lai

Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017