Julia Porcino

11 papers A 1B 1Misc 3Journal 2Unranked 4
YearRankTypeTitle / Venue / Authors
2024 J jnl
Gradient-flow adaptive importance sampling for Bayesian leave one out cross-validation for sigmoidal classification models.
CoRR
Joshua C. Chang, Xiangting Li, Shixin Xu, Hao-Ren Yao, Julia Porcino, Carson C. Chow
2023 A conf
Autoencoded sparse Bayesian in-IRT factorization, calibration, and amortized inference for the Work Disability Functional Assessment Battery.
AISTATS
Joshua C. Chang, Carson C. Chow, Julia Porcino
2022 B conf
A Whole-Person Function Dictionary for the Mobility, Self-Care and Domestic Life Domains: a Seedset Expansion Approach.
LREC
Ayah Zirikly, Bart Desmet, Julia Porcino, Jonathan Camacho Maldonado, Pei-Shu Ho, Rafael Jiménez Silva, Maryanne Sacco
2022 J jnl
Autoencoded sparse Bayesian in-IRT factorization, calibration, and amortized inference for the Work Disability Functional Assessment Battery.
CoRR
Joshua C. Chang, Carson C. Chow, Julia Porcino
2020 Misc conf
Curating Annotated Corpora for Functioning Information.
AMIA
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
2020 — conf
Development of Natural Language Processing Tools to Support Determination of Federal Disability Benefits in the U.S.
LT4Gov@LREC
Bart Desmet, Julia Porcino, Ayah Zirikly, Denis Newman-Griffis, Guy Divita, Elizabeth Rasch
2020 Misc conf
Experiences and Challenges in Manual Annotation of Functioning Information in Medical Records.
AMIA
Jonathan Camacho Maldonado, Pei-Shu Ho, Rafael Jiménez Silva, Alex Marr, Julia Porcino, Maryanne Sacco, Ayah Zirikly, Leighton Chan, Elizabeth Rasch
2019 Misc conf
Bootstrapping a Mobility Dictionary from a Seed Set.
AMIA
Ayah Zirikly, Denis R. Newman-Griffis, Julia Porcino, Pei-Shu Ho, Jonathan Camacho Maldonado, Maryanne Sacco, Alex Marr
2019 — conf
Keeping Informed: Automatic Processing of Residual Functional Capacity Form Images.
HIP@ICDAR
Julia Porcino, Chunxiao Zhou
2017 — conf
Characterizing the Language of Functioning: A Corpus Analysis Illustrating How Human Function is Described in Clinical Text.
CRI
Denis R. Newman-Griffis, Thanh Thieu, Chunxiao Zhou, Diane Brandt, Jonathan Camacho Maldonado, Julia Porcino, Albert M. Lai, Leighton Chan
2017 — conf
Inductive identification of functional status information and establishing a gold standard corpus: A case study on the Mobility domain.
BIBM
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