Julia Porcino

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 11

Top Topics

Importance Sampling

Projective Reconstruction

Automatic Processing

Medical Records

Top Venues

Publications

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