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Conference and Workshop Papers
- 2023
[c9]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: 3961-3976- 2022
- [c8]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: 2850-2855 - 2020
- [c7]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 - [c6]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 - [c5]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: 1-6 - 2019
- [c4]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 - [c3]Julia Porcino, Chunxiao Zhou:
Keeping Informed: Automatic Processing of Residual Functional Capacity Form Images. HIP@ICDAR 2019: 48-53 - 2017
- [c2]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: 2319-2321 - [c1]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
Informal and Other Publications
- 2024
- [i2]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 abs/2402.08151 (2024) - 2022
- [i1]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 abs/2210.10952 (2022)
Coauthor Index
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