Sequential Inference of Hospitalization ElectronicHealth Records Using Probabilistic Models.

Alan David Kaplan

Alan David Kaplan Priyadip Ray John D. Greene Vincent X. Liu Sequential Inference of Hospitalization ElectronicHealth Records Using Probabilistic Models. 2024 abs/2403.19011 CoRR https://doi.org/10.48550/arXiv.2403.19011 db/journals/corr/corr2403.html#abs-2403-19011

Alan David Kaplan Uttara Tipnis Jean C. Beckham Nathan A. Kimbrel David W. Oslin Benjamin H. McMahon Continuous-time probabilistic models for longitudinal electronic health records. 104084 2022 130 J. Biomed. Informatics https://doi.org/10.1016/j.jbi.2022.104084 db/journals/jbi/jbi130.html#KaplanTBKOM22

Alan David Kaplan John D. Greene Vincent X. Liu Priyadip Ray Unsupervised probabilistic models for sequential Electronic Health Records. 104163 2022 134 J. Biomed. Informatics https://doi.org/10.1016/j.jbi.2022.104163 db/journals/jbi/jbi134.html#KaplanGLR22

Alan David Kaplan Qi Cheng 0002 K. Aditya Mohan Lindsay D. Nelson Sonia Jain Harvey Levin Abel Torres-Espin Austin Chou J. Russell Huie Adam R. Ferguson Michael A. McCrea Joseph Giacino Shivshankar Sundaram Amy J. Markowitz Geoffrey T. Manley Mixture Model Framework for Traumatic Brain Injury Prognosis Using Heterogeneous Clinical and Outcome Data. 1285-1296 2022 26 IEEE J. Biomed. Health Informatics 3 https://doi.org/10.1109/JBHI.2021.3099745 db/journals/titb/titb26.html#KaplanCMNJLTCHF22

K. Aditya Mohan Alan David Kaplan AutoAtlas: Neural Network for 3D Unsupervised Partitioning and Representation Learning. 2180-2191 2022 26 IEEE J. Biomed. Health Informatics 5 https://doi.org/10.1109/JBHI.2021.3124733 https://www.wikidata.org/entity/Q114934142 db/journals/titb/titb26.html#MohanK22

Alan David Kaplan John D. Greene Vincent X. Liu Priyadip Ray Unsupervised Probabilistic Models for Sequential Electronic Health Records. 2022 abs/2204.07292 CoRR https://doi.org/10.48550/arXiv.2204.07292 db/journals/corr/corr2204.html#abs-2204-07292

Kausar Abbas Mintao Liu Manasij Venkatesh Enrico Amico Alan David Kaplan Mario Ventresca Luiz Pessoa Jaroslaw Harezlak Joaquín Goñi Geodesic Distance on Optimally Regularized Functional Connectomes Uncovers Individual Fingerprints. 333-348 2021 11 Brain Connect. 5 https://doi.org/10.1089/brain.2020.0881 db/journals/brain/brain11.html#AbbasLVAKVPHG21

Sam Nguyen Brenda Ng Alan David Kaplan Priyadip Ray Attend and Decode: 4D fMRI Task State Decoding Using Attention Models. 267-279 2020 ML4H@NeurIPS http://proceedings.mlr.press/v136/nguyen20a.html conf/nips/2020ml4h db/conf/nips/ml4h2020.html#NguyenNKR20

Sam Nguyen Brenda Ng Alan David Kaplan Priyadip Ray Attend and Decode: 4D fMRI Task State Decoding Using Attention Models. 2020 abs/2004.05234 CoRR https://arxiv.org/abs/2004.05234 db/journals/corr/corr2004.html#abs-2004-05234

K. Aditya Mohan Alan David Kaplan AutoAtlas: Neural Network for 3D Unsupervised Partitioning and Representation Learning. 2020 abs/2010.15987 CoRR https://arxiv.org/abs/2010.15987 db/journals/corr/corr2010.html#abs-2010-15987

Alan David Kaplan Qi Cheng 0002 K. Aditya Mohan Lindsay D. Nelson Sonia Jain Harvey Levin Abel Torres-Espin Austin Chou J. Russell Huie Adam R. Ferguson Michael A. McCrea Joseph Giacino Shivshankar Sundaram Amy J. Markowitz Geoffrey T. Manley Mixture Model Framework for Traumatic Brain Injury Prognosis Using Heterogeneous Clinical and Outcome Data. 2020 abs/2012.12310 CoRR https://arxiv.org/abs/2012.12310 db/journals/corr/corr2012.html#abs-2012-12310

Brenton Blair Cliff Chen Andrew Glenn Alan David Kaplan Jaime Ruz Lance Simms Ron Wurtz Gaussian mixture models as automated particle classifiers for fast neutron detectors. 479-488 2019 12 Stat. Anal. Data Min. 6 https://doi.org/10.1002/sam.11432 db/journals/sadm/sadm12.html#BlairCGKRSW19

Alan David Kaplan Qi Cheng 0002 Piyush Karande Elizabeth Tran Maryam Bijanzadeh Heather E. Dawes Edward F. Chang Localization of Emotional Affect in Electrocorticography Using a Model Based Discrimination Measure. 1709-1713 2019 ACSSC https://doi.org/10.1109/IEEECONF44664.2019.9048944 conf/acssc/2019 db/conf/acssc/acssc2019.html#KaplanCKTBDC19 Qi Cheng 0002 Alan David Kaplan Piyush Karande Maryam Bijanzadeh Heather E. Dawes Edward F. Chang Emotion Discrimination through Electrode Network Connectivity Pattern Recognition. 2139-2143 2019 ACSSC https://doi.org/10.1109/IEEECONF44664.2019.9049060 conf/acssc/2019 db/conf/acssc/acssc2019.html#ChengKKBDC19 Albert Bruce Chu Maxwell Murialdo James P. Lewicki Jennifer N. Rodriguez Mitchell K. Shiflett Brian Giera Alan David Kaplan Image Classification of Clogs in Direct Ink Write Additive Manufacturing. 1342-1347 2019 ICMLA https://doi.org/10.1109/ICMLA.2019.00218 conf/icmla/2019 db/conf/icmla/icmla2019.html#ChuMLRSGK19 Elizabeth Tran Michael B. Mayhew Hyojin Kim 0001 Piyush Karande Alan David Kaplan Facial Expression Recognition Using a Large Out-of-Context Dataset. 52-59 2018 WACV Workshops https://doi.org/10.1109/WACVW.2018.00012 https://doi.ieeecomputersociety.org/10.1109/WACVW.2018.00012 conf/wacv/2018w db/conf/wacv/wacv2018w.html#TranMKKK18

Alan David Kaplan Joseph A. O'Sullivan Erik J. Sirevaag Po-Hsiang Lai John W. Rohrbaugh Hidden State Models for Noncontact Measurements of the Carotid Pulse Using a Laser Doppler Vibrometer. 744-753 2012 59 IEEE Trans. Biomed. Eng. 3 https://doi.org/10.1109/TBME.2011.2179297 https://www.wikidata.org/entity/Q34100419 db/journals/tbe/tbe59.html#KaplanOSLR12

Ikenna Odinaka Po-Hsiang Lai Alan David Kaplan Joseph A. O'Sullivan Erik J. Sirevaag John W. Rohrbaugh ECG Biometric Recognition: A Comparative Analysis. 1812-1824 2012 7 IEEE Trans. Inf. Forensics Secur. 6 https://doi.org/10.1109/TIFS.2012.2215324 db/journals/tifs/tifs7.html#OdinakaLKOSR12

Mei Chen Joseph A. O'Sullivan Naveen Singla Erik J. Sirevaag Sean D. Kristjansson Po-Hsiang Lai Alan David Kaplan John W. Rohrbaugh Laser Doppler vibrometry measures of physiological function: evaluation of biometric capabilities. 449-460 2010 5 IEEE Trans. Inf. Forensics Secur. 3 https://doi.org/10.1109/TIFS.2010.2051542 db/journals/tifs/tifs5.html#ChenOSSKLKR10

Ikenna Odinaka Po-Hsiang Lai Alan David Kaplan Joseph A. O'Sullivan On estimating biometric capacity: An example based on LDV biometrics. 146-151 2010 Allerton https://doi.org/10.1109/ALLERTON.2010.5706900 conf/allerton/2010 db/conf/allerton/allerton2010.html#OdinakaLKO10 Ikenna Odinaka Po-Hsiang Lai Alan David Kaplan Joseph A. O'Sullivan Erik J. Sirevaag Sean D. Kristjansson Amanda K. Sheffield John W. Rohrbaugh ECG biometrics: A robust short-time frequency analysis. 1-6 2010 WIFS https://doi.org/10.1109/WIFS.2010.5711466 conf/wifs/2010 db/conf/wifs/wifs2010.html#OdinakaLKOSKSR10 Kausar Abbas Enrico Amico Jean C. Beckham Maryam Bijanzadeh Brenton Blair Edward F. Chang Cliff Chen Mei Chen Qi Cheng 0002 Austin Chou Albert Bruce Chu Heather E. Dawes Adam R. Ferguson Joseph Giacino Brian Giera Andrew Glenn Joaquín Goñi John D. Greene Jaroslaw Harezlak J. Russell Huie Sonia Jain Piyush Karande Hyojin Kim 0001 Nathan A. Kimbrel Sean D. Kristjansson Po-Hsiang Lai Harvey Levin James P. Lewicki Mintao Liu Vincent X. Liu Geoffrey T. Manley Amy J. Markowitz Michael B. Mayhew Michael A. McCrea Benjamin H. McMahon K. Aditya Mohan Maxwell Murialdo Lindsay D. Nelson Brenda Ng Sam Nguyen Ikenna Odinaka David W. Oslin Joseph A. O'Sullivan Luiz Pessoa Priyadip Ray Jennifer N. Rodriguez John W. Rohrbaugh Jaime Ruz Amanda K. Sheffield Mitchell K. Shiflett Lance Simms Naveen Singla Erik J. Sirevaag Shivshankar Sundaram Uttara Tipnis Abel Torres-Espin Elizabeth Tran Manasij Venkatesh Mario Ventresca Ron Wurtz