Alan David Kaplan

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 14

Top Topics

Dirichlet Process

Probabilistic Model

Network Connectivity

Top Venues

IEEE J. Biomed. Health Informatics

J. Biomed. Informatics

Publications

Alan David Kaplan, Priyadip Ray, John D. Greene, Vincent X. Liu
Sequential Inference of Hospitalization ElectronicHealth Records Using Probabilistic Models. CoRR (2024)
Alan David Kaplan, John D. Greene, Vincent X. Liu, Priyadip Ray
Unsupervised probabilistic models for sequential Electronic Health Records. J. Biomed. Informatics 134 (2022)
Alan David Kaplan, Qi Cheng, K. Aditya Mohan, Lindsay D. Nelson, Sonia Jain, Harvey Levin, Abel Torres-Espin, Austin Chou, J. Russell Huie, Adam R. Ferguson, Michael 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. IEEE J. Biomed. Health Informatics 26 (3) (2022)
K. Aditya Mohan, Alan David Kaplan
AutoAtlas: Neural Network for 3D Unsupervised Partitioning and Representation Learning. IEEE J. Biomed. Health Informatics 26 (5) (2022)
Alan David Kaplan, John D. Greene, Vincent X. Liu, Priyadip Ray
Unsupervised Probabilistic Models for Sequential Electronic Health Records. CoRR (2022)
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. J. Biomed. Informatics 130 (2022)
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. Brain Connect. 11 (5) (2021)
Alan David Kaplan, Qi Cheng, K. Aditya Mohan, Lindsay D. Nelson, Sonia Jain, Harvey Levin, Abel Torres-Espin, Austin Chou, J. Russell Huie, Adam R. Ferguson, Michael 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. CoRR (2020)
K. Aditya Mohan, Alan David Kaplan
AutoAtlas: Neural Network for 3D Unsupervised Partitioning and Representation Learning. CoRR (2020)
Sam Nguyen, Brenda Ng, Alan David Kaplan, Priyadip Ray
Attend and Decode: 4D fMRI Task State Decoding Using Attention Models. ML4H@NeurIPS (2020)
Alan David Kaplan, Qi Cheng, Piyush Karande, Elizabeth Tran, Maryam Bijanzadeh, Heather E. Dawes, Edward F. Chang
Localization of Emotional Affect in Electrocorticography Using a Model Based Discrimination Measure. ACSSC (2019)
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. ICMLA (2019)
Qi Cheng, Alan David Kaplan, Piyush Karande, Maryam Bijanzadeh, Heather E. Dawes, Edward F. Chang
Emotion Discrimination through Electrode Network Connectivity Pattern Recognition. ACSSC (2019)
Elizabeth Tran, Michael B. Mayhew, Hyojin Kim, Piyush Karande, Alan David Kaplan
Facial Expression Recognition Using a Large Out-of-Context Dataset. WACV Workshops (2018)
Ikenna Odinaka, Po-Hsiang Lai, Alan David Kaplan, Joseph A. O'Sullivan, Erik J. Sirevaag, John W. Rohrbaugh
ECG Biometric Recognition: A Comparative Analysis. IEEE Trans. Inf. Forensics Secur. 7 (6) (2012)
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. IEEE Trans. Biomed. Eng. 59 (3) (2012)
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. WIFS (2010)
Ikenna Odinaka, Po-Hsiang Lai, Alan David Kaplan, Joseph A. O'Sullivan
On estimating biometric capacity: An example based on LDV biometrics. Allerton (2010)
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. IEEE Trans. Inf. Forensics Secur. 5 (3) (2010)