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2020 – today
- 2024
[i5]Alan David Kaplan, Priyadip Ray, John D. Greene, Vincent X. Liu:
Sequential Inference of Hospitalization ElectronicHealth Records Using Probabilistic Models. CoRR abs/2403.19011 (2024)- 2022
- [j9]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: 104084 (2022) - [j8]Alan David Kaplan
, John D. Greene, Vincent X. Liu, Priyadip Ray:
Unsupervised probabilistic models for sequential Electronic Health Records. J. Biomed. Informatics 134: 104163 (2022) - [j7]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 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. IEEE J. Biomed. Health Informatics 26(3): 1285-1296 (2022) - [j6]K. Aditya Mohan, Alan David Kaplan:
AutoAtlas: Neural Network for 3D Unsupervised Partitioning and Representation Learning. IEEE J. Biomed. Health Informatics 26(5): 2180-2191 (2022) - [i4]Alan David Kaplan, John D. Greene, Vincent X. Liu, Priyadip Ray:
Unsupervised Probabilistic Models for Sequential Electronic Health Records. CoRR abs/2204.07292 (2022) - 2021
- [j5]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): 333-348 (2021) - 2020
- [c7]Sam Nguyen, Brenda Ng, Alan David Kaplan, Priyadip Ray:
Attend and Decode: 4D fMRI Task State Decoding Using Attention Models. ML4H@NeurIPS 2020: 267-279 - [i3]Sam Nguyen, Brenda Ng, Alan David Kaplan, Priyadip Ray:
Attend and Decode: 4D fMRI Task State Decoding Using Attention Models. CoRR abs/2004.05234 (2020) - [i2]K. Aditya Mohan, Alan David Kaplan:
AutoAtlas: Neural Network for 3D Unsupervised Partitioning and Representation Learning. CoRR abs/2010.15987 (2020) - [i1]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 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. CoRR abs/2012.12310 (2020)
2010 – 2019
- 2019
- [j4]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. Stat. Anal. Data Min. 12(6): 479-488 (2019) - [c6]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: 1709-1713 - [c5]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: 2139-2143 - [c4]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: 1342-1347 - 2018
- [c3]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: 52-59 - 2012
- [j3]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): 744-753 (2012) - [j2]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): 1812-1824 (2012) - 2010
- [j1]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): 449-460 (2010) - [c2]Ikenna Odinaka, Po-Hsiang Lai, Alan David Kaplan, Joseph A. O'Sullivan:
On estimating biometric capacity: An example based on LDV biometrics. Allerton 2010: 146-151 - [c1]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: 1-6
Coauthor Index
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