Volume-optimal persistence homological scaffolds of hemodynamic networks covary with MEG theta-alpha aperiodic dynamics

Authors: Nguyen, Nghi, Hou, Tao, Amico, Enrico, Zheng, Jingyi, Huang, Huajun, Kaplan, Alan D., Petri, Giovanni, Goñi, Joaquín, Kaufmann, Ralph, Zhao, Yize, Duong-Tran, Duy, Shen, Li

Subject Terms: Quantitative Biology - Neurons and Cognition

Access URL: http://arxiv.org/abs/2407.05060

Sequential Inference of Hospitalization Electronic Health Records Using Probabilistic Models

Authors: Kaplan, Alan D., Ray, Priyadip, Greene, John D., Liu, Vincent X.

Subject Terms: Quantitative Biology - Quantitative Methods, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2403.19011

Tangent functional connectomes uncover more unique phenotypic traits

Authors: Abbas, Kausar, Liu, Mintao, Wang, Michael, Duong-Tran, Duy, Tipnis, Uttara, Amico, Enrico, Kaplan, Alan D., Dzemidzic, Mario, Kareken, David, Ances, Beau M., Harezlak, Jaroslaw, Goñi, Joaquín

Subject Terms: Quantitative Biology - Neurons and Cognition

Access URL: http://arxiv.org/abs/2212.06394

Unsupervised Probabilistic Models for Sequential Electronic Health Records

Authors: Kaplan, Alan D., Greene, John D., Liu, Vincent X., Ray, Priyadip

Subject Terms: Computer Science - Machine Learning, Quantitative Biology - Quantitative Methods

Access URL: http://arxiv.org/abs/2204.07292

Continuous-Time Probabilistic Models for Longitudinal Electronic Health Records

Authors: Kaplan, Alan D., Tipnis, Uttara, Beckham, Jean C., Kimbrel, Nathan A., Oslin, David W., McMahon, Benjamin H.

Subject Terms: Quantitative Biology - Quantitative Methods

Access URL: http://arxiv.org/abs/2201.03675

Image Classification of Clogs in Direct Ink Write Additive Manufacturing

Authors: Chu, Albert Bruce, Murialdo, Maxwell, Lewicki, James P., Rodriguez, Jennifer N., Shiflett, Mitchell K., Giera, Brian, Kaplan, Alan D.

Source: 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA) Machine Learning And Applications (ICMLA), 2019 18th IEEE International Conference On. :1342-1347 Dec, 2019

Relation: 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA)

Localization of Emotional Affect in Electrocorticography Using a Model Based Discrimination Measure

Authors: Kaplan, Alan D., Cheng, Qi, Karande, Piyush, Tran, Elizabeth, Bijanzadeh, Maryam, Dawes, Heather, Chang, Edward

Source: 2019 53rd Asilomar Conference on Signals, Systems, and Computers Signals, Systems, and Computers, 2019 53rd Asilomar Conference on. :1709-1713 Nov, 2019

Relation: 2019 53rd Asilomar Conference on Signals, Systems, and Computers

Emotion Discrimination through Electrode Network Connectivity Pattern Recognition

Authors: Cheng, Qi, Kaplan, Alan D., Karande, Piyush, Bijanzadeh, Maryam, Dawes, Heather, Chang, Edward

Source: 2019 53rd Asilomar Conference on Signals, Systems, and Computers Signals, Systems, and Computers, 2019 53rd Asilomar Conference on. :2139-2143 Nov, 2019

Relation: 2019 53rd Asilomar Conference on Signals, Systems, and Computers

Mixture Model Framework for Traumatic Brain Injury Prognosis Using Heterogeneous Clinical and Outcome Data

Authors: Kaplan, Alan D., Cheng, Qi, Mohan, K. Aditya, Nelson, Lindsay D., Jain, Sonia, Levin, Harvey, Torres-Espin, Abel, Chou, Austin, Huie, J. Russell, Ferguson, Adam R., McCrea, Michael, Giacino, Joseph, Sundaram, Shivshankar, Markowitz, Amy J., Manley, Geoffrey T.

Subject Terms: Computer Science - Machine Learning, Quantitative Biology - Quantitative Methods

Access URL: http://arxiv.org/abs/2012.12310

Functional Connectome Fingerprint Gradients in Young Adults

Authors: Tipnis, Uttara, Abbas, Kausar, Tran, Elizabeth, Amico, Enrico, Shen, Li, Kaplan, Alan D., Goñi, Joaquín

Subject Terms: Quantitative Biology - Neurons and Cognition

Access URL: http://arxiv.org/abs/2011.05212

AutoAtlas: Neural Network for 3D Unsupervised Partitioning and Representation Learning

Authors: Mohan, K. Aditya, Kaplan, Alan D.

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2010.15987

Pulse Pileup Rejection Methods Using a Two-Component Gaussian Mixture Model for Fast Neutron Detection with Pulse Shape Discriminating Scintillator

Authors: Glenn, Andrew, Cheng, Qi, Kaplan, Alan D., Wurtz, Ron

Subject Terms: Physics - Instrumentation and Detectors, Nuclear Experiment, Physics - Data Analysis, Statistics and Probability

Access URL: http://arxiv.org/abs/2008.07673

Attend and Decode: 4D fMRI Task State Decoding Using Attention Models

Authors: Nguyen, Sam, Ng, Brenda, Kaplan, Alan D., Ray, Priyadip

Source: Proceedings of the Machine Learning for Health NeurIPS Workshop, PMLR 136:267-279, 2020

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2004.05234

Facial Expression Recognition Using a Large Out-of-Context Dataset

Authors: Tran, Elizabeth, Mayhew, Michael B., Kim, Hyojin, Karande, Piyush, Kaplan, Alan D.

Source: 2018 IEEE Winter Applications of Computer Vision Workshops (WACVW) WACVW Computer Vision Workshops (WACVW), 2018 IEEE Winter Applications of. :52-59 Mar, 2018

Relation: 2018 IEEE Winter Applications of Computer Vision Workshops (WACVW)

Automated integration gate selection for Gaussian mixture model pulse shape discrimination

Authors: Kaplan, Alan D., Blair, Brenton, Glenn, Andrew, Wurtz, Ron

Source: In Nuclear Inst. and Methods in Physics Research, A October 2023 1055

Tangent functional connectomes uncover more unique phenotypic traits

Authors: Abbas, Kausar ^{1, 2, 12}, Liu, Mintao ^{1, 2, 12}, Wang, Michael ^{1, 2}, Duong-Tran, Duy ^{3, 4}, Tipnis, Uttara ⁵, Amico, Enrico ^{6, 7}, Kaplan, Alan D. ⁵, Dzemidzic, Mario ⁸, Kareken, David ⁸, Ances, Beau M. ⁹, Harezlak, Jaroslaw ¹⁰, Goñi, Joaquín ^{1, 2, 11, 13, ∗}

Source: In iScience 15 September 2023 26(9)

Mixture Model Framework for Traumatic Brain Injury Prognosis Using Heterogeneous Clinical and Outcome Data

Authors: Kaplan, Alan D., Cheng, Qi, Mohan, K. Aditya, Nelson, Lindsay D., Jain, Sonia, Levin, Harvey, Torres-Espin, Abel, Chou, Austin, Huie, J. Russell, Ferguson, Adam R., McCrea, Michael, Giacino, Joseph, Sundaram, Shivshankar, Markowitz, Amy J., Manley, Geoffrey T.

Source: IEEE journal of biomedical and health informatics. 26(3):1285-1296

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100143286467.0x000001&indx=1&recIds=ETOCvdc_100143286467.0x000001

ECG biometrics: A robust short-time frequency analysis

Authors: Odinaka, Ikenna, Lai, Po-Hsiang, Kaplan, Alan D., O'Sullivan, Joseph A., Sirevaag, Erik J., Kristjansson, Sean D., Sheffield, Amanda K., Rohrbaugh, John W.

Source: 2010 IEEE International Workshop on Information Forensics and Security Information Forensics and Security (WIFS), 2010 IEEE International Workshop on. :1-6 Dec, 2010

Relation: 2010 IEEE International Workshop on Information Forensics and Security (WIFS)

On estimating biometric capacity: An example based on LDV biometrics

Authors: Odinaka, Ikenna, Lai, Po-Hsiang, Kaplan, Alan D., O'Sullivan, Joseph A.

Source: 2010 48th Annual Allerton Conference on Communication, Control, and Computing (Allerton) Communication, Control, and Computing (Allerton), 2010 48th Annual Allerton Conference on. :146-151 Sep, 2010

Relation: 2010 48th Annual Allerton Conference on Communication, Control, and Computing (Allerton)

Hidden state dynamics in laser Doppler vibrometery measurements of the carotid pulse under resting conditions

Authors: Kaplan, Alan D., O'Sullivan, Joseph A., Sirevaag, Erik J., Kristjansson, Sean D., Lai, Po-Hsiang, Rohrbaugh, John W.

Source: 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE. :5273-5276 Aug, 2010

Relation: 2010 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)