Publications by authors named "Alfred Hero"

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A Practical Approach to Disease Risk Prediction: Focus on High-Risk Patients via Highest- Loss.
Hongyi Yang, Rich Gonzalez, Brahmajee K Nallamothu, Keith D Aaronson, Kevin R Ward, Alfred O Hero

Proceedings (IEEE Int Conf Bioinformatics Biomed)· December 2023

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Pre-exposure cognitive performance variability is associated with severity of respiratory infection.
Yaya Zhai, P Murali Doraiswamy, Christopher W Woods, Ronald B Turner, Thomas W Burke, Alfred O Hero

Sci Rep· December 2022

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Struct2Graph: a graph attention network for structure based predictions of protein-protein interactions.
Mayank Baranwal, Abram Magner, Jacob Saldinger, Emine S Turali-Emre, Paolo Elvati, Alfred O Hero

BMC Bioinformatics· September 2022

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A Pattern Dictionary Method for Anomaly Detection.
Elyas Sabeti, Sehong Oh, Peter X K Song, Alfred O Hero

Entropy (Basel)· August 2022

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Recurrent neural networks enable design of multifunctional synthetic human gut microbiome dynamics.
Mayank Baranwal, Ryan L Clark, Jaron Thompson, Zeyu Sun, Alfred O Hero

Elife· June 2022

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Penalized ensemble Kalman filters for high dimensional non-linear systems.
Elizabeth Hou, Earl Lawrence, Alfred O Hero

PLoS One· October 2021

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Assessment of the Feasibility of Using Noninvasive Wearable Biometric Monitoring Sensors to Detect Influenza and the Common Cold Before Symptom Onset.
Emilia Grzesiak, Brinnae Bent, Micah T McClain, Christopher W Woods, Ephraim L Tsalik, Alfred Hero

JAMA Netw Open· September 2021

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Adaptive Multi-Channel Event Segmentation and Feature Extraction for Monitoring Health Outcomes.
Xichen She, Yaya Zhai, Ricardo Henao, Christopher W Woods, Christopher Chiu, Alfred O Hero

IEEE Trans Biomed Eng· August 2021

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A data value metric for quantifying information content and utility.
Morteza Noshad, Jerome Choi, Yuming Sun, Alfred Hero, Ivo D Dinov

J Big Data· June 2021

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Hierarchical network models for exchangeable structured interaction processes.
Walter Dempsey, Brandon Oselio, Alfred Hero

J Am Stat Assoc· May 2021

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A deep learning architecture for metabolic pathway prediction.
Mayank Baranwal, Abram Magner, Paolo Elvati, Jacob Saldinger, Angela Violi, Alfred O Hero

Bioinformatics· April 2020

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Expectation-propagation for weak radionuclide identification at radiation portal monitors.
Yoann Altmann, Angela Di Fulvio, Marc G Paff, Shaun D Clarke, Mike E Davies, Alfred O Hero

Sci Rep· April 2020

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Geometric Estimation of Multivariate Dependency.
Salimeh Yasaei Sekeh, Alfred O Hero

Entropy (Basel)· August 2019

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Exponential Strong Converse for Successive Refinement with Causal Decoder Side Information.
Lin Zhou, Alfred Hero

Entropy (Basel)· April 2019

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Quantum-inspired computational imaging.
Yoann Altmann, Stephen McLaughlin, Miles J Padgett, Vivek K Goyal, Alfred O Hero

Science· August 2018

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Genome Architecture Mediates Transcriptional Control of Human Myogenic Reprogramming.
Sijia Liu, Haiming Chen, Scott Ronquist, Laura Seaman, Nicholas Ceglia, Alfred Hero

iScience· August 2018

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Ensemble Estimation of Information Divergence .
Kevin R Moon, Kumar Sricharan, Kristjan Greenewald, Alfred O Hero

Entropy (Basel)· July 2018

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Multi-Functional Sensing for Swarm Robots Using Time Sequence Classification: HoverBot, an Example.
Markus P Nemitz, Ryan J Marcotte, Mohammed E Sayed, Gonzalo Ferrer, Alfred O Hero

Front Robot AI· May 2018

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Joint camera blur and pose estimation from aliased data.
Joel W LeBlanc, Brian J Thelen, Alfred O Hero

J Opt Soc Am A Opt Image Sci Vis· April 2018

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Nasopharyngeal Protein Biomarkers of Acute Respiratory Virus Infection.
Thomas W Burke, Ricardo Henao, Erik Soderblom, Ephraim L Tsalik, J Will Thompson, Alfred O Hero

EBioMedicine· March 2017

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The Ontology of Biological and Clinical Statistics (OBCS) for standardized and reproducible statistical analysis.
Jie Zheng, Marcelline R Harris, Anna Maria Masci, Yu Lin, Alfred Hero

J Biomed Semantics· September 2016

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Spectral identification of topological domains.
Jie Chen, Alfred O Hero, Indika Rajapakse

Bioinformatics· July 2016

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THE INTRINSIC VALUE OF HFO FEATURES AS A BIOMARKER OF EPILEPTIC ACTIVITY.
Stephen V Gliske, William C Stacey, Kevin R Moon, Alfred O Hero

Proc IEEE Int Conf Acoust Speech Signal Process· March 2016

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A Genomic Signature of Influenza Infection Shows Potential for Presymptomatic Detection, Guiding Early Therapy, and Monitoring Clinical Responses.
Micah T McClain, Bradly P Nicholson, Lawrence P Park, Tzu-Yu Liu, Alfred O Hero

Open Forum Infect Dis· January 2016

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Foundational Principles for Large-Scale Inference: Illustrations Through Correlation Mining.
Alfred O Hero, Bala Rajaratnam

Proc IEEE Inst Electr Electron Eng· January 2016

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