Steven G. Johnson

Publication Activity (10 Years)

Years Active: 1998-2023
Publications (10 Years): 30

Top Topics

Multiple Imputation

Quantitative Data

Efficient Learning

Top Venues

Appl. Clin. Inform.

Publications

Raphaël Pestourie, Youssef Mroueh, Chris Rackauckas, Payel Das, Steven G. Johnson
Physics-enhanced deep surrogates for partial differential equations. Nat. Mac. Intell. 5 (12) (2023)
Elena Casiraghi, Rachel Wong, Margaret Hall, Ben D. Coleman, Marco Notaro, Michael D. Evans, Jena S. Tronieri, Hannah Blau, Bryan Laraway, Tiffany J. Callahan, Lauren E. Chan, Carolyn T. Bramante, John B. Buse, Richard A. Moffitt, Til Sturmer, Steven G. Johnson, Yu Raymond Shao, Justin Reese, Peter N. Robinson, Alberto Paccanaro, Giorgio Valentini, Jared D. Huling, Kenneth Wilkins
A method for comparing multiple imputation techniques: A case study on the U.S. national COVID cohort collaborative. J. Biomed. Informatics 139 (2023)
Piper Ranallo, Bronwyn Southwell, Christopher J. Tignanelli, Steven G. Johnson, Richard Krueger, Tess Sevareid-Groth, Adam Carvel, Genevieve B. Melton
Promoting Learning Health System Cycles by Optimizing EHR Data Clinical Concept Encoding Processes. MedInfo (2023)
Ann M. Wieben, Rachel Lane Walden, Bader G. Alreshidi, Sophia F. Brown, Kenrick Cato, Cynthia Peltier Coviak, Christopher Cruz, Fabio D'Agostino, Brian J. Douthit, Thompson H. Forbes, Grace Gao, Steven G. Johnson, Mikyoung Angela Lee, Margaret Mullen-Fortino, Jung In Park, Suhyun Park, Lisiane Pruinelli, Anita Reger, Jethrone Role, Marisa Sileo, Mary Anne Schultz, Pankaj Vyas, Alvin D. Jeffery
Data Science Implementation Trends in Nursing Practice: A Review of the 2021 Literature. Appl. Clin. Inform. 14 (3) (2023)
Chris Munley, Wenchao Ma, Johannes E. Fröch, Quentin A. A. Tanguy, Elyas Bayati, Karl F. Böhringer, Zin Lin, Raphaël Pestourie, Steven G. Johnson, Arka Majumdar
Inverse-Designed Meta-Optics with Spectral-Spatial Engineered Response to Mimic Color Perception. CoRR (2022)
Sean Mann, Eric Fadel, Samuel S. Schoenholz, Ekin D. Cubuk, Steven G. Johnson, Giuseppe Romano
: An end-to-end differentiable solar-cell simulator. Comput. Phys. Commun. 272 (2022)
Emily R. Pfaff, Andrew T. Girvin, Davera Gabriel, Kristin Kostka, Michele Morris, Matvey B. Palchuk, Harold P. Lehmann, Benjamin R. C. Amor, Mark Bissell, Katie R. Bradwell, Sigfried Gold, Stephanie S. Hong, Johanna Loomba, Amin Manna, Julie A. McMurry, Emily Niehaus, Nabeel Qureshi, Anita Walden, Xiaohan Tanner Zhang, Richard L. Zhu, Richard A. Moffitt, Christopher G. Chute, William G. Adams, Shaymaa Al-Shukri, Alfred Anzalone, Ahmad Baghal, Tellen D. Bennett, Elmer V. Bernstam, Mark M. Bissell, Brian Bush, Thomas R. Campion Jr., Victor Castro, Jack Chang, Deepa D. Chaudhari, Wenjin Chen, San Chu, James J. Cimino, Keith A. Crandall, Mark Crooks, Sara J. Deakyne Davies, John Dipalazzo, David Dorr, Dan Eckrich, Sarah E. Eltinge, Daniel G. Fort, George Golovko, Snehil Gupta, Melissa A. Haendel, Janos G. Hajagos, David A. Hanauer, Brett M. Harnett, Ronald Horswell, Nancy Huang, Steven G. Johnson, Michael Kahn, Kamil Khanipov, Curtis Kieler, Katherine Ruiz De Luzuriaga, Sarah Maidlow, Ashley Martinez, Jomol Mathew, James C. McClay, Gabriel McMahan, Brian Melancon, Stéphane M. Meystre, Lucio Miele, Hiroki Morizono, Ray Pablo, Lav P. Patel, Jimmy Phuong, Daniel J. Popham, Claudia P. Pulgarin, Carlos Santos, Indra Neil Sarkar, Nancy Sazo, Soko Setoguchi, Selvin Soby, Sirisha Surampalli, Christine Suver, Uma Maheswara Reddy Vangala, Shyam Visweswaran, James von Oehsen, Kellie M. Walters, Laura Wiley, David A. Williams, Adrian H. Zai
Synergies between centralized and federated approaches to data quality: a report from the national COVID cohort collaborative. J. Am. Medical Informatics Assoc. 29 (4) (2022)
Elena Casiraghi, Rachel Wong, Margaret Hall, Ben D. Coleman, Marco Notaro, Michael D. Evans, Jena S. Tronieri, Hannah Blau, Bryan Laraway, Tiffany J. Callahan, Lauren E. Chan, Carolyn T. Bramante, John B. Buse, Richard A. Moffitt, Til Sturmer, Steven G. Johnson, Yu Raymond Shao, Justin Reese, Peter N. Robinson, Alberto Paccanaro, Giorgio Valentini, Jared D. Huling, Kenneth Wilkins
Tell Bennet, Christopher Chute, Peter DeWitt, Kenneth Gersing, Andrew Girvin, Melissa Haendel, Jeremy Harper, Janos Hajagos, Stephanie Hong, Emily Pfaff, Jane Reusch, Corneliu Antoniescu, Kimberly Robaski: A Methodological Framework for the Comparative Evaluation of Multiple Imputation Methods: Multiple Imputation of Race, Ethnicity and Body Mass Index in the U.S. National COVID Cohort Collaborative. CoRR (2022)
Lu Lu, Raphaël Pestourie, Steven G. Johnson, Giuseppe Romano
Multifidelity deep neural operators for efficient learning of partial differential equations with application to fast inverse design of nanoscale heat transport. CoRR (2022)
Katie R. Bradwell, Jacob T. Wooldridge, Benjamin R. C. Amor, Tellen D. Bennett, Adit Anand, Carolyn Bremer, Yun Jae Yoo, Zhenglong Qian, Steven G. Johnson, Emily R. Pfaff, Andrew T. Girvin, Amin Manna, Emily Niehaus, Stephanie S. Hong, Xiaohan Tanner Zhang, Richard L. Zhu, Mark Bissell, Nabeel Qureshi, Joel H. Saltz, Melissa A. Haendel, Christopher G. Chute, Harold P. Lehmann, Richard A. Moffitt
Harmonizing units and values of quantitative data elements in a very large nationally pooled electronic health record (EHR) dataset. J. Am. Medical Informatics Assoc. 29 (7) (2022)
Raphaël Pestourie, Youssef Mroueh, Chris Rackauckas, Payel Das, Steven G. Johnson
Physics-enhanced deep surrogates for PDEs. CoRR (2021)
Guanpeng Xu, Steven G. Johnson
Modified discrete Laguerre polynomials for efficient computation of exponentially bounded Matsubara sums. CoRR (2021)
Steven G. Johnson
Notes on Perfectly Matched Layers (PMLs). CoRR (2021)
Lu Lu, Raphaël Pestourie, Wenjie Yao, Zhicheng Wang, Francesc Verdugo, Steven G. Johnson
Physics-informed neural networks with hard constraints for inverse design. CoRR (2021)
Lu Lu, Raphaël Pestourie, Wenjie Yao, Zhicheng Wang, Francesc Verdugo, Steven G. Johnson
Physics-Informed Neural Networks with Hard Constraints for Inverse Design. SIAM J. Sci. Comput. 43 (6) (2021)
Ardavan F. Oskooi, Christopher Hogan, Alec M. Hammond, M. T. Homer Reid, Steven G. Johnson
Factorized Machine Learning for Performance Modeling of Massively Parallel Heterogeneous Physical Simulations. CoRR (2020)
Bonnie L. Westra, Kay Lytle, LuAnn Whittenburg, Mischa Adams, Samira Ali, Meg Furukawa, Stephanie Hartleben, Mary L. Hook, Steven G. Johnson, Sarah Collins Rossetti, Theresa (Tess) Settergren
A refined methodology for validation of information models derived from flowsheet data and applied to a genitourinary case. J. Am. Medical Informatics Assoc. 27 (11) (2020)
Raphaël Pestourie, Youssef Mroueh, Thanh V. Nguyen, Payel Das, Steven G. Johnson
Active learning of deep surrogates for PDEs: Application to metasurface design. CoRR (2020)
Kay Lytle, Bonnie L. Westra, Mary L. Hook, Mischa Adams, Samira Ali, Meg Furukawa, Steven G. Johnson, Tari Rajchel, Sarah Collins Rossetti, Theresa (Tess) Settergren, LuAnn Whittenburg
Analyzing Flowsheet Data to Refine and Validate Information Models. AMIA (2019)
Steven G. Johnson, Lisiane Pruinelli, Bonnie L. Westra
Machine Learned Mapping of Local EHR Flowsheet Data to Standard Information Models using Topic Model Filtering. AMIA (2019)
Steven G. Johnson
Accurate solar-power integration: Solar-weighted Gaussian quadrature. CoRR (2019)
Lisiane Pruinelli, Sisi Ma, Bonnie L. Westra, Steven G. Johnson, Susan O'Conner-Von, Stuart M. Speedie
Multiple Factors Drive Opioid Prescribing at the Time of Discharge. AMIA (2018)
Bonnie L. Westra, Steven G. Johnson, Samira Ali, Karen Bavuso, Christopher Cruz, Sarah Collins, Meg Furukawa, Mary L. Hook, Anne LaFlamme, Kay Lytle, Lisiane Pruinelli, Tari Rajchel, Theresa (Tess) Settergren, Kathryn Westman, LuAnn Whittenburg
Validation and Refinement of a Pain Information Model from EHR Flowsheet Data. Appl. Clin. Inform. 9 (01) (2018)
Steven G. Johnson, Stuart M. Speedie, György J. Simon, Vipin Kumar, Bonnie L. Westra
Quantifying the Effect of Data Quality on the Validity of an eMeasure. Appl. Clin. Inform. 8 (04) (2017)
Steven G. Johnson, Lisiane Pruinelli, Beverly Christie, Connie White-Delaney, Grace Gao, Anne LaFlamme, Jung In Park, Suzan G. Sherman, Bonnie L. Westra
FloMap: A Collaborative Tool for Mapping Local EHR Flowsheet Data to Information Models. CRI (2017)
Bonnie L. Westra, Beverly Christie, Matthew D. Byrne, Anne LaFlamme, Grace Gao, Steven G. Johnson, Jung In Park, Lisiane Pruinelli, Piper Ranallo, Connie White-Delaney, Stuart M. Speedie
Modeling Flowsheet Data for Secondary Use. AMIA (2016)
Piper Ranallo, Beverly Christie, Steven G. Johnson, Lisiane Pruinelli, Anne LaFlamme, Jung In Park, Suzan G. Sherman, Matthew D. Byrne, Stuart M. Speedie, Bonnie L. Westra
Pooling Mental Health Data Collected in EHRs: A Methodology for Developing an an RDoc-Based Research Repository. CRI (2016)
Bonnie L. Westra, Beverly Christie, Steven G. Johnson, Lisiane Pruinelli, Anne LaFlamme, Jung In Park, Suzan G. Sherman, Piper Ranallo, Matthew D. Byrne, Stuart M. Speedie
Expanding Interprofessional EHR Data in i2b2. CRI (2016)
Stuart M. Speedie, György J. Simon, Vipin Kumar, Bonnie L. Westra, Steven G. Johnson
Application of an Ontology for Characterizing Data Quality for a Secondary Use of EHR Data. Appl. Clin. Inform. 7 (01) (2016)
Steven G. Johnson, Stuart M. Speedie, György J. Simon, Vipin Kumar, Bonnie L. Westra
Quantifying the Effect of Data Quality on the Correctness of an eMeasure. AMIA (2016)
Matthew D. Byrne, Steven G. Johnson, Beverly Christie, Jung In Park, Lisiane Pruinelli, Suzan Sherman, Bonnie L. Westra
Musculoskeletal Flowsheet Data Modeling for Clinical Research. AMIA (2015)
Steven G. Johnson, Stuart M. Speedie, György J. Simon, Vipin Kumar, Bonnie L. Westra
A Data Quality Ontology for the Secondary Use of EHR Data. AMIA (2015)
Jung In Park, Steven G. Johnson, Matthew D. Byrne, Beverly Christie, Lisiane Pruinelli, Suzan Sherman, Bonnie L. Westra
Clinical Data Modeling EHR Data for Understanding Factors Related to Hospital-acquired Catheter-Associated Urinary Tract Infection (CAUTI). AMIA (2014)
Steven G. Johnson, Jung In Park, Matthew D. Byrne, Beverly Christie, Lisiane Pruinelli, Suzan Sherman, Bonnie L. Westra
Semi-Automated Method to Extract Semantic Information from EHR Flowsheet Data for Pressure Ulcer Research. AMIA (2014)
Steven G. Johnson, Matthew D. Byrne, Beverly Christie, Justin Dale, Supreet B. Kathpalia, Emily Melcher, Tim Meyer, Jung In Park, Suzan Sherman, Bonnie L. Westra
CTSI Pilot: Evaluating EHR Flowsheet Data Quality for Secondary Use in Research. AMIA (2013)
M. T. Homer Reid, Alejandro W. Rodriguez, Steven G. Johnson
Fluctuation-Induced Phenomena in Nanoscale Systems: Harnessing the Power of Noise. Proc. IEEE 101 (2) (2013)
Ardavan F. Oskooi, Steven G. Johnson
Distinguishing correct from incorrect PML proposals and a corrected unsplit PML for anisotropic, dispersive media. J. Comput. Phys. 230 (7) (2011)
Emmanuel Lambert, Martin Fiers, Shavkat Nizamov, Martijn Tassaert, Steven G. Johnson, Peter Bienstman, Wim Bogaerts
Python Bindings for the Open Source Electromagnetic Simulator Meep. Comput. Sci. Eng. 13 (3) (2011)
Ardavan F. Oskooi, David Roundy, Mihai Ibanescu, Peter Bermel, John D. Joannopoulos, Steven G. Johnson
Meep: A flexible free-software package for electromagnetic simulations by the FDTD method. Comput. Phys. Commun. 181 (3) (2010)
Xuancheng Shao, Steven G. Johnson
Type-II/III DCT/DST algorithms with reduced number of arithmetic operations. Signal Process. 88 (6) (2008)
Xuancheng Shao, Steven G. Johnson
Type-IV DCT, DST, and MDCT algorithms with reduced numbers of arithmetic operations. Signal Process. 88 (6) (2008)
Matteo Frigo, Steven G. Johnson
Comments on "Split Manageable Efficient Algorithm for Fourier and Hadamard Transforms". IEEE Trans. Signal Process. 55 (4) (2007)
Steven G. Johnson, Matteo Frigo
A Modified Split-Radix FFT With Fewer Arithmetic Operations. IEEE Trans. Signal Process. 55 (1) (2007)
Xuancheng Shao, Steven G. Johnson
Type-II/III DCT/DST algorithms with reduced number of arithmetic operations CoRR (2007)
Xuancheng Shao, Steven G. Johnson
Type-IV DCT, DST, and MDCT algorithms with reduced numbers of arithmetic operations CoRR (2007)
Steven G. Johnson, Matteo Frigo
Comments on "Method of flow graph simplification for the 16-point discrete Fourier Transform". IEEE Trans. Signal Process. 54 (4) (2006)
Matteo Frigo, Steven G. Johnson
The Design and Implementation of FFTW3. Proc. IEEE 93 (2) (2005)
Steven G. Johnson, Attila Mekis, Shanhui Fan, John D. Joannopoulos
Molding the flow of light. Comput. Sci. Eng. 3 (6) (2001)
Matteo Frigo, Steven G. Johnson
FFTW: an adaptive software architecture for the FFT. ICASSP (1998)