Kenneth Jung

According to our database, Kenneth Jung authored at least 18 papers between 2012 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Language models are an effective representation learning technique for electronic health record data.

Ethan Steinberg, Kenneth Jung, Jason A. Fries, Conor K. Corbin, Stephen R. Pfohl, Nigam H. Shah

J. Biomed. Informatics, 2021

A framework for making predictive models useful in practice.

Kenneth Jung, Sehj Kashyap, Anand Avati, Stephanie Harman, Heather Shaw, Ron C. Li, Margaret Smith, Kenny Shum, Jacob Javitz, Yohan Vetteth, Tina Seto, Steven C. Bagley, Nigam H. Shah

J. Am. Medical Informatics Assoc., 2021

2020

Language Models Are An Effective Patient Representation Learning Technique For Electronic Health Record Data.

Ethan Steinberg, Kenneth Jung, Jason A. Fries, Conor K. Corbin, Stephen R. Pfohl, Nigam H. Shah

CoRR, 2020

2019

Finding missed cases of familial hypercholesterolemia in health systems using machine learning.

Juan M. Banda, Ashish Sarraju, Fahim Abbasi, Justin Parizo, Mitchel Pariani, Hannah Ison, Elinor Briskin, Hannah Wand, Sébastien Dubois, Kenneth Jung, Seth A. Myers, Daniel J. Rader, Joseph B. Leader, Michael F. Murray, Kelly D. Myers, Katherine Wilemon, Nigam H. Shah, Joshua W. Knowles

npj Digit. Medicine, 2019

Predicting need for advanced illness or palliative care in a primary care population using electronic health record data.

Kenneth Jung, Sylvia E. K. Sudat, Nicole Kwon, Walter F. Stewart, Nigam H. Shah

J. Biomed. Informatics, 2019

Countdown Regression: Sharp and Calibrated Survival Predictions.

Anand Avati, Tony Duan, Sharon Zhou, Kenneth Jung, Nigam H. Shah, Andrew Y. Ng

Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

The Effectiveness of Multitask Learning for Phenotyping with Electronic Health Records Data.

Daisy Yi Ding, Chloé Simpson, Stephen Pfohl, Dave C. Kale, Kenneth Jung, Nigam H. Shah

Proceedings of the Biocomputing 2019: Proceedings of the Pacific Symposium, 2019

2018

Improving palliative care with deep learning.

Anand Avati, Kenneth Jung, Stephanie Harman, Lance Downing, Andrew Y. Ng, Nigam H. Shah

BMC Medical Informatics Decis. Mak., 2018

Predicting Inpatient Discharge Prioritization With Electronic Health Records.

Anand Avati, Stephen Pfohl, Chris Lin, Thao Nguyen, Meng Zhang, Philip Hwang, Jessica Wetstone, Kenneth Jung, Andrew Y. Ng, Nigam H. Shah

CoRR, 2018

Countdown Regression: Sharp and Calibrated Survival Predictions.

Anand Avati, Tony Duan, Kenneth Jung, Nigam H. Shah, Andrew Y. Ng

CoRR, 2018

2017

Learning Effective Representations from Clinical Notes.

Sébastien Dubois, Nathanael Romano, Nigam Shah, Kenneth Jung

CoRR, 2017

The Effectiveness of Transfer Learning in Electronic Health Records Data.

Sébastien Dubois, Nathanael Romano, Kenneth Jung, Nigam Shah, David C. Kale

Proceedings of the 5th International Conference on Learning Representations, 2017

2016

Learning Effective Treatment Pathways for Type-2 Diabetes from a clinical data warehouse.

Rohit Vashisht, Kenneth Jung, Nigam Shah

Proceedings of the AMIA 2016, 2016

2015

Implications of non-stationarity on predictive modeling using EHRs.

Kenneth Jung, Nigam H. Shah

J. Biomed. Informatics, 2015

A method for systematic discovery of adverse drug events from clinical notes.

Guan Wang, Kenneth Jung, Rainer Winnenburg, Nigam H. Shah

J. Am. Medical Informatics Assoc., 2015

Functional evaluation of out-of-the-box text-mining tools for data-mining tasks.

Kenneth Jung, Paea LePendu, Srinivasan Iyer, Anna Bauer-Mehren, Bethany Percha, Nigam H. Shah

J. Am. Medical Informatics Assoc., 2015

2013

Learning Practice-based Evidence from Unstructured Clinical Notes.

Nigam Shah, Paea LePendu, Anna Bauer-Mehren, Srinivasan V Iyer, Kenneth Jung, Tyler Cole, Rave Harpaz

Proceedings of the AMIA 2013, 2013

2012

Efficient sampling of protein conformational space using fast loop building and batch minimization on highly parallel computers.

Michael D. Tyka, Kenneth Jung, David Baker

J. Comput. Chem., 2012