Kenneth Jung - RankMe

21 papers A 1Misc 3Journal 15Unranked 2

Year	Rank	Type	Title / Venue / Authors
2021	J	`jnl`	A framework for making predictive models useful in practice. J. Am. Medical Informatics Assoc. 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
2021	J	`jnl`	Language models are an effective representation learning technique for electronic health record data. J. Biomed. Informatics Ethan Steinberg, Kenneth Jung, Jason A. Fries, Conor K. Corbin, Stephen R. Pfohl, Nigam H. Shah
2020	J	`jnl`	Language Models Are An Effective Patient Representation Learning Technique For Electronic Health Record Data. CoRR Ethan Steinberg, Kenneth Jung, Jason A. Fries, Conor K. Corbin, Stephen R. Pfohl, Nigam H. Shah
2019	A	`conf`	Countdown Regression: Sharp and Calibrated Survival Predictions. UAI Anand Avati, Tony Duan, Sharon Zhou, Kenneth Jung, Nigam H. Shah, Andrew Y. Ng
2019	J	`jnl`	Finding missed cases of familial hypercholesterolemia in health systems using machine learning. npj Digit. Medicine 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
2019	J	`jnl`	Predicting need for advanced illness or palliative care in a primary care population using electronic health record data. J. Biomed. Informatics Kenneth Jung, Sylvia E. K. Sudat, Nicole Kwon, Walter F. Stewart, Nigam H. Shah
2019	Misc	`conf`	The Effectiveness of Multitask Learning for Phenotyping with Electronic Health Records Data. PSB Daisy Yi Ding, Chloé Simpson, Stephen Pfohl, Dave C. Kale, Kenneth Jung, Nigam H. Shah
2018	J	`jnl`	Countdown Regression: Sharp and Calibrated Survival Predictions. CoRR Anand Avati, Tony Duan, Kenneth Jung, Nigam H. Shah, Andrew Y. Ng
2018	J	`jnl`	Improving palliative care with deep learning. BMC Medical Informatics Decis. Mak. Anand Avati, Kenneth Jung, Stephanie Harman, Lance Downing, Andrew Y. Ng, Nigam H. Shah
2018	J	`jnl`	Predicting Inpatient Discharge Prioritization With Electronic Health Records. CoRR Anand Avati, Stephen Pfohl, Chris Lin, Thao Nguyen, Meng Zhang, Philip Hwang, Jessica Wetstone, Kenneth Jung, Andrew Y. Ng, Nigam H. Shah
2018	J	`jnl`	The Effectiveness of Multitask Learning for Phenotyping with Electronic Health Records Data. CoRR Daisy Yi Ding, Chloé Simpson, Stephen Pfohl, Dave C. Kale, Kenneth Jung, Nigam H. Shah
2017	J	`jnl`	Improving Palliative Care with Deep Learning. CoRR Anand Avati, Kenneth Jung, Stephanie Harman, Lance Downing, Andrew Y. Ng, Nigam H. Shah
2017	—	`conf`	Improving palliative care with deep learning. BIBM Anand Avati, Kenneth Jung, Stephanie Harman, Lance Downing, Andrew Y. Ng, Nigam H. Shah
2017	J	`jnl`	Learning Effective Representations from Clinical Notes. CoRR Sébastien Dubois, Nathanael Romano, Nigam Shah, Kenneth Jung
2017	—	`conf`	The Effectiveness of Transfer Learning in Electronic Health Records Data. ICLR (Workshop) Sébastien Dubois, Nathanael Romano, Kenneth Jung, Nigam Shah, David C. Kale
2016	Misc	`conf`	Learning Effective Treatment Pathways for Type-2 Diabetes from a clinical data warehouse. AMIA Rohit Vashisht, Kenneth Jung, Nigam Shah
2015	J	`jnl`	A method for systematic discovery of adverse drug events from clinical notes. J. Am. Medical Informatics Assoc. Guan Wang, Kenneth Jung, Rainer Winnenburg, Nigam H. Shah
2015	J	`jnl`	Functional evaluation of out-of-the-box text-mining tools for data-mining tasks. J. Am. Medical Informatics Assoc. Kenneth Jung, Paea LePendu, Srinivasan Iyer, Anna Bauer-Mehren, Bethany Percha, Nigam H. Shah
2015	J	`jnl`	Implications of non-stationarity on predictive modeling using EHRs. J. Biomed. Informatics Kenneth Jung, Nigam H. Shah
2013	Misc	`conf`	Learning Practice-based Evidence from Unstructured Clinical Notes. AMIA Nigam Shah, Paea LePendu, Anna Bauer-Mehren, Srinivasan V Iyer, Kenneth Jung, Tyler Cole, Rave Harpaz
2012	J	`jnl`	Efficient sampling of protein conformational space using fast loop building and batch minimization on highly parallel computers. J. Comput. Chem. Michael D. Tyka, Kenneth Jung, David Baker