Kenney Ng

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Complication Risk Profiling in Diabetes Care: A Bayesian Multi-Task and Feature Relationship Learning Approach

Ying Li, Bin Liu, Soumya Ghosh, 2020, IEEE Transactions on Knowledge and Data Engineering.

Approaches to topic identification on the switchboard corpus

Herbert Gish, Kenney Ng, John W. McDonough, 1994, Proceedings of ICASSP '94. IEEE International Conference on Acoustics, Speech and Signal Processing.

DPVis: Visual Exploration of Disease Progression Pathways pdf

Soumya Ghosh, Kenney Ng, Vibha Anand, 2019, ArXiv.

Phonetic recognition for spoken document retrieval

Victor Zue, Kenney Ng, V. Zue, 1998, Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '98 (Cat. No.98CH36181).

Embracing Disease Progression with a Learning System for Real World Evidence Discovery

Kenney Ng, Zhu-Hong You, Xu Min, 2020, ICIC.

Clustervision: Visual Supervision of Unsupervised Clustering

Kenney Ng, Walter F. Stewart, Bum Chul Kwon, 2018, IEEE Transactions on Visualization and Computer Graphics.

PerDREP: Personalized Drug Effectiveness Prediction from Longitudinal Observational Data

Kenney Ng, Ping Zhang, Daby Sow, 2019, KDD.

Data Driven Modeling of Electronic Health Record Data to Detect Pre-Diagnostic Heart Failure Subtypes in Primary Care

Kenney Ng, Walter F. Stewart, Christopher deFilippi, 2016, CRI.

A Comparative Study of the Practical Characteristics of Neural Network and Conventional Pattern Classifiers

Richard P. Lippmann, Kenney Ng, R. Lippmann, 1990, NIPS 1990.

DPVis: Visual Analytics With Hidden Markov Models for Disease Progression Pathways

Zhaonan Sun, Kenney Ng, Vibha Anand, 2019, IEEE Transactions on Visualization and Computer Graphics.

Modeling Disease Progression Trajectories from Longitudinal Observational Data pdf

Kenney Ng, Vibha Anand, Bum Chul Kwon, 2020, AMIA.

Curating and Integrating Data from Multiple Sources to Support Healthcare Analytics

Ping Zhang, Kenney Ng, Xinxin Zhu, 2015, MedInfo.

Towards robust methods for spoken document retrieval

Kenney Ng, 1998, ICSLP.

Generative Oversampling with a Contrastive Variational Autoencoder

Kenney Ng, Wei Huang, Kristen A. Severson, 2019, 2019 IEEE International Conference on Data Mining (ICDM).

Auto-grouping emails for faster e-discovery

Kenney Ng, Prasad Deshpande, Danish Contractor, 2011, Proc. VLDB Endow..

Interacting with Predictions: Visual Inspection of Black-box Machine Learning Models

Kenney Ng, Josua Krause, Adam Perer, 2016, CHI.

Phonetic-based word spotter: various configurations and application to event spotting

Herbert Gish, Kenney Ng, Man-Hung Siu, 1993, EUROSPEECH.

Curating and integrating user-generated health data from multiple sources to support healthcare analytics

Kenney Ng, Paul Huang, Margaret Jackson, 2018, IBM J. Res. Dev..

Tutorial on Human-Centered Explainability for Healthcare

Amit Dhurandhar, Kush R. Varshney, Kenney Ng, 2020, KDD.

Subword unit representations for spoken document retrieval

Victor Zue, Kenney Ng, 1997, EUROSPEECH.

Preface: User-generated health data and applications

Kenney Ng, Ching-Hua Chen, Ching-Hua Chen, 2018, IBM J. Res. Dev..

Characterizing Physicians Practice Phenotype from Unstructured Electronic Health Records

Kenney Ng, Walter F. Stewart, Roy J. Byrd, 2016, AMIA.

Watson Cognitive Computing for Electronic Medical Records

Kenney Ng, Murthy V. Devarakonda, Preethi Raghavan, 2016, AMIA.

Early Prediction of Diabetes Complications from Electronic Health Records: A Multi-Task Survival Analysis Approach

Ying Li, Bin Liu, Soumya Ghosh, 2018, AAAI.

Early detection of heart failure with varying prediction windows by structured and unstructured data in electronic health records

Shahram Ebadollahi, Kenney Ng, Jianying Hu, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

A Maximum Likelihood Ratio Information Retrieval Model

Kenney Ng, 1999, TREC.

Unsupervised learning with contrastive latent variable models

Soumya Ghosh, Kenney Ng, Kristen A. Severson, 2018, AAAI.

Reducing word error rate on conversational speech from the Switchboard corpus

Herbert Gish, Kenney Ng, John W. McDonough, 1995, 1995 International Conference on Acoustics, Speech, and Signal Processing.

A segmental speech model with applications to word spotting

Herbert Gish, Kenney Ng, H. Gish, 1993, 1993 IEEE International Conference on Acoustics, Speech, and Signal Processing.

PARAMO: A PARAllel predictive MOdeling platform for healthcare analytic research using electronic health records

Jimeng Sun, Kenney Ng, Bradley Malin, 2014, J. Biomed. Informatics.

Secondary processing using speech segments for an HMM word spotting system

Herbert Gish, Kenney Ng, Jan Robin Rohlicek, 1992, ICSLP.

Towards Cognitive Automation of Data Science

Alain Biem, Deepak S. Turaga, Kenney Ng, 2015, AAAI.

Practical Characteristics of Neural Network and Conventional Patterns Classifiers

Kenney Ng, Richard Lippmann, R. Lippmann, 1990, NIPS.

Subword-based approaches for spoken document retrieval

Kenney Ng, Victor W. Zue, V. Zue, 2000, Speech Commun..

Simultaneous Modeling of Multiple Complications for Risk Profiling in Diabetes Care pdf

Ying Li, Bin Liu, Soumya Ghosh, 2018, ArXiv.

Information fusion for spoken document retrieval

Kenney Ng, 2000, 2000 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.00CH37100).

Towards an integrated approach for spoken document retrieval

Kenney Ng, 2000, INTERSPEECH.

Early Detection of Heart Failure using Data Driven Modeling Approaches on Electronic Health Records: How far can one go without Domain Knowledge?

Kenney Ng, Jianying Hu, Walter F. Stewart, 2015, AMIA.

Dynamic Knowledge Distillation for Black-box Hypothesis Transfer Learning pdf

Kenney Ng, Xu Min, Fei Wang, 2020, ArXiv.

Parametric trajectory models for speech recognition

Herbert Gish, Kenney Ng, H. Gish, 1996, Proceeding of Fourth International Conference on Spoken Language Processing. ICSLP '96.

Estimating Personalized Drug Effects with Longitudinal Observational Data

Ping Zhang, Kenney Ng, Sanjoy Dey, 2018, AMIA.

Robust mapping of noisy speech parameters for HMM word spotting

Kenney Ng, H. Gish, J. R. Rohlicek, 1992, [Proceedings] ICASSP-92: 1992 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Phonetic training and language modeling for word spotting

Herbert Gish, Kenney Ng, Philippe Jeanrenaud, 1993, 1993 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Blending Knowledge in Deep Recurrent Networks for Adverse Event Prediction at Hospital Discharge pdf

Kenney Ng, Chao Yan, Mohamed Ghalwash, 2021, ArXiv.

Selection of 51 predictors from 13,782 candidate multimodal features using machine learning improves coronary artery disease prediction

Kenney Ng, Patrick T. Ellinor, Anthony Philippakis, 2021, Patterns.

Disease network delineates the disease progression profile of cardiovascular diseases

Kenney Ng, Jianying Hu, Yiqin Yu, 2021, J. Biomed. Informatics.

Post-hoc loss-calibration for Bayesian neural networks

Soumya Ghosh, Kenney Ng, Benjamin M. Marlin, 2021, UAI.

Precision population analytics: population management at the point-of-care

Kenney Ng, Uri Kartoun, Harry Stavropoulos, 2020, J. Am. Medical Informatics Assoc..

Early Detection of Heart Failure Using Electronic Health Records: Practical Implications for Time Before Diagnosis, Data Diversity, Data Quantity, and Data Density

Kenney Ng, Christopher deFilippi, Sanjoy Dey, 2016, Circulation. Cardiovascular quality and outcomes.

Prescription Extraction from Clinical Notes: Towards Automating EMR Medication Reconciliation

Shahram Ebadollahi, Kenney Ng, Steven R. Steinhubl, 2015, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

Survey of Data-Driven Approaches to Speech Synthesis

Kenney Ng, 1998 .

Early Detection of Heart Failure Using Electronic Health Records: Practical Implications for Time Before Diagnosis, Data Diversity, Data Quantity, and Data Density

Kenney Ng, Christopher DeFilippi, Walter F. Stewart, 2017 .

Analysis of factors associated with extended recovery time after colonoscopy

Kenney Ng, Sagar Kamarthi, Uri Kartoun, 2018, PloS one.

Prevalence of heart failure signs and symptoms in a large primary care population identified through the use of text and data mining of the electronic health record.

Shahram Ebadollahi, Kenney Ng, Jimeng Sun, 2014, Journal of cardiac failure.