A Framework for Understanding Sources of Harm throughout the Machine Learning Life Cycle

by Suresh, Harini, Guttag, John
Published 2022

Real time reconstruction of quasiperiodic multi parameter physiological signals

by Ganeshapillai, Gartheeban, Guttag, John V.
Published 2013

Weighted Time Warping for Temporal Segmentation of Multi-Parameter Physiological Signals

by Ganeshapillai, Gartheeban, Guttag, John V.
Published 2012

Patient-Adaptive Ectopic Beat Classification using Active Learning

by Wiens, J., Guttag, John V.
Published 2012

Unsupervised Similarity-Based Risk Stratification for Cardiovascular Events Using Long-Term Time-Series Data

by Syed, Zeeshan, Guttag, John V.
Published 2011

Bolt: Accelerated Data Mining with Fast Vector Compression

by Blalock, Davis W., Guttag, John V.
Published 2021

EXTRACT: Strong Examples from Weakly-Labeled Sensor Data

by Blalock, Davis W., Guttag, John V.
Published 2021

Learning the probability of activation in the presence of latent spreaders

by Makar, Maggie, Guttag, John V, Wiens, Jenna
Published 2021

Quantifying morphology changes in time series data with skew

by Sung, Phil, Syed, Zeeshan, Guttag, John V.
Published 2011

Discretization of continuous ECG based risk metrics using asymmetric and warped entropy measures

by Singh, Anima, Liu, J., Guttag, John V.
Published 2012

Learning Approximate Sequential Patterns for Classification

by Syed, Zeeshan, Indyk, Piotr, Guttag, John V.
Published 2011

Developing a Data-Driven Player Ranking in Soccer Using Predictive Model Weights

by Brooks, Joel David, Kerr, Matthew, Guttag, John
Published 2019

Clustering and Symbolic Analysis of Cardiovascular Signals: Discovery and Visualization of Medically Relevant Patterns in Long-Term Data Using Limited Prior Knowledge

by Syed, Zeeshan, Guttag, John V., Stultz, Collin M.
Published 2012

Learning Tasks for Multitask Learning

by Suresh, Harini, Gong, Jen J., Guttag, John V.
Published 2021

Unsupervised learning of probabilistic diffeomorphic registration for images and surfaces

by Dalca, Adrian Vasile, Balakrishnan, Guha, Guttag, John V
Published 2021

Reconstruction of ECG signals in presence of corruption

by Ganeshapillai, Gartheeban, Liu, Jessica F., Guttag, John V.
Published 2012

An algorithm for seizure onset detection using intracranial EEG

by Kharbouch, Alaa, Shoeb, Ali, Cash, Sydney S., Guttag, John V.
Published 2015

Patient risk stratification for hospital-associated C. diff as a time-series classification task

by Wiens, Jenna Anne Marleau, Guttag, John V, Horvitz, Eric
Published 2021

Anatomical Priors in Convolutional Networks for Unsupervised Biomedical Segmentation

by Dalca, Adrian Vasile, Guttag, John V., Sabuncu, Mert R.
Published 2020