2.2k citations · 4.4k across the 41 of their papers we have counts for
4 papers · 1 filter
A Video-Based Method for Objectively Rating Ataxia
Ronnachai Jaroensri, Amy Zhao, Guha Balakrishnan +4
For many movement disorders, such as Parkinson's disease and ataxia, disease progression is visually assessed by a clinician using a numerical disease rating scale. These tests are…
EXTRACT: Strong Examples from Weakly-Labeled Sensor Data
Davis W. Blalock, John V. Guttag
Thanks to the rise of wearable and connected devices, sensor-generated time series comprise a large and growing fraction of the world's data. Unfortunately, extracting value from t…
Uncovering Voice Misuse Using Symbolic Mismatch
Marzyeh Ghassemi, Zeeshan Syed, Daryush D. Mehta +3
Voice disorders affect an estimated 14 million working-aged Americans, and many more worldwide. We present the first large scale study of vocal misuse based on long-term ambulatory…
Transferring Knowledge from Text to Predict Disease Onset
Yun Liu, Kun-Ta Chuang, Fu-Wen Liang +3
In many domains such as medicine, training data is in short supply. In such cases, external knowledge is often helpful in building predictive models. We propose a novel method to i…