9:00 Opening Remarks

9:15 Key Note

David Klonoff: SMART sensors for Maintaining Homeostasis

10:00 Physical Activity and EEG

  • Total Variation ECG Filtering: 30 minutes

10:30 Break

11:00 Physical Activity and EEG, Continued

  • Dave Andre: Combining sensors physiology and ML: 45 minutes
  • Relating Noninvasive Cardiac Output and Total Peripheral Resistance Estimates to Physical Activity in an Ambulatory Setting: 30 minutes

12:15 Lunch

1:45 Feature Discovery and Transfer

  • James Blum: Temporal Features and Kernel Methods for Predicting Sepsis in Postoperative Patients: 45 minutes
  • Real-time extraction and analysis of key morphological features in the electrocardiogram, for data compression and clinical decision support: 30 minutes
  • Topology Preserving Domain Adaptation for addressing Subject based Variability in SEMG signal: 30 minutes

3:30 Break

3:45 Feature Discovery and Transfer, Continued

  • Zeeshan Syed: Also machine learning/motifs: 45 minutes
  • Phase angle as a prognostic indicator in cancer: 30 minutes
  • Combining Data-Driven and Knowledge-Guided Methods to Induce Interpretable Physiological Models: 30 minutes

5:15 Wrap up, Day One



9:00 Onset Detection

  • Brent Ruby: Woodland Firefighters: 45 minutes
  • Jeff Ashe: Doppler radar based stand-off pulse and respiration monitoring: 45 minutes

10:30 Break

11:00 Onset Detection, Continued

  • Real-Time Seizure Detection in an In-Vivo Model of Epilepsy: 30 minutes
  • Transfer Learning Framework for Early Detection of Fatigue using Non-invasive Surface Electromyogram signals (SEMG): 30 minutes

12:00 Lunch

1:30 Activity Recognition

  • Matthew Goodwin: Wireless Sensing of Physiological & Physical Activity in Individuals with Autism Spectrum Disorder: 45 minutes
  • Ambulatory Assessment of Behavioural Biomarkers for Alzheimer's Disease: 30 minutes
  • Kevin Montgomery: Applications and sensors: 30 minutes

3:30 Break

4:00 Activity Recognition, Continued

  • Activity Recognition with Time-Delay Embeddings: 30 minutes
  • Recognition and Motivation for the PATRICIA Virtual Therapist: 30 minutes

5:00 Wrap up, Day Two



9:00 Models and Computational Tools

  • Marjorie Skubric: 30 minutes
  • Incorporating Variable Vascular Heat Exchangers Into Models Of Human Thermoregulation: 30 minutes
  • HBase, MapReduce,and Integrated Data Visualization for Processing Clinical Signal Data: 30 minutes

10:30 Break

11:00 Panel: What will facilitate interdisciplinary collaboration?

  • Data availability and standardization
  • Problem definitions
  • ML understanding
  • Publication rights
  • HIPAA Questions
Adam Potter,
Mar 10, 2011, 7:51 AM