Research Projects

The following list is a selection of the research projects I am currently or have previously been involved with:

• MIMICII - NIH/NBIB funded R01 project entitled "Integrating Data, Models & Reasoning in Critical Care", led by Profs. Roger Mark, Peter Szolovits, and George Verghese.
• PhysioNet - NCRR funded "research resource for
  complex physiologic signals", headed by George Moody, Roger Mark, and Ary Goldberger.
• SAMP, the Systems Analysis, Modelling and Prediction Group in the at the Dept. of Eng. Sci., Oxford University, led by Patrick McSharry.
• ECGtools - software software  and a series(?) of book(s) on advanced ECG signal analysis techniques, with Patrick McSharry and Francisco Azuaje. The book is published by Artech House and is available for purchase now at a discounted price, with delivery for October 2006.
• ECGSYN - A realistic ECG simulator, with Patrick McSharry and Mauricio Villarroel.
• ECG models, Kalman Filtering and ICA for Fetal ECG analysis with Reza Semani, Mohammad Shamsollahi and Chris Jutten .
• ecgML - XML-based biomedical data format standards led by Francisco Azuaje.
• SQI - Signal Quality Indices, with Wei Zong of Philips Research, and Qiao-Li of Shandong University, China.
• physio-Grid; Ambulatory ECG & Pulsatile Waveform Analysis using PhysioNet algorithms,  with Chan Yan Youn in the Lab for Advanced Networks and System Architecture   at the Information and Communications University, Korea, and  Yoon-Bo Shim in the Dept. of Chemistry, Pusan National University, Korea.
• QT analysis and cardiac-realted sleep analysis with  PhysioStream.
• Open source software and hardware for high quality ECG and EEG acquisition, with E-Trolz.
• Sleep and Sedation in the ICU, with Atul Malholtra and Quasar.
• BioSign with Oxford BioSignals and Lionel Tarassenko at Oxford University
• BioSomnia with Oxford BioSignals and Lionel Tarassenko at Oxford University
• Cardiac-Related Sleep Analysis and HRV with Joe Mietus.
• Fetal ECG analysis with Adam Wolfberg at Brigham and Women's Hospital, and Zeeshan Syed and John Guttag at the MIT Computer Science and Artificial Intelligence Laboratory's Networks and Mobile Systems.
• SASA; Sedation, Agitation, Sleep and Activity, with Brian Janz, Joe Frassica, and Quasar.