Alumni
DPhil / PhD
- Li, Q. (Ph.D.) ECG and BP Signal Quality, MIT & Shandong University, 2006 – 2008 [Now faculty at Emory University]
- Roebuck, A. (D.Phil.) Sleep Apneoa Detection Using Audio Data, University of Oxford, 2009 – 2014) [Co-Founder, SmartCare Analytics]
- Behar, J. (D.Phil.) Extraction of Clinical Information from the Non-Invasive Fetal Electrocardiogram, University of Oxford, 2011 – 2015 [Now faculty at Technion, Israel]
- Johnson, A. (D.Phil.) Mortality Prediction in the ICU, University of Oxford, 2009 – 2015 [Now faculty at University of Toronto]
- Springer, D. (D.Phil.) Resource Constrained Heart Sound Analysis, University of Oxford, 2011 – 2015 [Sr. Strategy Manager, the LEGO Group]
- Stroux, L., (D.Phil.) Low-resource Perinatal Care, University of Oxford, 2011 – 2015 [Senior Product Manager, Babylon Health]
- Raghu, A. (D.Phil.) CVD Risk Management in India, University of Oxford, 2011 – 2015 [Lead Data Scientist, Barclays]
- Zhu, T. (D.Phil.) Bayesian Fusion of Continuous-Valued Labels in Biomedical Applications, University of Oxford, 2011 – 2016 [Now Associate Professor at University of Oxford]
- Osipov, M. (D.Phil.) Towards automated symptoms assessment in mental health, University of Oxford, 2011 – 2016 [Now CTO of Sentimoto Inc.]
- Marzban, F., (Ph.D.) University of Melbourne, Fetal Doppler Analysis for IUGR, 2016 [final year of study only] [Now faculty at Monash University, Melbourne, Australia]
- Da Poain, G., (Ph.D.) Exploiting Sparsity for Efficient Compression and Analysis of ECG and Fetal-ECG Signals, Università Degli Studi di Udine, 2016 [final year of study only] [Now faculty at ETH Zurich]
- Dunkley, N. (D.Phil.) Methods for Evaluating and Improving Mortality Prediction in Intensive Care, University of Oxford, 2010 – 2017 [Now Senior Researcher at OxEhealth]
- Gederi, E. (D.Phil.) Video and Audio Analysis for the Detection of Obstructive Sleep Apnoea, University of Oxford, 2010 – 2017 [Machine Learning Research Scientist at Optellum]
- Reinertsen, E. (M.D./Ph.D.) Dichotomizing Illness from Cardiovascular and Locomotor Activity Time Series, Emory University & Georgia Institute of Technology, 2014 – 2018 [Director of Data Science and Engineering at Prometheus Biosciences, Inc.]
- Valderrama, C. (Ph.D.) Intrauterine growth prediction in low resource environments, Emory University, 2015 – 2020 [Now Assistant Prof. at Univ of Winnipeg]
- Nasiri, S. (PhD) Generalizable Machine Learning Methods for Electrophysiology, Emory University, 2017 – 2020 [Now Assistant Professor at Emory]
- Cakmak, AS. (Ph.D.) Disease state prediction using multiscale dynamics, Georgia Institute of Technology, 2017 – 2021 [Now Engineer at Apple]
- Katebi, N. (PhD) Detection of Adverse Events in Pregnancy Using a Low-Cost 1D Doppler Ultrasound Signal, Emory University, 2017 – 2021 [Now Assistant Professor at Emory]
- Shu, N. (Ph.D.) Deep Learning for vocal analytics in health, Georgia Institute of Technology, 2018 – 2022
- Salari, M. (Ph.D.) A crowdsourcing platform for environmental exposure monitoring, Emory University, 2015 – 2022 [Now Engineer in Industry]
- Sadiq, I. (Ph.D.) Cardiac variability for prediction of cardiovascular instability, Georgia Institute of Technology, 2017 – 2022 [Now a postdoc at University of Oklahoma]
- Suresha, P. (Ph.D.) Physiological abnormality detection and prediction in pediatric behavioral disorders, Georgia Institute of Technology, 2017 – 2022 [Now Engineer at Apple]
- Sheikh, S. (Ph.D.) Expert and non-expert label aggregation for bootstrapping cardiac labels, Georgia Institute of Technology, 2018 – 2022 [Returned to work in Pakistan Govt Research]
- Waters, S. (Ph.D.) Methods For Generalized Low-dimensional EEG Analysis Using Transfer Learning, Georgia Institute of Technology, 2018 – 2023 [Now Postdoc at Harvard]
- Jiang, Z. (Ph.D.) Multimodal assessment of neuropsychiatric disorders using audiovisual recordings, Georgia Institute of Technology, 2018 – 2023 [Now CEO of startup]
- Hedge, C. (Ph.D.), Objective Behavioral Analysis in Mild Cognitive Impairment, Georgia Institute of Technology, 2018 – 2023 [Now Research Engineer at Emory]
- Haque, R. (Ph.D.), Deep Convolutional Neural Network, Emory University, 2014-2022 [Now Resident Physician at Massachusetts General Hospital]
Masters & UROP students
- Briggs, S. (M.Eng.) ECG-based sleep staging, University of Oxford (2013-2014) [*]
- Bent, O. (M.Eng.) Low-cost pulse oximetry for neonatal apnea, University of Oxford (2012-2013) [*]
- Morton, A. (M.Eng.) Resource-constrained spirometry, University of Oxford (2012-2013) [*]
- Colloca, R. (M.Sc.) Robust AF detection, Politecnico di Milano (2012-2013) [#] [Now PhD at Politecnico di Milano]
- Carpseken, W. (M.Sc.) Telespiro: low-cost spirometry for resource poor settings, University of Oxford (2011-2012) [*] [Now MD at Harvard]
- Lopez, D. (M.Eng./UROP) ECG Signal Quality, Imperial College (2011) [*] [Returned to Imperial College to Complete Studies]
- Williams, J. (M.Eng.) The Application of Phase-Rectified Signal Averaging to Intrapartum Cardiotocography Signals to Predict Fetal Acidemia, MEng Thesis, University of Oxford, (2011-2012) [#]
- Daly, J. (M.Eng.) The Design of a Neonatal Apnoea Monitor for Resource-constrained Environments, MEng Thesis, University of Oxford, (2011-2012) [*] [Now: PhD candidate at University of Oxford]
- Higgins, H. (M.Eng.) The Detection of Obstructive Sleep Apneoa Using a Mobile Phone, University of Oxford, (2011-2012) [*]
- Dunkley, N. (M.Sc.) Mortality prediction in the ICU, University of Oxford (2010-2011) [*] [Now: PhD candidate at University of Oxford]
- Burgess, F. (M.Eng.) Detection of Sleep Apneoa, University of Oxford (2010-2011) [*]
- Fedder, G. (M.Eng.) Fetal ECG signal Quality, University of Oxford (2010-2011) [*]
- McDonnell, C. (M.Sc.) Fetal ECG Analysis, University of Oxford (2010-2011) [*]
- Ghassemi, M. (M.Phil.) Prediction of Hypotension, University of Oxford (2009-2010) [&] [Now: PhD candidate at MIT]
- Kuan, K. (M.Eng.) Lung Sound Analysis on a Cellphone, MIT (2009-2010) [*] [Now at Google, CA]
- Chen, T. (M.Eng.) Etiology of Hypotensive Events, MIT (2008-2009) [&] [Now at Johnson & Johnson, Shanghai]
- Deshmane, A. (M.Eng.) False Alarm Suppression in the ICU, MIT (2008-2009) [#] [Now PhD candidate at Case Western]
- Celi, L. (MSc) Mobile Diagnostics in Resource Poor Environments, MIT (Spring 2008) [&] [Now MD, Harvard]
- Amjad Khan, I. (UROP) Cardiovascular Signals Forensics, MIT (Spring 2008) [*]
- Aboukhalil, A. (M.Eng.) False Alarm Suppression in the ICU, MIT (2006-2007) [#] [Now: PhD candidate at Harvard]
- Neamatulla, I. (M.Eng) Automated De-Identification of Free-Text Medical Records, MIT (2005-2006) [#]
- Shu, J. (M.Eng) Free Text Phrase Encoding and Information Extraction from Medical Notes, MIT (2004-2006) [#]
- Kyaw, T. H. (M.Eng) Formatting and Searching a Massive Multi-parameter Clinical Information Database, MIT (2003-2005) [&] [Now at Yahoo, CA]
- Douglass, M. (M.Eng) Computer-assisted de-identification of free-text nursing notes, MIT (2003-2005) [#]
- Zapanta, L. (M.Eng) Heart rate variability in mice with coronary heart disease, MIT (2003-2005) [*]
- Abdala, O. (M.Eng) The Annotation Station: an open source technology for data visualization and annotation large biomedical databases, MIT (2003-2004) [#] [Now PhD, Harvard]
- Nnewihe, A. (UROP) ECG on a Soundcard, MIT (2004-2005) [*]
- Willsey, M. (UROP) False VEB Suppression, MIT (2003-2004) [*]
- Hung, A. (Intern) Web Interface for Database Search Engine, MIT (Summer 2005) [*]
Postdocs & Research Engineers
- Reyna, M. (Postdoctoral Researcher), Department of Biomedical Informatics, Emory University (2018-2020) [*] [Currently Assistant Professor at Emory University]
- Alvincé Le Arnz Pongos (Research Engineer), Department of Biomedical Informatics, Emory University (2017-2019) [Now Research Engineer at MIT]
- Da Poian, G. (Postdoctoral Researcher), Department of Biomedical Informatics, Emory University (2017-2019) [*] [Currently postdoc at ETH Zürich, Switzerland]
- Verma, A. (Research Engineer) Department of Biomedical Informatics, Emory University (2017-2019) [*] [Currently Research Engineer at Google]
- Manyam, R. (Research Engineer) Department of Biomedical Informatics, Emory University (2016-2019) [*]
- Vest, A. (Postdoctoral Researcher), Department of Biomedical Informatics, Emory University (2016-2017) [*] [Currently medical student at Emory University]
- Tsanas, A. (Postdoctoral Researcher), Sleep and Circadian Neuroscience Institute, University of Oxford (2012-2015) [*] [Currently postdoc at Oxford]
- Hopkins, M. (Postdoctoral Database Engineer), Emory University (2014-2015) [*] [Currently Research Scientist at Intel, Oregon, USA for 2015]
- Oster, J. (Postdoc) MHD suppression in the ECG, University of Oxford (2011-2014) [*] [Currently postdoc at Oxford]
- Li, Q (Postdoc) False alarm suppression in the ICU, University of Oxford (2011-2014) [*] [Currently Assistant Professor at Emory University]
- Houghton, P. (RA) Drug-drug Interactions, Universities of Oxford & Liverpool (2011-2013) [#] [Currently freelance programmer]
- Monasterio, V. (Postdoc) Neonatal apnea detection, University of Oxford (2011-2012) [*] [Currently Assistant Professor (Lecturer) at University of Zaragoza, Spain]
- Llinares, R. (Postdoc) ECG models for ischemia and MRI, University of Oxford (2010-2011) [*] [Currently Assistant Professor (Lecturer) at University of Alicante, Spain]
- Scott, D. (Postdoc) Database & Network Admin., MIT (2008-2009) [*] [Currently Systems Engineer at an insurance startup, QMetric Group Ltd., London, UK]
- Villarroel, M. (RA) Database & Network Admin., MIT (2005-2009) [*] [Subsequently Research Assistant at University of Oxford, UK and now Research Scientist at MIT, Boston, USA]
- Stephens, K. (Software Engineering Intern) Department of Biomedical Informatics Emory University (2016-2017)
- Sutherland, T (Software Engineering Intern) Department of Biomedical Informatics Emory University (2016-2017)
- Singer, J. (RA) Java Developer, MIT (2008) [*]
- Lehman, L. (Postdoc) Java Developer & Database Admin., MIT (2006-2008) [*] [Currently postdoc at MIT]
- Alday, E. (Postdoc) Department of Biomedical Informatics Emory University (2019-2022) [Currently Senior Data Scientist at Prolaio]
- Mannino, R. (Postdoc) Department of Biomedical Informatics Georgia Institute of Technology (2013-2018) [Currently Chief Technology Officer at Sanguina, Inc.]
- Nguyen, T. (Software Engineer) Department of Biomedical Informatics Emory University (2016-2021) [Currently Senior Software Engineer at CallRail]
- Shaw, C. (Software Application Developer) Department of Biomedical Informatics Emory University (2016-2022) [Currently CTO + Co-Founder of Transition]
Visiting Researchers
- Johannes Krug (Universität Magdeburg, Germany) 2013-2015
- Fernando Andreotti (Universität Dresden, Germany) 2014-2015
- Jan Gierałtowski (Center for Advanced Studies Warsaw University of Technology, Poland) Spring 2015
- Qichen Li (University of Oxford, UK) Summer 2015
- Faezeh Marzbanrad (University of Melbourne, Australia) August-October 2015
- Andoni Elola, University of the Basque Country (2019-2020)
* indicates sole supervision
# indicates co-supervision as primary supervisor
& indicates significant supervision or co-supervision as secondary
supervisor