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RESEARCH INTERESTS
- Biophotonics
- Brain Function Imaging
- Biomedical Signal Processing
- Critical Care Research (ICU/NICU/EMU)
- Pattern Recognition
- Decision Support Systems
- Artificial Intelligence
- Knowledge Discovery
- Bioinformatics
- Neuroprosthetics
BIOMEDICAL PROJECTS
- Brain Function Imaging, Leap Medical Inc, Canada
- Automatic
Seizure Detection, CENSIPCOM, Concordia University, Canada
- Epileptic
Spike Classification, CENSIPCOM,
Concordia University, Canada
- Multiorgan
Variability Analysis, OHRI,
Canada
- Autonomic
Function, Memory and Aging, OSHU,
USA
- Designer's
Mental Stress Analysis, CIISE,
Concordia University, Canada
- Esophageal
Pressure Signal Analysis, Concordia University, Canada
- Model-based
Genomic Signal Processing, CENSIPCOM,
Concordia University, Canada
- Brain Computer
Interface, CBME, IIT Delhi, India
- Quantification
of Autonomic Tone, AFT Lab., AIIMS New Delhi, India
- 8051 based
16-bit Data Acquisition System, CBME, IIT Delhi, New Delhi, India
- Transdermal
Drug Delivery (TDD) Real-time Instrument interface, Biosensors
Lab., IIT Delhi,
New Delhi, India
MEMBERSHIP
- Institute of Electrical and Electronic Engineering Society
(IEEE),
- IEEE Engineering in Medicine and Biology Society
(IEEE-EMBS),
- IEEE Circuits and Systems Society (IEEE-CAS)
- IEEE Signal Processing Society (IEEE-SP)
- IEEE Computational Intelligence Society (IEEE-CIS)
- Canadian Medical and Biological Engineering Society (CMBES),
- International Brain Research Organization (IBRO)
SELECTED RESEARCH PUBLICATIONS
- R. Yadav et al.,
"Model-based seizure detection for intracranial EEG recordings", IEEE
Transactions on Biomedical Engineering, 59(5), 1419-1428, 2012.
- R. Yadav et al., ""Morphology-based automatic seizure
detector for intracerebral EEG recordings", IEEE Transactions on
Biomedical Engineering, 59(7), 1871-81, 2012.
- R. Yadav
et al, “A novel unsupervised spike sorting algorithm for
intracranial
EEG”, IEEE annual international conference of the Engineering in
Medicine and Biology Society (EMBS), Boston, USA, Aug. 31-Sept. 4, 2011.
- R. Yadav
et al, “Rapid identification of epileptogenic sites in the
intracranial
EEG”, IEEE annual international conference of the Engineering in
Medicine and Biology Society (EMBS), Boston, USA, Aug. 31-Sept. 4, 2011.
- S.
Mukherjee et al., “Sensitivity to mental effort and test-retest
reliability of heart rate variability measures in healthy seniors,
Clinical Neurophysiology, 2011.
- R. Yadav
et al, “Computer-aided rapid review of depth EEG in
epilepsy”, In the
proceedings of 3rd Annual Institute of Mental Health Research (IMHR)
young researchers conference, Ottawa, Canada, p5, 20, 2011.
- B.
Bradley et al, “The feasibility of continuous heart and
respiratory
rate variability analysis in the ICU: A pilot investigation”,
Journal
of Critical Care Medicine, e5, 2011.
- B. Bradley et al, “Impact
of sedation on continuous heart and respiratory rate variability
monitoring in critically ill patients”, Critical Care Medicine,
Vol.
38, No. 12 (suppl.), 2010.
- R. Yadav
et al, "Impact of sedation on continuous heart and respiratory rate
variability monitoring in critically ill patients", SCCM's 40th
Critical Care Congress, 2011
- R. Yadav
et al, "A novel morphology-based classifier for automatic detection of
epileptic seizures", IEEE annual international conference of the
Engineering in Medicine and Biology Society (EMBS), Buenos Aires,
Argentina, August 31-Sept 4, 2010.
- R. Yadav
et al, “Smart monitoring and therapeutic application of the
self-adapting seizure detection system”, IEEE Workshop on Adverse
Response Monitoring (WARM 2010), Ottawa, Canada, 2010.
- R. Yadav et al,
“A new improved model-based seizure detection using statistically
optimal null filter”, IEEE annual international conference of the
Engineering in Medicine and Biology Society (EMBS), Minneapolis, USA,
Sept. 2-6, 1318-22, 2009.
- H.
Petkar et al., “A pilot
study
to assess designer’s
mental
stress using eye gaze
system and electroencephalogram”, ASME International
design
engineering technical conference and computers (IDETC) and Information
in engineering conference (CIE), San Diego, USA, Aug. 30 - Sept. 2,
2009.
- S. Mukherjee et al., Cardiovascular autonomic functions in
well controlled and intractable partial epilepsies, Epilepsy Research,
Aug. 85 (2-3), 261-9, 2009.
- R. Yadav et al,
“A novel dual stage classifier for automatic detection of
epileptic seizures”, IEEE annual international conference of the
Engineering in Medicine and Biology Society (EMBS), Vancover, Canada,
August 20-24, 2008.
- R. Yadav et al,
Detection of epileptic seizures in Stereoencephalograms using frequency
weighted energy, International Midwest Symposium on Circuits and
Systems (MWSCAS 2007) and the 5th of the IEEE International NEWCAS
conference (IEEE-NEWCAS 2007).
- R. Yadav et al,
STFT-based segmentation in model-based seizure detection, IEEE Canadian
Conference in Electrical and Computer Engineering, Vancouver, April
2007.
- R. Agarwal et al, Electrical impedance plethysmography
techniques in estimating pulmonary function status, Journal of Medical
Engineering & Technology, Jan.-Feb. 31(1), 1-9, 2007.
- R. Yadav et
al, A study of heart rate variability and respiratory frequencies in
epilepsy, 50th Annual conference of Association of Physiologist and
pharmacologist of INDIA, Bangalore, INDIA Dec. 2004.
- R. Yadav et al.,
Trend in Pulse wave analysis, Baldev Singh workshop on Non-Invasive
measurement of peripheral blood flow and Cardiac output, AIIMS New
Delhi, 2004.
- R. Yadav et al,
Galvanic skin resistance (GSR): A study in Epilepsy. 12th National
Convention of electronics and telecommunication engineers, IETE Delhi
state chapters, Dec 2004.
- P. Sharma et al., Non-invasive measurement of gastric
myoelectrical activity in crohn’s disease, 50th Annual conference
of Association of Physiologist and pharmacologist of INIDIA, Bangalore,
INDIA Dec. 2004.
- S. Kubbakadi et al., EOG Signal analysis: For assistive
devices, 12th National Convention of electronics and telecommunication
engineers, IETE Delhi state chapters, Dec 2004.
- P. Sharma et al., Non-invasive measurement of gastric
myoelectrical activity in Ulcerative colitis, 12th National Convention
of electronics and telecommunication engineers, IETE Delhi state
chapters, Dec 2004.
- V. K. Srivastava et al., Real Time Digital Signal
Processing of EEG using FPGA, GSPx: The Embedded Signal Processing
Conference, Sept. 2004. California USA.
- K. K. Deepak et al., Indigenously developed software for
HRV analysis using concept of Virtual instrumentation, 49th Annual
conference of Association of Physiologist and pharmacologist of INIDIA,
Guwahati, INDIA. Dec. 2003.
- K. K. Deepak et al., Indigenously developed software for
HRV analysis using concept of Virtual instrumentation, Indian Journal
of Physiology & Pharmacology, Vol. 47 No. 5 (Supplement 2003).
- S. Dubey et al., Optical Imaging of chakras using PPG,
International conferences on laser application and optical metrology,
IIT Delhi, INDIA Dec. 2003.
EDITORIAL CONTRIBUTIONS
Editorial Assistant:
- Journal of Healthcare Engineering
Reviewer:
- EEE Engineering in Medical and Biology Society
- IEEE Transaction on Biomedical Engineering
- IEEE Transaction on Biomedical Circuits & Systems
- Circuits, Systems and Signal Processing
- Annals of Biomedical Engineering
- Journal of Healthcare Engineering
- Experts Systems with Application
- Biomedical Signal Processing & Control
- Journal of Neuroscience in Rural Practice
- Journal of Neuroscience Methods
- Journal of Clinical Neurophysiology
- Epilepsy Research
- Journal of Critical Care
- EEG Data for algorithm development
- Scholarship/financial support for doctoral studies
(direct/indirect sources)
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