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Dive into the research topics where Eric S. Winokur is active.

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Featured researches published by Eric S. Winokur.


international conference of the ieee engineering in medicine and biology society | 2011

A continuous, wearable, and wireless heart monitor using head ballistocardiogram (BCG) and head electrocardiogram (ECG)

David Da He; Eric S. Winokur; Charles G. Sodini

Continuous and wearable heart monitoring is essential for early detection and diagnosis of cardiovascular diseases. We demonstrate a continuous, wearable, and wireless heart monitor that is worn at the ear. The device has the form factor of a hearing aid and is wirelessly connected to a PC for data recording and analysis. With the ear as an anchoring point, the heart monitor measures the ballistocardiographic (BCG) motion of the head using a MEMS tri-axial accelerometer, which is an electrode-less method to measure heart rate. Additionally, electrocardiogram (ECG) is measured locally near the ear using a single-lead configuration. The peak timing delay between the head ECG and the head BCG, or RJ interval, can be extracted in the presence of noise using cross-correlation. The RJ interval is shown to correlate to the hearts pre-ejection period during both Valsalva and whole-body tilt maneuvers.


international conference of the ieee engineering in medicine and biology society | 2012

A wearable vital signs monitor at the ear for continuous heart rate and Pulse Transit Time measurements

Eric S. Winokur; David Da He; Charles G. Sodini

A continuous, wearable and wireless vital signs monitor at the ear is demonstrated. The device has the form factor of a hearing aid and is wirelessly connected to a PC for data recording and analysis. The device monitors the electrocardiogram (ECG) in a single lead configuration, the ballistocardiogram (BCG) with a MEMS triaxial accelerometer, and the photoplethysmograms (PPG) with 660nm and 940nm LED sources and a static photocurrent subtraction analog front end. Clinical tests are conducted, including Valsalva and head-up tilt maneuvers. Peak timing intervals between the ECG, BCG and PPG are extracted and are shown to relate to pre-ejection period and mean arterial blood pressure (MAP). Pulse Transit Time (PTT) extracted from cross-correlation between the PPG and BCG shows improved results compared to the pulse arrival time (PAT) method for tracking changes in MAP.


IEEE Transactions on Biomedical Engineering | 2013

A Wearable Cardiac Monitor for Long-Term Data Acquisition and Analysis

Eric S. Winokur; Maggie K. Delano; Charles G. Sodini

A low-power wearable ECG monitoring system has been developed entirely from discrete electronic components and a custom PCB. This device removes all loose wires from the system and minimizes the footprint on the user. The monitor consists of five electrodes, which allow a cardiologist to choose from a variety of possible projections. Clinical tests to compare our wearable monitor with a commercial clinical ECG recorder are conducted on ten healthy adults under different ambulatory conditions, with nine of the datasets used for analysis. Data from both monitors were synchronized and annotated with PhysioNets waveform viewer WAVE (physionet.org) [1]. All gold standard annotations are compared to the results of the WQRS detection algorithm [2] provided by PhysioNet. QRS sensitivity and QRS positive predictability are extracted from both monitors to validate the wearable monitor.


IEEE Transactions on Biomedical Engineering | 2015

An Ear-Worn Vital Signs Monitor

David Da He; Eric S. Winokur; Charles G. Sodini

This paper presents a wearable vital signs monitor at the ear. The monitor measures the electrocardiogram (ECG), ballistocardiogram (BCG), and photoplethysmogram (PPG) to obtain pre-ejection period (PEP), stroke volume (SV), cardiac output (CO), and pulse transit time (PTT). The ear is demonstrated as a natural anchoring point for the integrated sensing of physiological signals. All three signals measured can be used to obtain heart rate (HR). Combining the ECG and BCG allows for the estimation of the PEP, while combining the BCG and PPG allows for the measurement of PTT. Additionally, the J-wave amplitude of the BCG is correlated with the SV and, when combined with HR, yields CO. Results from a clinical human study on 13 subjects demonstrate this proof-of-concept device.


international conference of the ieee engineering in medicine and biology society | 2010

The ear as a location for wearable vital signs monitoring

David Da He; Eric S. Winokur; Thomas Heldt; Charles G. Sodini

Obtaining vital signs non-invasively and in a wearable manner is essential for personal health monitoring. We propose the site behind the ear as a location for an integrated wearable vital signs monitor. This location is ideal for both physiological and mechanical reasons. Physiologically, the reflectance photoplethysmograph (PPG) signal behind the ear shows similar signal quality when compared to traditional finger transmission PPG measurements. Ballistocardiogram (BCG) can be obtained behind the ear using 25mm×25mm differential capacitive electrodes constructed using fabric. The BCG signal is able to provide continuous heart rate and respiratory rate, and correlates to cardiac output and blood pressure. Mechanically, the ear remains in the same orientation relative to the heart when upright, thus simplifying pulse transit time calculations. Furthermore, the ear provides a discreet and natural anchoring point that reduces device visibility and the need for adhesives.


IEEE Transactions on Biomedical Circuits and Systems | 2015

A Low-Power, Dual-Wavelength Photoplethysmogram (PPG) SoC With Static and Time-Varying Interferer Removal

Eric S. Winokur; Tom O'Dwyer; Charles G. Sodini

This paper presents a low-power, reflectance-mode photoplethysmogram (PPG) front end with up to 100 μA of static interferer current removal and 87 dB attenuation of time-varying interferers. The chip nominally consumes 425 μW including signal chain circuits, red and IR LED drive power, clocks, digitization and I/O. Measured data shows the noise of the PPG signal to be dominated by the photodiode sensor photon shot noise.


international conference of the ieee engineering in medicine and biology society | 2009

A flexible pressure monitoring system for pressure ulcer prevention

Marcus Yip; David Da He; Eric S. Winokur; Amanda Gaudreau Balderrama; Robert L. Sheridan; H. Ma

Pressure ulcers are painful sores that arise from prolonged exposure to high pressure points, which restricts blood flow and leads to tissue necrosis. This is a common occurrence among patients with impaired mobility, diabetics and the elderly. In this work, a flexible pressure monitoring system for pressure ulcer prevention has been developed. The prototype consists of 99 capacitive pressure sensors on a 17-cm×22-cm sheet which is flexible in two dimensions. Due to its low cost, the sensor sheet can be disconnected from the reusable electronics and be disposed of after use, suitable for a clinical setting. Each sensor has a resolution of better than 2-mmHg and a range of 50-mmHg and offset is calibrated in software. Realtime pressure data is displayed on a computer. A maximum sampling rate of 12-Hz allows for continuous monitoring of pressure points.


international conference of the ieee engineering in medicine and biology society | 2012

An ear-worn continuous ballistocardiogram (BCG) sensor for cardiovascular monitoring

David Da He; Eric S. Winokur; Charles G. Sodini

Traditionally, ballistocardiogram (BCG) has been measured using large and stationary devices. In this work, we demonstrate a portable and continuous BCG monitor that is wearable at the ear. The device has the form factor of a hearing aid and is wirelessly connected to a PC for data recording and analysis. With the ear as an anchoring point, the device uses a MEMS tri-axial accelerometer to measure BCG at the head. Morphological differences exist between head BCG and traditional BCG, but the principal peaks (J waves) and their vectors are preserved. The frequency of J waves corresponds to heart rate, and when used in conjunction with an electrocardiograms (ECG) R wave, the timing of J waves yields the RJ interval. Results from our clinical study show linear correlation between the RJ interval and the hearts pre-ejection period during hemodynamic maneuvers, thus revealing important information about cardiac contractility and its regulation.


Archive | 2013

Wearable device for continuous cardiac monitoring

David Da He; Charles G. Sodini; Eric S. Winokur


Archive | 2011

Wearable Vital Signs Monitor

David Da He; Eric S. Winokur; Charles G. Sodini

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Charles G. Sodini

Massachusetts Institute of Technology

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David Da He

Massachusetts Institute of Technology

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Amanda Gaudreau Balderrama

Massachusetts Institute of Technology

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Maggie K. Delano

Massachusetts Institute of Technology

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Marcus Yip

Massachusetts Institute of Technology

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Robert L. Sheridan

Shriners Hospitals for Children

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Thomas Heldt

Massachusetts Institute of Technology

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H. Ma

University of British Columbia

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