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Subramaniam Venkatraman

Explore the profile of Subramaniam Venkatraman including associated specialties, affiliations and a list of published articles. Areas
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Citations 266
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Recent Articles
1.
Guo L, Pressman G, Kieu S, Marrus S, Mathew G, Prince J, et al.
JACC Adv . 2025 Feb; 4(3):101619. PMID: 39983614
Background: Asymptomatic left ventricular systolic dysfunction (ALVSD) affects 7 million globally, leading to delayed diagnosis and treatment, high mortality, and substantial downstream health care costs. Current detection methods for ALVSD...
2.
Prince J, Maidens J, Kieu S, Currie C, Barbosa D, Hitchcock C, et al.
J Am Heart Assoc . 2023 Oct; 12(20):e030377. PMID: 37830333
Background The success of cardiac auscultation varies widely among medical professionals, which can lead to missed treatments for structural heart disease. Applying machine learning to cardiac auscultation could address this...
3.
Attia Z, Dugan J, Rideout A, Maidens J, Venkatraman S, Guo L, et al.
Eur Heart J Digit Health . 2023 Jan; 3(3):373-379. PMID: 36712160
Aims: Electrocardiogram (ECG)-enabled stethoscope (ECG-Scope) acquires a single-lead ECGs during cardiac auscultation and may facilitate real-time screening for pathologies not routinely identified by cardiac auscultation alone. We previously demonstrated an...
4.
Chorba J, Shapiro A, Le L, Maidens J, Prince J, Pham S, et al.
J Am Heart Assoc . 2021 Apr; 10(9):e019905. PMID: 33899504
Background Clinicians vary markedly in their ability to detect murmurs during cardiac auscultation and identify the underlying pathological features. Deep learning approaches have shown promise in medicine by transforming collected...
5.
Anderson C, Kazantzis M, Wang J, Venkatraman S, Goncalves R, Quinlan C, et al.
Cell Rep . 2015 Jan; 10(4):505-15. PMID: 25620701
Brown adipose tissue (BAT) possesses the inherent ability to dissipate metabolic energy as heat through uncoupled mitochondrial respiration. An essential component of the mitochondrial electron transport chain is coenzyme Q...
6.
Venkatraman S, Carmena J
IEEE Trans Neural Syst Rehabil Eng . 2011 Mar; 19(3):317-24. PMID: 21382769
Cortical microstimulation has been proposed as a method to deliver sensory percepts to circumvent damaged sensory receptors or pathways. However, much of perception involves the active movement of sensory organs...
7.
Venkatraman S, Hendricks J, King Z, Sereno A, Richardson-Burns S, Martin D, et al.
IEEE Trans Neural Syst Rehabil Eng . 2011 Feb; 19(3):307-16. PMID: 21292598
Cortical neural prostheses require chronically implanted small-area microelectrode arrays that simultaneously record and stimulate neural activity. It is necessary to develop new materials with low interface impedance and large charge...
8.
Heliot R, Venkatraman S, Carmena J
Annu Int Conf IEEE Eng Med Biol Soc . 2010 Nov; 2010:1670-3. PMID: 21096393
Variability of single-unit neural recordings can significantly affect the overall performance achieved by brain machine interfaces (BMI). In this paper, we present a novel technique to adapt a linear filter...
9.
Mark M, Bjorninen T, Chen Y, Venkatraman S, Ukkonen L, Sydanheimo L, et al.
Annu Int Conf IEEE Eng Med Biol Soc . 2010 Nov; 2010:1565-8. PMID: 21096382
This paper discusses an approach to modeling and characterizing wireless channel properties for mm-size neural implants. Full-wave electromagnetic simulation was employed to model signal propagation characteristics in biological materials. Animal...
10.
Venkatraman S, Jin X, Costa R, Carmena J
J Neurophysiol . 2010 Apr; 104(1):569-75. PMID: 20427622
Simultaneous behavior and multielectrode neural recordings in freely behaving rodents holds great promise to study the neural bases of behavior and disease models in combination with genetic manipulations. Here, we...