Deepak Berwal

About

Skilled researcher with extensive experience in Biomedical Signal Processing, proficient in MATLAB and Python, with a focus on physiological modeling and healthcare monitoring. Recent postdoctoral research involved analyzing social anxiety markers using electroencephalogram (EEG) and skin conductance response in adolescents. Prior postdoctoral work focused on analyzing EEG and electromyogram (EMG) signals to investigate the effects of stimulation on chronic pain management via spinal cord stimulation. Ph.D. research centered on the acquisition and processing of electrocardiogram (ECG) and photoplethysmogram (PPG) signals for healthcare applications, including cuffless blood pressure estimation, SpO2 measurement, and cardiovascular disease analysis. Proficient in data analysis and machine learning algorithms to enhance healthcare outcomes, with a strong background in developing innovative solutions for digital health signal processing.

Employment

• Sophrosyne Technologies Pvt. Ltd. Senior Data Scientist
  2026 - Present
• KardioGenics Inc. Data Scientist
  2024 - 2025
• Florida International University Postdoctoral Associate
  2023 - 2024
• Florida Atlantic University Postdoctoral Research Fellow
  2022 - 2023
• Albany Medical College Postdoctoral Research Fellow
  2021 - 2022

Education

• Indian Institute of Technology Bombay Ph.D. Research Scholar
  2015 - 2022

Projects & Funding

Projects & funding information is unavailable.

Publications (23)

• Robust EIT reconstruction algorithm using hybrid Gauss–Newton and level-set method with adaptive mesh refinement
  Measurement 2026 DOI: 10.1016/j.measurement.2025.119906
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• Chronic pain prevalence and severity in females before & after menopause versus males in a large multi-center database
  Pain Management 2025 DOI: 10.1080/17581869.2025.2561399
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• Micronutrients and Chronic Pain: A Cross‐Sectional Analysis
  Pain Practice 2025 DOI: 10.1111/papr.70053
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• O069 A PROSPECTIVE CASE-CONTROL EVALUATION OF SELECTIVITY IN A HIGH-RESOLUTION SPINAL CORD STIMULATION PADDLE
  Neuromodulation: Technology at the Neural Interface 2025 DOI: 10.1016/j.neurom.2024.09.170
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• Hip and waist circumference correlations with demographic factors and pain intensity in patients with chronic pain
  Pain Management 2024 DOI: 10.1080/17581869.2024.2403961
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• Correlating Evoked Electromyography and Anatomic Factors During Spinal Cord Stimulation Implantation With Short-Term Outcomes
  Neuromodulation: Technology at the Neural Interface 2024 DOI: 10.1016/j.neurom.2024.08.004
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• Improved Selectivity in Eliciting Evoked Electromyography Responses With High-Resolution Spinal Cord Stimulation
  Neurosurgery 2024 DOI: 10.1227/neu.0000000000002878
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• METHODS AND SYSTEMS FOR MONITORING AND TRACKING HEALTH OF A SUBJECT USING A WEARABLE DEVICE
  Indian Patent Office 2024
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• The sex-dependent impact of adipose tissue and inflammation on chronic pain – A cross-sectional study from the all of us research program
  Cytokine 2024 DOI: 10.1016/j.cyto.2024.156614
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• ID: 215923 Prevalence of Chronic Pain in Menopausal Women in a Large Multi-Center Prospective Database
  Neuromodulation: Technology at the Neural Interface 2023 DOI: 10.1016/j.neurom.2023.04.170
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