Profile Details

Create Project

★★★★★

☆☆☆☆☆

USD 100 /hr

★★★★★

☆☆☆☆☆

Hire Dr. Ramzi H.

Canada

USD 100 /hr

Research Scientist and Machine Learning Engineer | Expert in Python, R, Matlab | 10+ years of experience

Profile Summary

I hold a BSc and MSc in Biomedical Engineering, and Ph.D. in Biomedical Signal and Image Processing. I also hold certifications in Neural Engineering, Advanced Signal Processing, and Deep Learning. I've received several research awards and co-authored a number of peer-reviewed publications. My research interests are: Sensor data analytics (smartphone and wearable), digital health, electrophysiological and biomechanical signal processing, neuroimaging data analytics, artificial intelligence in healthcare, and wearable medical device design. I have more than 10 years of combined experience in clinical and academic settings, and I co-founded and held the CTO position of a medical startup.

Subject Matter Expertise

• ★ Biostatistics
• ★ Machine Learning
• ★ Wearable Technology
• ☆ Biomedical Engineering
• ☆ Data Analysis
• ☆ Medical Devices
• ☆ Medical Device Development
• ☆ Medical Device Design
• ☆ Psychiatry
• ☆ Geriatric Psychiatry

Services

• Writing
• Research
• Consulting
• Data & AI
• Product Development

Writing Medical Writing

Research Scientific and Technical Research, Systematic Literature Review

Consulting Healthcare Consulting, Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-ML, Data Visualization, Big Data Analytics, Data Cleaning, Data Processing, Data Insights

Product Development Quality Assurance & Control (QA/QC), Concept Development, Prototyping

Work Experience

Postdoctoral Fellow

Centre for Addiction and Mental Health

December 2021 - April 2023

lab engineer

Rafik Hariri University

September 2015 - March 2022

Lecturer

Rafik Hariri University

February 2015 - June 2021

Chief Technology Officer

Weglo

January 2015 - January 2020

Biomedical Engineer

Makassed General Hospital

August 2011 - September 2015

Education

Doctorate

Universite de Lyon

October 2014 - October 2018

PhD (Biomedical Engineering)

Université de Lyon

October 2014 - October 2018

Masters of Science

Rafik Hariri University

September 2011 - June 2013

Certifications

• Graduate Research Award

  Rafik Hariri University

  August 2013 - Present

Publications

PREPRINT

Ramzi Halabi, Arend Hintze, Abigail Ortiz (2023). Multi-resolution Time-frequency Spectral Derivative Spike Detection for Episode Onset Detection using Passively Collected Sensor Data .

Ramzi Halabi, Arend Hintze, Abigail Ortiz (2023). Multi-resolution Time-frequency Spectral Derivative Spike Detection for Episode Onset Detection using Passively Collected Sensor Data .

Ramzi Halabi, Arend Hintze, Abigail Ortiz (2023). Multi-resolution Time-frequency Spectral Derivative Spike Detection for Episode Onset Detection using Passively Collected Sensor Data .

Ramzi Halabi, Christina Gonzalez-Torres, Stephane MacLean, Muhammad Ishrat Husain, Abhishek Pratap, Martin Alda, Benoit H. Mulsant, Abigail Ortiz(2023). A new approach to assess postural dynamics and its association with higher illness burden in bipolar disorder . Institute of Electrical and Electronics Engineers ({IEEE})

JOURNAL ARTICLE

Ramzi Halabi, Ethan H. Kim, Jessica L. Jenness, Adam Bryant Miller, Massimiliano de Zambotti, Kara S. Bagot, Fiona C. Baker, Abhishek Pratap(2023). Association of Demographic and Socioeconomic Indicators With the Use of Wearable Devices Among Children . JAMA Network Open. 6. (3). p. e235681. American Medical Association ({AMA})

Ramzi Halabi, Sophia Xueying Li, Rahavi Selvarajan, Molly Woerner, Isabell Griffith Fillipo, Sreya Banerjee, Brittany Mosser, Felipe Jain, Patricia A Arean, Abhishek Pratap(2022). Recruitment and Retention in Remote Research: Learnings From a Large, Decentralized Real-world Study . JMIR Formative Research. 6. (11). p. e40765. {JMIR} Publications Inc.

Ramzi Halabi, Sophia Xueying Li, Rahavi Selvarajan, Molly Woerner, Isabell Griffith Fillipo, Sreya Banerjee, Brittany Mosser, Felipe Jain, Patricia Areán, Abhishek Pratap (2022). Recruitment and Retention in Remote Research: Learnings From a Large, Decentralized Real-world Study . JMIR Formative Research.

Ramzi Halabi, Sophia Xueying Li, Rahavi Selvarajan, Molly Woerner, Isabell Griffith Fillipo, Sreya Banerjee, Brittany Mosser, Felipe Jain, Patricia A Arean, Abhishek Pratap(2022). Recruitment and Retention in Remote Research: Learnings From a Large, Decentralized Real-world Study . JMIR Formative Research. 6. (11). p. e40765. {JMIR} Publications Inc.

Ramzi Halabi(2022). Recruitment & Retention in Remote Research: Learnings from a Large Decentralized Real-World Study . JMIR Formative Research. {JMIR} Publications Inc.

CONFERENCE PAPER

Chehimy, K., Halabi, R., Diab, M.O., Hassan, M., Mheich, A.(2021). Comparing Healthy Subjects and Alzheimer's Disease Patients using Brain Network Similarity: A Preliminary Study . International Conference on Advances in Biomedical Engineering, ICABME. 2021-October. p. 189-192.

Masri, G., Harb, H., Diab, N., Halabi, R.(2021). Design and Control of a Myoelectric Prosthetic Hand using Multi-Channel Blind Source Separation Techniques . International Conference on Advances in Biomedical Engineering, ICABME. 2021-October. p. 54-58.

Halabi, R., El Banna, I., Malaeb, R., Halabi, R., Diab, M.(2019). Novel Approach for Wireless EMG Database Collection: Applied to Muscle Building Workout Routine Optimization . International Conference on Advances in Biomedical Engineering, ICABME. 2019-October.

Al-Nahhas, M., Yassine, H., Baassiri, N., Halabi, R., Sabbah, M., Diab, M.(2019). Physio-Vibes: A Biomedical Engineering Educational Kit for Highschool and Sophomore Students . International Conference on Advances in Biomedical Engineering, ICABME. 2019-October.

Sabbah, M., Ei-Khatib, R., Jebbawi, Y., Halabi, R., Zantout, R., Diab, M.O.(2018). Robotic Interface Controller for Minimally Invasive Surgery . 1st International Conference on Computer Applications and Information Security, ICCAIS 2018.

Halabi, R., Diab, M., Badaoui, M.E., Moslem, B., Guillet, F.(2017). Leg-specific separation of running vertical ground reaction force signals . International Conference on Advances in Biomedical Engineering, ICABME. 2017-October.

Halabi, R., Diab, M., Badaoui, M.E., Moslem, B., Guillet, F.(2017). Vertical ground reaction force spectral analysis for fatigue assessment . International Conference on Advances in Biomedical Engineering, ICABME. 2017-October.

Halabi, R., Diab, M.O., Moslem, B., Khalil, M., Marque, C.(2012). Cross-correlation analysis of multichannel uterine EMG signals . Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. p. 3106-3109.

Halabi, R., Diab, M.O., Moslem, B., Khalil, M., Marque, C.(2012). Detecting missing signals in multichannel recordings by using higher order statistics . Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. p. 3110-3113.