プロフィール詳細

プロジェクトを作成

★★★★★

☆☆☆☆☆

★★★★★

☆☆☆☆☆

George M.に依頼

United States

Freelance Data Scientist | ML, LLMs, and AI Solutions for Biotech, Healthcare, and Research

プロフィール概要

Technical innovator in the medical device field with strong communication skills. Earned PhD degree in Bioengineering at Georgia Tech in 2008. Primary author on 13 peer-reviewed publications in reputable journals and a US patent for innovative neural stimulation technology. Experience in machine learning, deep learning, data modeling, and statistical analysis for large complex datasets.

専門分野

• ☆ Neuroscience
• ☆ Electrophysiology
• ☆ Neurophysiology
• ☆ Biotechnology & Bioengineering
• ☆ Biomedical Engineering
• ☆ Electrical Engineering
• ☆ Electronic Circuits
• ☆ Signal Processing
• ☆ Microelectronics
• ☆ Data Analysis
• ☆ Machine Learning
• ☆ Deep Learning
• ☆ Python
• ☆ Medical Writing
• ☆ Healthcare Communications
• ☆ Technical & Scientific Writing
• ☆ Science Communication

サービス

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

Writing Medical Writing, Technical Writing, General Proofreading & Editing

Research Meta-Research, Technology Scouting, Scientific and Technical Research, Systematic Literature Review, Secondary Data Collection

Consulting Healthcare Consulting, Scientific and Technical Consulting, Regulatory Consulting, Manufacturing Consulting

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

Product Development Prototyping, Device Fabrication

職務経験

ASSISTANT PROFESSOR

Stevens Institute of Technology

9月 2015 - 現在

Research Scientist

Duke University

1月 2009 - 8月 2014

学歴

PhD | Bioengineering

Georgia Institute of Technology

9月 2003 - 12月 2008

Master's | Biomedical Engineering

Drexel University

9月 2002 - 8月 2003

Bachelor's | Biomedical Engineering

Drexel University

9月 1998 - 8月 2002

認定資格

• Artificial Intelligence for Engineering

  Stevens Institute of Technology

  9月 2024 - 現在

出版物

JOURNAL ARTICLE

Valerie DeAngelo, Arianna Gehan, Siya Paliwal, Katherine Ho, Justin D Hilliard, Chia-Han Chiang, Jonathan Viventi, George C McConnell (2024). Cerebellar activity in hemi-parkinsonian rats during volitional gait and freezing . Brain Communications.

Valerie DeAngelo, Justin D Hilliard, Chia-Han Chiang, Jonathan Viventi, George C McConnell (2024). Cerebellar activity in PINK1 knockout rats during volitional gait . Brain Communications.

VM DeAngelo and JD Hilliard and GC McConnell(2022). Dopaminergic but not cholinergic neurodegeneration is correlated with gait disturbances in PINK1 knockout rats . Behavioural Brain Research. 417. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 113575. Elsevier {BV}

Sabato Santaniello and George C. McConnell and John T. Gale and Rose T. Faghih and Caleb Kemere and Justin D. Hilliard and Martin Han(2021). Editorial: Towards the Next Generation of Deep Brain Stimulation Therapies: Technological Advancements, Computational Methods, and New Targets . Frontiers in Neuroscience. 15. Frontiers Media {SA}

Hanyan Li and George C. McConnell(2020). Intraoperative Microelectrode Recordings in Substantia Nigra Pars Reticulata in Anesthetized Rats . Frontiers in Neuroscience. 14. Frontiers Media {SA}

So, R.Q., McConnell, G.C., Grill, W.M.(2017). Frequency-dependent, transient effects of subthalamic nucleus deep brain stimulation on methamphetamine-induced circling and neuronal activity in the hemiparkinsonian rat . Behavioural Brain Research. 320. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 119-127.

McConnell, G.C., So, R.Q., Grill, W.M.(2016). Failure to suppress low-frequency neuronal oscillatory activity underlies the reduced effectiveness of random patterns of deep brain stimulation . Journal of Neurophysiology. 115. (6). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 2791-2802.

So, R.Q., McConnell, G.C., August, A.T., Grill, W.M.(2012). Characterizing effects of subthalamic nucleus deep brain stimulation on methamphetamine-induced circling behavior in hemi-parkinsonian rats . IEEE Transactions on Neural Systems and Rehabilitation Engineering. 20. (5). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 626-635.

McConnell, G.C., So, R.Q., Hilliard, J.D., Lopomo, P., Grill, W.M.(2012). Effective deep brain stimulation suppresses low-frequency network oscillations in the basal ganglia by regularizing neural firing patterns . Journal of Neuroscience. 32. (45). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 15657-15668.

McConnell, G.C., Butera, R.J., Bellamkonda, R.V.(2009). Bioimpedance modeling to monitor astrocytic response to chronically implanted electrodes . Journal of Neural Engineering. 6. (5).

McConnell, G.C., Rees, H.D., Levey, A.I., Gutekunst, C.-A., Gross, R.E., Bellamkonda, R.V.(2009). Implanted neural electrodes cause chronic, local inflammation that is correlated with local neurodegeneration . Journal of Neural Engineering. 6. (5).

He, W., McConnell, G.C., Schneider, T.M., Bellamkonda, R.V.(2007). A novel anti-inflammatory surface for neural electrodes . Advanced Materials. 19. (21). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 3529-3533.

Lemay, M.A., Bhowmik-Stoker, M., McConnell, G.C., Grill, W.M.(2007). Role of biomechanics and muscle activation strategy in the production of endpoint force patterns in the cat hindlimb . Journal of Biomechanics. 40. (16). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 3679-3687.

McConnell, G.C., Schneider, T.M., Owens, D.J., Bellamkonda, R.V.(2007). Extraction force and cortical tissue reaction of silicon microelectrode arrays implanted in the rat brain . IEEE Transactions on Biomedical Engineering. 54. (6). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1097-1107.

He, W., McConnell, G.C., Bellamkonda, R.V.(2006). Nanoscale laminin coating modulates cortical scarring response around implanted silicon microelectrode arrays . Journal of Neural Engineering. 3. (4).

Lemay, M.A., McConnell, G.C., Kao, T., Joyce, D.M., Grill, W.M.(2002). Endpoint forces obtained during intraspinal microstimulation of the cat lumbar spinal cord - Experimental and biomechanical model results . Bioengineering, Proceedings of the Northeast Conference. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 113-114.

PREPRINT

Valerie DeAngelo, Arianna Gehan, Siya Paliwal, Katherine Ho, Justin D Hilliard, Chia-Han Chiang, Jonathan Viventi, George C McConnell (2023). Cerebellar Activity in Hemi-Parkinsonian Rats during Volitional Gait and Freezing .

Valerie DeAngelo, Justin D Hilliard, Chia-Han Chiang, Jonathan Viventi, George C McConnell (2023). Cerebellar Activity in PINK1 Knockout Rats during Volitional Gait .

VM DeAngelo, JD Hilliard, GC McConnell (2021). Dopaminergic but not Cholinergic Neurodegeneration is Correlated with Gait Disturbances in PINK1 Knockout Rats .

BOOK CHAPTER

Hanyan Li and George C. McConnell(2020). Deep Brain Stimulation for Gait and Postural Disturbances in Parkinson’s Disease . Advances in Motor Neuroprostheses. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 101--122. Springer International Publishing

BOOK

Bozkurt, A., McConnell, G.C.(2016). Bionanotechnological advances in neural recording and stimulation . Novel Advances in Microsystems Technologies and Their Applications. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 437-460.

CONFERENCE PAPER

McConnell, G.C., Grill, W.M.(2013). Stimulation location within the substantia nigra pars reticulata differentially modulates gait in hemiparkinsonian rats . International IEEE/EMBS Conference on Neural Engineering, NER. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1210-1213.

So, R.Q., McConnell, G.C., Hilliard, J.D., Grill, W.M.(2011). Irregular high frequency patterns decrease the effectiveness of deep brain stimulation in a rat model of Parkinson's disease . 2011 5th International IEEE/EMBS Conference on Neural Engineering, NER 2011. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 322-325.

McConnell, G.C., Schneider, T.M., Bellamkonda, R.V.(2007). Acute spatiotemporal changes in neuronal density surrounding microelectrode arrays implanted in rat motor cortex . Proceedings of the 3rd International IEEE EMBS Conference on Neural Engineering. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 137-140.

Zhong, Y., McConnell, G.C., Ross, J.D., Deweerth, S.P., Bellamkonda, R.V.(2005). A novel dexamethasone-releasing, anti-inflammatory coating for neural implants . 2nd International IEEE EMBS Conference on Neural Engineering. 2005. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 522-525.

Bhowmik, M., Boyce, V., McConnell, G., Joyce, D.M., Grill, W.M., Lemay, M.A.(2003). Experimental and biomechanical model force fields produced by intraspinal microstimulation of the cat lumbar spinal cord . Bioengineering, Proceedings of the Northeast Conference. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 37-38.

Bhowmik, M., Boyce, V., McConnell, G., Joyce, D.M., Grill, W.M., Lemay, M.A.(2003). Experimental and biomechanical model force fields produced by intraspinal microstimulation of the cat lumbar spinal cord . Proceedings of the IEEE Annual Northeast Bioengineering Conference, NEBEC. 2003-January. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 37-38.