Zhi-De Deng

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About Zhi

Dr. Deng is a Staff Scientist, Director of the Computational Neurostimulation Research Program, Noninvasive Neuromodulation Unit, at the National Institute of Mental Health. He is also Adjunct Assistant Professor of Psychiatry & Behavioral Sciences, Duke University School of Medicine. He received the SB degree in physics, SB and MEng in electrical engineering and computer science, with a minor in economics, from MIT. He received PhD and MPhil in electrical engineering, with a graduate minor in neuroscience, from Columbia University. He completed postdoctoral training at Duke and research fellowship at NIMH.

Zhi's research focuses on computational approaches 1) to understand the physics and biophysics of neurostimulation, 2) to optimize dosing and individualization, and 3) to advance noninvasive brain stimulation technology development via model-informed design. His work on electric field modeling of transcranial magnetic stimulation is widely cited and provided evidence that informed regulatory clearance of TMS therapeutic systems. He has received career development award from the National Center for Advancing Translational Sciences and NARSAD Young Investigator Award to develop the next generation seizure therapy. His vision is to transform psychiatry through engineering innovation.

When not working at one of his three jobs, Zhi performs magic, cooks, and plays with his pets, who have their own Instagram page. Follow for updates. Or, you can do something productive with your life... but Zhi doesn't recommend it.

Papers

Neuroscience

Neural circuit repair by low-intensity magnetic stimulation requires cellular magnetoreceptors and specific stimulation patterns

Dufor T, Grehl S, Tang AD, Doulazmi M, Traoré M, Debray N, Dubacq C, Deng ZD, Mariani J, Lohof AM, Sherrard RM

Sci Adv, 5(10): eaav9847, 2019. PMCID: PMC6821463. DOI: 10.1126/sciadv.aav9847

Modeling

Electric field causes volumetric changes in the human brain

Argyelan M, Oltedal L, Deng ZD, Wade B, Bikson M, Joanlanne A, Sanghani S, Bartsch H, Cano M, Dale AM, Dannlowski U, Dols A, Enneking V, Espinoza R, Kessler U, Narr KL, Oedagaard KJ, Oudega ML, Redlich R, Stek ML, Takamiya A, Emsell L, Bouckaert F, Sienaert P, Pugol J, Tendolkar I, van Eijndhoven P, Petrides G, Malhotra AK, and Abbott C

eLife, 8: e49115, 2019. DOI: 10.7554/eLife.49115

Biomarkers

The kynurenine pathway and bipolar disorder: intersection of the monoaminergic and glutamatergic systems and immune response

Kadriu B, Farmer CA, Yuan P, Park LT, Deng ZD, Henter ID, Shovestul B, Ballard ED, Kraus C, Machado-Vieira R, Zarate CA Jr, Moaddel R, Gold PW

Mol Psychiatry, in press, 2019. PMID: 31732715. DOI: 10.1038/s41380-019-0589-8

Clinical Trial

Neurocognitive effects of combined electroconvulsive therapy (ECT) and venlafaxine in geriatric depression: Phase 1 of the PRIDE study

Lisanby SH, McClintock SM, Alexopoulos G, Bailine SH, Bernhardt E, Briggs MC, Cullum M, Deng ZD, Dooley M, Geduldig ET, Greenberg RM, Husain MM, Kaliora S, Knapp RG, Latoussakis V, Liebman LS, McCall WV, Mueller M, Petrides G, Prudic J, Rosenquist PB, Rudorfer MV, Sampson S, Teklehaimanot AA, Tobias KG, Weiner RD, Young RC, Kellner CH

Am J Geriatr Psychiatry, in press, 2019. PMID: 31706638. DOI: 10.1016/j.jagp.2019.10.003

Meta-analysis

Effects of online repetitive transcranial magnetic stimulation (rTMS) on cognitive processing: a meta-analysis and recommendations for future studies

Beynel L, Appelbaum LG, Luber B, Crowell CA, Hilbig SA, Lim W, Nguyen D, Chrapliwy NA, Davis SW, Cabeza R, Lisanby SH, Deng ZD

Neurosci Biobehav Rev, 107: 47–58, 2019. PMID: 31473301. DOI: 10.1016/j.neubiorev.2019.08.018

Review

Magnetic seizure therapy: towards personalized seizure therapy for major depression

Kallioniemi E, McClintock SM, Deng ZD, Husain MM, Lisanby SH

Personalized Med Psych, 17–18: 37–42, 2019. DOI: 10.1016/j.pmip.2019.04.003

Neuroscience

Neural and psychological predictors of cognitive enhancement and impairment due to neurostimulation

Yang LZ, Zhang W, Wang W, Yang Z, Wang H, Deng ZD, Li C, Qiu B, Zhang DR, Cohen Kadosh R, Li H, Zhang X

Adv Sci, in press, 2019.

Clinical Trial

A double-blind pilot dosing study of low field magnetic stimulation (LFMS) for treatment-resistant depression (TRD)

Dubin MJ, Ilieva I, Deng ZD, Thomas J, Cochran A, Kravets K, Brody BD, Christos PJ, Kocsis JH, Liston C, Gunning FM

J Affect Disord, 249: 286–293, 2019. PMCID: PMC6486658. DOI: 10.1016/j.jad.2019.02.039

Physiology

Non-high frequency heart rate chaos: a noninvasive marker of REM sleep and obstructive sleep apnea syndrome in children

Deng ZD, Arzeno AM, Chang H, Katz ES, Marcus CL, Poon CS

bioRxiv DOI: 10.1101/457630

Clinical Trial

Utilizing trancranial direct current stimulation to enhance laparoscopic technical skills training: a randomized controlled trial

Cox ML, Deng ZD, Palmer H, Watts A, Beynel L, Young JR, Lisanby SH, Migaly J, Appelbaum LG

bioRxiv DOI: 10.1101/455329

Pharmacology

Rapid-acting antidepressant

Kadriu B, Subramanian S, Deng ZD, Henter ID, Park LT, Zarate CA Jr

Primer on Depression, MH Trivedi Ed., Oxford University Press. PsyArXiv DOI: 10.31234/osf.io/xwk57

Neuroscience

Modulation of resting connectivity between the mesial frontal cortex and basal ganglia

Popa T, Morris LS, Hunt R, Deng ZD, Horovitz S, Mente K, Shitara H, Baek K, Hallett M, Voon V

Front Neurol, 10: 587, 2019. PMCID: PMC6593304. DOI: 10.3389/fneur.2019.00587

Device

Design and analysis of a whole body non-contact electromagnetic stimulation device with field modulation

Makarov SN, Bogdanov G, Noetscher GM, Appleyard W, Ludwig R, Joutsa JT, Deng ZD

bioRxiv DOI: 10.1101/416065

Clinical TMS

High-frequency repetitive TMS for suicidal ideation in adolescents with depression

Croarkin PE, Nakonezny PA, Deng ZD, Romanowicz M, Vande Voort JL, Doruk Camsari D, Schak KM, Port JD, Lewis CP

J Affect Disord, 239: 282–290, 2018. PMCID: PMC6431788. DOI: 10.1016/j.jad.2018.06.048

Physiology

Statistical model of motor evoked potentials

Goetz SM, Madhi Alavi SM, Deng ZD, Peterchev AV

IEEE Trans Neural Syst Rehabil Eng, 27(8): 1539–1545, 2019. PMCID: PMC6719775. DOI: 10.1109/TNSRE.2019.2926543

Modeling

Redesigning existing transcranial magnetic stimulation coils to reduce energy: application to low field magnetic stimulation

Wang B, Shen MR, Deng ZD, Smith JE, Tharayil JJ, Gurrey CJ, Gomez LJ, Peterchev AV

J Neural Eng, 15(3): 036022, 2018. PMCID: PMC5929994. DOI: 10.1088/1741-2552/aaa505

Consensus

Rigor and reproducibility in research with transcranial electrical stimulation: An NIMH-sponsored workshop

Bikson M, Brunoni AR, Charvet LE, Clark VP, Cohen LG, Deng ZD, Dmochowski J, Edwards DJ, Frohlich F, Kappenman ES, Lim KO, Loo C, Mantovani A, McMullen DP, Parra LC, Pearson M, Richardson JD, Rumsey JM, Sehatpour P, Sommers D, Unal G, Wassermann EM, Woods AJ, Lisanby SH

Brain Stimul, 11(3): 465–480, 2018. PMCID: PMC5997279. DOI: 10.1016/j.brs.2017.12.008

MAR

2019

Mount Sinai Icahn School of Medicine

Zhi presented at the Depression and Anxiety Center Seminar, on Rational Design of Individualized Noninvasive Brain Stimulation.

DEC

2018

NIMH Intramural Research Program

Zhi presented at the NIMH IRP Investigator Seminar, on Engineering Better Neuromodulation Technology.

SEP

2018

GEMRIC Workshop, Bergen

Zhi presented at the 2^nd Bergen workshop of the Global ECT-MRI Collaboration, on Electric Field Modeling of ECT.

Download slides here.

AUG

2018

NYC Neuromodulation/NANS

Zhi directed a workshop at the Joint Meeting of NYC Neuromodulation Conference & NANS Summer Series, on Computational Modeling in Neuromodulation.

Download workshop slides here.

FEB

2019

Brain Stimulation Conference, Vancouver

Zhi presented at the 3^rd International Brain Stimulation Conference, on Individualized Electroconvulsive Therapy for Treatment of Depression.

Download slides here.

OCT

2018

UCLA Brain Mapping Center

Zhi presented at UCLA Brain Mapping Seminar, on Computational Neurostimulation.

SEP

2018

CTMSS

Zhi presented Grand Rounds Webinar for the Clinical TMS Society, on TMS Physics, Devices, and Modeling.

Download slides here.

JUL

2018

EMBC, Honolulu

Zhi chaired an invited session at the 40^th International Conference of the IEEE Engineering in Medicine and Biology Society, on Computational Human Models: Brain Stimulation.

Zhi-De Deng, PhD

About Zhi

Projects

TMS Coil Design

Electric Field Modeling

Topographical Seizure Analysis

Next Generation Seizure Therapy

Molecular Pathway Modeling

Effects of rTMS on Structural Connectome

Device–Device Interaction

Noninvasive Brain Stimulation Dosing

Nonlinear Dynamics of Heart Rate Variability

Papers

Neural circuit repair by low-intensity magnetic stimulation requires cellular magnetoreceptors and specific stimulation patterns

Dufor T, Grehl S, Tang AD, Doulazmi M, Traoré M, Debray N, Dubacq C, Deng ZD, Mariani J, Lohof AM, Sherrard RM

Sci Adv, 5(10): eaav9847, 2019. PMCID: PMC6821463. DOI: 10.1126/sciadv.aav9847

Electric field causes volumetric changes in the human brain

eLife, 8: e49115, 2019. DOI: 10.7554/eLife.49115

The kynurenine pathway and bipolar disorder: intersection of the monoaminergic and glutamatergic systems and immune response

Kadriu B, Farmer CA, Yuan P, Park LT, Deng ZD, Henter ID, Shovestul B, Ballard ED, Kraus C, Machado-Vieira R, Zarate CA Jr, Moaddel R, Gold PW

Mol Psychiatry, in press, 2019. PMID: 31732715. DOI: 10.1038/s41380-019-0589-8

Neurocognitive effects of combined electroconvulsive therapy (ECT) and venlafaxine in geriatric depression: Phase 1 of the PRIDE study

Am J Geriatr Psychiatry, in press, 2019. PMID: 31706638. DOI: 10.1016/j.jagp.2019.10.003

Effects of online repetitive transcranial magnetic stimulation (rTMS) on cognitive processing: a meta-analysis and recommendations for future studies

Beynel L, Appelbaum LG, Luber B, Crowell CA, Hilbig SA, Lim W, Nguyen D, Chrapliwy NA, Davis SW, Cabeza R, Lisanby SH, Deng ZD

Neurosci Biobehav Rev, 107: 47–58, 2019. PMID: 31473301. DOI: 10.1016/j.neubiorev.2019.08.018

Magnetic seizure therapy: towards personalized seizure therapy for major depression

Kallioniemi E, McClintock SM, Deng ZD, Husain MM, Lisanby SH

Personalized Med Psych, 17–18: 37–42, 2019. DOI: 10.1016/j.pmip.2019.04.003

Neural and psychological predictors of cognitive enhancement and impairment due to neurostimulation

Yang LZ, Zhang W, Wang W, Yang Z, Wang H, Deng ZD, Li C, Qiu B, Zhang DR, Cohen Kadosh R, Li H, Zhang X

Adv Sci, in press, 2019.

A double-blind pilot dosing study of low field magnetic stimulation (LFMS) for treatment-resistant depression (TRD)

Dubin MJ, Ilieva I, Deng ZD, Thomas J, Cochran A, Kravets K, Brody BD, Christos PJ, Kocsis JH, Liston C, Gunning FM

J Affect Disord, 249: 286–293, 2019. PMCID: PMC6486658. DOI: 10.1016/j.jad.2019.02.039

Non-high frequency heart rate chaos: a noninvasive marker of REM sleep and obstructive sleep apnea syndrome in children

Deng ZD, Arzeno AM, Chang H, Katz ES, Marcus CL, Poon CS

bioRxiv DOI: 10.1101/457630

Utilizing trancranial direct current stimulation to enhance laparoscopic technical skills training: a randomized controlled trial

Cox ML, Deng ZD, Palmer H, Watts A, Beynel L, Young JR, Lisanby SH, Migaly J, Appelbaum LG

bioRxiv DOI: 10.1101/455329

Rapid-acting antidepressant

Kadriu B, Subramanian S, Deng ZD, Henter ID, Park LT, Zarate CA Jr

Primer on Depression, MH Trivedi Ed., Oxford University Press. PsyArXiv DOI: 10.31234/osf.io/xwk57

Modulation of resting connectivity between the mesial frontal cortex and basal ganglia

Popa T*, Morris LS*, Hunt R, Deng ZD, Horovitz S, Mente K, Shitara H, Baek K, Hallett M, Voon V

Front Neurol, 10: 587, 2019. PMCID: PMC6593304. DOI: 10.3389/fneur.2019.00587

Design and analysis of a whole body non-contact electromagnetic stimulation device with field modulation

Makarov SN, Bogdanov G, Noetscher GM, Appleyard W, Ludwig R, Joutsa JT, Deng ZD

bioRxiv DOI: 10.1101/416065

High-frequency repetitive TMS for suicidal ideation in adolescents with depression

Croarkin PE, Nakonezny PA, Deng ZD, Romanowicz M, Vande Voort JL, Doruk Camsari D, Schak KM, Port JD, Lewis CP

J Affect Disord, 239: 282–290, 2018. PMCID: PMC6431788. DOI: 10.1016/j.jad.2018.06.048

Statistical model of motor evoked potentials

Goetz SM, Madhi Alavi SM, Deng ZD, Peterchev AV

IEEE Trans Neural Syst Rehabil Eng, 27(8): 1539–1545, 2019. PMCID: PMC6719775. DOI: 10.1109/TNSRE.2019.2926543

Redesigning existing transcranial magnetic stimulation coils to reduce energy: application to low field magnetic stimulation

Wang B, Shen MR, Deng ZD, Smith JE, Tharayil JJ, Gurrey CJ, Gomez LJ, Peterchev AV

J Neural Eng, 15(3): 036022, 2018. PMCID: PMC5929994. DOI: 10.1088/1741-2552/aaa505

Rigor and reproducibility in research with transcranial electrical stimulation: An NIMH-sponsored workshop

Bikson M, Brunoni AR, Charvet LE, Clark VP, Cohen LG, Deng ZD, Dmochowski J, Edwards DJ, Frohlich F, Kappenman ES, Lim KO, Loo C, Mantovani A, McMullen DP, Parra LC, Pearson M, Richardson JD, Rumsey JM, Sehatpour P, Sommers D, Unal G, Wassermann EM, Woods AJ, Lisanby SH

Brain Stimul, 11(3): 465–480, 2018. PMCID: PMC5997279. DOI: 10.1016/j.brs.2017.12.008

MAR

Mount Sinai Icahn School of Medicine

DEC

NIMH Intramural Research Program

SEP

GEMRIC Workshop, Bergen

Download slides here.

AUG

NYC Neuromodulation/NANS

Download workshop slides here.

FEB

Brain Stimulation Conference, Vancouver

Download slides here.

OCT

UCLA Brain Mapping Center

SEP

CTMSS

Download slides here.

Popa T, Morris LS, Hunt R, Deng ZD, Horovitz S, Mente K, Shitara H, Baek K, Hallett M, Voon V