Prantik Kundu PhD

Computational Psychiatry, Magnetic Resonance Imaging, Neuropsychopharmacology, Artificial Intelligence, Theory of Mind

About Me

I am a leader in the field of computational psychiatry and pioneer in the use of high- and ultra-high-field MRI (3T-11.7T) to study the activity of neural circuits in human neuropsychiatric disease. I am also Head of Ecosystem and Principal Scientist at Hyperfine Research, where I make fundamental contributions to methods of data acqusition and image reconstruction for ultra-low field permanent-magnet (64mT) bedside MRI. Before joining Hyperfine, my group and I raised approximately $14,000,000 in NIH funding for our laboratory at the Icahn School of Medicine at Mount Sinai. I also contribute scholarship in the field of philosophy of mind. My work has been referenced about 1,800 times in scientific literature (Google Scholar Profile).

Notable Scholarship

• Morris, L. S.; Tan, A.; Smith, D. A; Grehl, M.; Han-Huang, K.; Naidich, T.; Charney, D. S.; Balchandani, P.; Murrough, J. W.; Kundu, P. “Sub-millimeter variation in human locus coeruleus is associated with dimensional measures of psychopathology: An in vivo ultra-high field 7-Tesla MRI study.” NeuroImage: Clinical. 2020.
• Kundu, P.; Benson, B. E.; Rosen, D.; Frangou, S.; Leibenluft, E; Luh, W.M.; Bandettini, P. A.; Pine, D. S.; Ernst, M. “The integration of functional brain activity from adolescence to adulthood.” Journal of Neuroscience. 2018.
• Kundu, P., Smith, D. A. “The relationship of lateralization and phenomenology to neural circuits.” Religion, Brain & Behavior, 2019.
• Kundu, P.; Voon, V.; Balchandani, P., Lombardo, M. V.; Poser, B. A. Bandettini, P. A. “Multi-echo fMRI: A review of applications in fMRI denoising and analysis of BOLD signals.” NeuroImage. 2017.
• Kundu, P.; Brenowitz, Noah D; Voon, V.; Worbe, Y.; Vértes, P. E; Inati, S. J.; Saad, Z. S.; Bandettini, P. A.; Bullmore, E. T. “Integrated strategy for improving functional connectivity mapping using multiecho fMRI.” Proceedings of the National Academy of Sciences. 2014.
• Nahab, F. B.; Kundu, P.; Gallea, C.; Kakareka, J.; Pursley, R.; Pohida, R.; Miletta, N.; Friedman, J.; Hallett, M. “The neural processes underlying self-agency.” Cerebral cortex. 2011

Invited Talks and Career Highlights

• Science lead, product lead, first U.S. patents on deep learning for MRI reconstruction. 2020
• Speaker, Nature of Mind Series, Sivananda Ashram, Bahamas. 2012-2020
  • Invited as a guest of Swami Swaroopananda.
• Invited Speaker, University of Pennsylvania. 2019
• Invited Speaker, Sorbonne University. Paris, France. 2014, 2019
• First NIH R01 as Co-Principal Investigator (transferred to P. Balchandani), at age 33 2018
• Organization for Human Brain Mapping, Chair, Workshops on Multi-Echo Functional MRI.
  • Toronto, Canada 2017
  • Beijing, China. 2016
• Invited Speaker, Princeton University - UMDNJ Partnership 2017
• Invited Speaker, Wayne State University 2017
• Keynote Speaker, American Society for Functional Neuroradiology 2016
• Guest Lecturer, International Society for Magnetic Resonance in Medicine, Multi-band Imaging Course. 2016
• Functional Lead, Resting State Brain Connectivity, EU-AIMS (largest autism study in Europe). 2016
• Invited Speaker, BIO Executive Conference, Waldorf Astoria. New York, NY 2016
• Invited Speaker, Cornell Univeristy-Rockefeller School of Medicine. New York, NY. 2016
• Invited Speaker, Cornell Univeristy. Ithaca, NY. 2016
• Invited Speaker, Nathan Kline Institute (New York Psychiatric Institute) 2015
• Invited Alumnus Speaker, NIH-Oxford-Cambridge Colloquium, Oxford University. 2015
• Keynote Speaker, Phi Beta Kappa Induction, Christian Brothers, Manhattan College. 2015
• Invited Speaker, Human Connectome Workshop Hands-on Course, University of Minnesota. 2015
• Innovation Award, International Biomedical Research Alliance. 2014
  • Annual award to one doctoral awardee globally for “contributions of unusual importance”
  • Representing NIH, Rhodes, Gates, HHMI Scholar Programs; Oxford, Cambridge, Karolinksa Institut.
• Invited Speaker, Univeristy College London 2014
• Invited Speaker, Nijmegen University 2013
• Invited Speaker, University of Cyprus 2013
• Invited Speaker, Keck Center, University of California at San Diego 2013
• Inventor of noiseless functional MRI 2013
  • “Improving our image: Motion-tolerant BOLD fMRI improves signal-to-noise, connectivity analysis and statistical inference.” Medical Xpress. October 7, 2013
• Awarded PhD from Gonville & Caius College, Cambridge University (Prof. Steven W. Hawking, Fellow).
• Recruited to tenure-track faculty position in the Departments of Radiology and Psychiatry at Mount Sinai, at age 28. 2012
  • $700k seed, Mount Sinai Junior Investigator Award.
  • Recruited to tenure-track clinical research faculty during graduate school.
• Invited Speaker, International Magnetic Resonance in Medicine Workshop on Ultra-High Resolution MRI. Asilomar, Monterey, CA. USA. 2011
• Awarded Best Project at the NIH-Oxford-Cambridge Colloqium (3 years in a row) 2011-2013
• Selected Abstract, International Magnetic Resonance in Medicine Workshop on Ultra High Field MRI. Lake Louise, AL, Canada. 2011
• Awarded NIH-Oxford-Cambridge Medal by Dr. Anthony Fauci. 2009
• Accepted to NIH-Oxford-Cambridge Scholars Program 2009
  • Founded by Drs. David Baltimore and Mike Lenardo (NIAID).
  • Affiliates: International Biomedical Research Alliance, George Yancopoulos (Regeneron), Howard Hughes Medical Institute.
• Accepted to the University of Miami MD/PhD Program. 2009
• Contributed to the development of the Univeristy of Miami Functional MRI Program (with Dr. Fatta B. Nahab and Dr. Ralph Sacco, MD, President Emeritus, American Heart Association, first neurologist to serve as President of the AHA). 2008
• Phi Beta Kappa, Manhattan College. 2007
• First Prize (NINDS Summer Research Institute) 2006
  • “Mapping Neural Correlates of Task-Specific Focal Hand Dystonia Using fMRI”
  • Awarded by Dr. Mark Hallett, MD, (USPHS), and Dr. Alan Koretsky, PhD (Scientific Director, NINDS).
• Mind and Life Summer Research Institute, Woodstock, NY. 2006
  • Selected for workshop in contemplative sciences.
  • Affiliates: Prof. Pete Davidson, UW Madison; H.H. The Dalai Lama.
• Kundu, P., Capitani, J. F., Mitra, A., Seaton, P. J. “pi-pi Interactions in heterocyclic molecules.” Abstracts of Papers of the American Chemical Society. 2007
  • Demonstrated evidence of quantum tunneling within ensembles of aromatic dimers in liquid state.
• Intel International Science and Engineering Fair (ISEF) Third Prize in Physics. Louisville, KY. 2002
  • “Accomodating Non-Resonant Transitions in the Controlled-Note Gate of a Quantum Computer”, Lousiville, KY.`
• Regional Champion (team), Science Olympiad, New York Academy of Sciences. August, 2001
  • Developed a spin dynamics simulator and discovered a quantum error correcting code to implement the quantum XOR gate in 4 pulses, age 17.
  • Advisor: Prof. Vladimir Igor Tsifrinovich
  • NYU Polytechnic

Funding

• (R01) Transdiagnostic Multimodal 7 Tesla Mri of the Locus Coeruleus in Human Pathological Anxiety (NIMH: 5R01MH116953-02). $2.7M total award. Role: Principal Investigator (15%, transferred after joining Hyperfine).
• (R01) Mechanistic and Causal Basis of fMRI Functional Connectivity in Non-Human Primates. $2.8M FY 2019 award. NIH BRAIN Award. Role: Co-Investigator (10%).
• (U01) Biomarkers of Psychological Risk and Resilience in World Trade Center Responders (NIOSH: U01 OH010407). $2.4M total award. Role: Co-Investigator (10%).
• (R01) Trajectory of Recovery in the Elderly (NIA: R01 AG046634). $1.9M total award. Functional lead, world’s first study on neural circuitry under anesthesia in healthy adults. Role: Co-Investigator (10%).
• (R21) Neurocircuitry of impaired insight in addiction: relevance to aberrant self-related processing (NIDA: R21 DA040046). $775k total award. Role: Co-Investigator. (8%)
• (R01) In utero Assessment of the Human Neural Connectome and Later Child Behavior (NIMH: R01 MH110793). $2.5M total award. Role: Consultant. (5%)
• (U01) Functional MRI Studies of Emotion in Depression and Rapid Antidepressant Response (NIMH: U01 MH110008). $880k total ward. Role: Co-Investigator. (10%)
  • with Dr. Dennis Charney, Dean, School of Medicine, Icahn School of Medicine at Mount Sinai.
• (R01) Real-time fMRI Neurofeedback Based Stratification of Default Network Regulation. $2.5M total award (NIMH BRAINS award) . Role: Co-Principal Investigator (Supplement), with Dr. R. Cameron Craddock. (15%)

Intellectual Property

• US-2020033431-A1. “Deep learning techniques for magnetic resonance image reconstruction.” Hyperfine Research, Inc. 2019
• US-2020058106-A1. “Deep learning techniques for suppressing artefacts in magnetic resonance images.” Hyperfine Research, Inc. 2019
• WO2012/040219A2. “Context differential autocorrelation mapping of functional MRI.” University of Miami. 2011
• 5 other applications pertaining to deep learning MRI reconstruction, radar array MRI hardware motion correction, real-time ray-tracing of medical images using ordinary mobile phones.

Experience

Hyperfine Research Incorporated

• Head of Ecosystem 2019-current
  • Product lead for deep learning MRI reconstruction, artificial intelligence applications for MRI, cloud services, hospital integration systems.
• Senior Image Reconstruction Scientist 2018-2019
  • Implemented classical MRI methods at ultra-low field and developed novel methods of MRI image reconstruction, low-field navigated sequences, low-field MRI noise reduction, dipole antannae array-based hardware motion detection.

Icahn School of Medicine at Mount Sinai 2014-current

• Assistant Professor, Department of Radiology
• Assistant Professor, Department of Psychiatry Active contributor in the field of computational psychiatry.

Icahn School of Medicine at Mount Sinai 2014-2017

• Chief, Section of Advanced Functional Imaging Methods.
• Chief, ANALYZE Section of the Translational and Molecular Imaging Institute. Conducted multi-displinary research in development of magnetic resonance imaging techniques and applications in elucidating neural correlates of neuropsychiatric disease in vivo. Projects spanned rodent and primate neuroscience, anesthesiology, epilepsy, neurodegenerative disease (Parkinson’s and Alzheimer’s diseases). Supervisor: Prof. Dr. Zahi Fayad, PhD., Director.

Doctoral Fellow, National Institute of Mental Health 2009-2014

• Supervisors: Dr. Peter A. Bandettini (Editor-in-Chief, NeuroImage), Dr. Robert W. Cox (Co-inventors of functional MRI)
• Advisor: Dr. Alan Koretsky, PhD (Scientific Director, NINDS)

Research Associate III, University of Miami 2008-2009

• Supervisor: Dr. Fatta Nahab, MD, Department of Neurology, National Parkinsons Foundation.
• Advisor: Dr. Ralph Sacco, MD. Chair, Department of Neurology. President, American Heart Association.

Post-Baccalaureate Fellow, National Institute of Neurological Disorders and Stroke 2007-2008

• Supervisors: Drs. Fatta Nahab, MD and Noriaki Hattori, MD.
• Advisor: Dr. Mark Hallett, MD (Chief, Human Motor Control Section, Human Movement Disorders Section).

Co-Founder, Urban Digital Solutions 2002-2009

• Co-founded start-up to bring enterprise open-source information technologies to data management in the architecture and contruction industries in New York City.
• Core network design and installation, Woolworth Building, Bronx Zoo.
• Successful exit in 2019.

System Administrator, BrainLink International 1999-2001

• Server infrastructure front-office lead, International Division, at age 15.
• Supervisor: Raj Goel, Founder.

Education

Doctor of Philosophy, Psychiatry (Computational). University of Cambridge, Gonville & Caius College. NIH-Cambridge Scholar. 2009-2014

• Thesis advisors: Ed Bullmore, MD, PhD (Chief, Cambridge University Brain Mapping Unit) and Peter A. Bandettini, PhD (Chief, NIMH Section on Functional Imaging Methods, NIH MRI Core Facility).
• Thesis title: Physical Analysis of BOLD fMRI Signals for Functional Brain Mapping and Connectomics.
• Readers: Prof. Steven Williams, University College London; Dr. Guy Williams, Waisman Brain Imaging Center (WBIC).

Manhattan College. 2004-2007

• Phi Beta Kappa. Christian Brothers.
• B.S. Chemistry, Magna Cum Laude.
• Quantum and Computational Chemistry Track.
  • ab initio and density functional theory quantum chemistry research on heterocyclic aromatic dimers.
  • Advisors: Prof. Joseph Capitani, Prof. Abhijit Mitra (inventor of HPLC, cited over 10,000 times)
• Independent Study Track. Religious Studies.
  • Paper: “Kali as a psychological limit operator”
  • Advisor: Prof. Stephen Kaplan. Director, Manhattan College Center for Veterans Success.

Carnegie Mellon University. Pittsburgh, PA 2002-2004

• Discrete Mathematics (Prof. John Mackey)
• Coursework in computer science, advanced calculus, philosophy of mind, linguistics, biology, chemistry, physics, biochemistry, biomedical engineering, chemical engineering

Stuyvesant High School. New York, NY. 1998-2002

• Stuyvesant-Rockefeller Advanced Biology Program.
• Survived 9/11 (at ground zero).
• One of 22 seniors in the class of 2002 who were finalists in Intel and Westinghouse Competitions.
• Awarded diploma by William Jefferson Clinton and Charles S. Schumer.

Alpha. Queens, NY. 1992-1996.

• Experimental elementary school program for gifted children in the New York City public school system (2 classes, city-wide).
• New York City Department of Education public school student in Flushing, Queens, NY (born and raised).

Publications

• “Lombardo, Michael V; Auyeung, Bonnie; Holt, Rosemary J; Waldman, Jack; Ruigrok, Amber NV; Mooney, Natasha; Bullmore, Edward T; Baron-Cohen, Simon; Kundu, Prantik; “, Improving effect size estimation and statistical power with multi-echo fMRI and its impact on understanding the neural systems supporting mentalizing, Neuroimage, 142, 55-66, 2016, Elsevier

• “Kundu, P; Inati, SJ; Evans, JW; Saad, ZS; Bandettini, PA; “, Fully Automated fMRI Denoising Using Multi-Echo fMRI and TE-Dependent Properties, “Proceedings of the 19th ISMRM, Montreal”, 3638, 2011.

• “Loth, Eva; Charman, Tony; Mason, Luke; Tillmann, Julian; Jones, Emily JH; Wooldridge, Caroline; Ahmad, Jumana; Auyeung, Bonnie; Brogna, Claudia; Ambrosino, Sara; “, The EU-AIMS Longitudinal European Autism Project (LEAP): design and methodologies to identify and validate stratification biomarkers for autism spectrum disorders, Molecular autism, 8, 1, 24, 2017, BioMed Central

• “Simas, Tiago; Chattopadhyay, Shayanti; Hagan, Cindy; Kundu, Prantik; Patel, Ameera; Holt, Rosemary; Floris, Dorothea; Graham, Julia; Ooi, Cinly; Tait, Roger; “, Semi-metric topology of the human connectome: sensitivity and specificity to autism and major depressive disorder, PLoS One, 10, 8, e0136388, 2015, Public Library of Science

• “Moeller, Scott; Zilverstand, Anna; Konova, Anna; Kundu, Prantik; Parvaz, Muhammad; Preston-Campbell, Rebecca; Bachi, Keren; Alia-Klein, Nelly; Goldstein, Rita; “, Trial-By-Trial Analysis of the Behavioral and Neural Mechanisms of Simulated Drug-Related Choice in Currently-Using and Abstinent Individuals With Cocaine Use Disorder, NEUROPSYCHOPHARMACOLOGY, 43, S472-S472, 2017, “NATURE PUBLISHING GROUP MACMILLAN BUILDING, 4 CRINAN ST, LONDON N1 9XW, ENGLAND”

• “Bullmore, Edward; Vertes, Petra; Jones, Peter; Vasa, Frantisek; Seidlitz, Jakob; Romero-Garcia, Rafael; Kitzbichler, Manfred; Whitaker, Kirstie; Vaghi, Matilde; Kundu, Prantik; “, Conservative and disruptive modes of adolescent change in human brain functional connectivity, 2019, National Academy of Sciences

• “Morris, Laurel S; Kundu, Prantik; Costi, Sara; Collins, Abigail; Schneider, Molly; Verma, Gaurav; Balchandani, Priti; Murrough, James W; “, Ultra-high field MRI reveals mood-related circuit disturbances in depression: a comparison between 3-Tesla and 7-Tesla, Translational psychiatry, 9, 1, 1-11, 2019, Nature Publishing Group

• “Kundu, Prantik; “, Physical analysis of BOLD fMRI signals for functional brain mapping and connectomics, 2014, University of Cambridge

• “Nahab, F; Kundu, P; Islam, H; Mittel, A; Severino, D; Levin, B; Pattany, P; “, Mapping neurodegeneration in Parkinson’s disease: A pilot functional MRI study: 613, Movement Disorders, 25, 2010,

• “Nir, Tommer; Jacob, Yael; Huang, Kuang-Han; Schwartz, Arthur E; Brallier, Jess W; Ahn, Helen; Kundu, Prantik; Tang, Cheuk Y; Delman, Bradley N; McCormick, Patrick J; “, Resting state functional connectivity in early post-anesthesia recovery is characterized by globally reduced anticorrelations, bioRxiv, 669457, 2019, Cold Spring Harbor Laboratory

• “Mincer, Joshua S; Baxter, Mark G; McCormick, Patrick J; Sano, Mary; Schwartz, Arthur E; Brallier, Jess W; Allore, Heather G; Delman, Bradley N; Sewell, Margaret C; Kundu, Prantik; “, Delineating the trajectory of cognitive recovery from general anesthesia in older adults: design and rationale of the TORIE (Trajectory of Recovery in the Elderly) project, Anesthesia and analgesia, 126, 5, 1675, 2018, NIH Public Access

• “Váša, František; Romero-Garcia, Rafael; Kitzbichler, Manfred G; Seidlitz, Jakob; Whitaker, Kirstie J; Vaghi, Matilde M; Kundu, Prantik; Patel, Ameera X; Fonagy, Peter; Dolan, Raymond J; “, Conservative and disruptive modes of adolescent change in brain functional connectivity, BioRxiv, 604843, 2019, Cold Spring Harbor Laboratory

• “Kundu, Prantik; Smith, Derek Alexander; Fisher, Amanda; Rutter, Sarah; Moeller, Scott; Perez-Rodriguez, M Mercedes; “, Neuromodulation by Combined Oxytocin and Naturalistic Social Cognition, NEUROPSYCHOPHARMACOLOGY, 42, S420-S421, 2017, “NATURE PUBLISHING GROUP MACMILLAN BUILDING, 4 CRINAN ST, LONDON N1 9XW, ENGLAND”

• “Power, Jonathan D; Plitt, Mark; Gotts, Stephen J; Kundu, Prantik; Voon, Valerie; Bandettini, Peter A; Martin, Alex; “, Ridding fMRI data of motion-related influences: Removal of signals with distinct spatial and physical bases in multiecho data, Proceedings of the National Academy of Sciences, 115, 9, E2105-E2114, 2018, National Acad Sciences

• “Tillmann, Julian; San José Cáceres, Antonia; Chatham, Chris H; Crawley, Daisy; Holt, Rosemary; Oakley, Bethany; Banaschewski, Tobias; Baron‐Cohen, Simon; Bölte, Sven; Buitelaar, Jan K; “, Investigating the factors underlying adaptive functioning in autism in the EU‐AIMS Longitudinal European Autism Project, Autism Research, 12, 4, 645-657, 2019, Wiley Online Library

• “Bethlehem, Richard AI; Lombardo, Michael V; Lai, Meng-Chuan; Auyeung, Bonnie; Crockford, Sarah K; Deakin, Julia; Soubramanian, Sentil; Sule, Akeem; Kundu, Prantik; Voon, Valerie; “, Intranasal oxytocin enhances intrinsic corticostriatal functional connectivity in women, Translational psychiatry, 7, 4, e1099-e1099, 2017, Nature Publishing Group

• “Olafsson, Valur; Kundu, Prantik; Wong, Eric C; Bandettini, Peter A; Liu, Thomas T; “, Enhanced identification of BOLD-like components with multi-echo simultaneous multi-slice (MESMS) fMRI and multi-echo ICA, Neuroimage, 112, 43-51, 2015, Elsevier

• “Kundu, Prantik; Benson, Brenda E; Rosen, Dana; Frangou, Sophia; Leibenluft, Ellen; Luh, Wen-Ming; Bandettini, Peter A; Pine, Daniel S; Ernst, Monique; “, The integration of functional brain activity from adolescence to adulthood, Journal of Neuroscience, 38, 14, 3559-3570, 2018, Soc Neuroscience

• “Charman, Tony; Loth, Eva; Tillmann, Julian; Crawley, Daisy; Wooldridge, Caroline; Goyard, David; Ahmad, Jumana; Auyeung, Bonnie; Ambrosino, Sara; Banaschewski, Tobias; “, The EU-AIMS Longitudinal European Autism Project (LEAP): clinical characterisation, Molecular autism, 8, 1, 27, 2017, BioMed Central

• “Cameron Craddock, R; S Margulies, Daniel; Bellec, Pierre; Nolan Nichols, B; Alcauter, Sarael; A Barrios, Fernando; Burnod, Yves; J Cannistraci, Christopher; Cohen-Adad, Julien; De Leener, Benjamin; “, Brainhack: a collaborative workshop for the open neuroscience community, GigaScience, 5, 1, s13742-016-0121-x, 2016, Oxford University Press

• “Morris, Laurel S; Baek, Kwangyeol; Kundu, Prantik; Harrison, Neil A; Frank, Michael J; Voon, Valerie; “, Biases in the Explore-Exploit Tradeoff in Addictions: the Role of Avoidance of Uncertainty OPEN, 2015,

• “Shen, Q; Pattany, P; Sargolzaei, S; Sarou, A; Fortes, B; Islam, H; Kundu, P; Avila, A; Nahab, F; “, Resting state fMRI differentiates essential tremor patients from controls: 1012, Movement Disorders, 30, 2015,

• “Kundu, Prantik; Smith, Derek Alexander; “, The relationship of lateralization and phenomenology to neural circuits, “Religion, Brain & Behavior”, 9, 4, 380-386, 2019, Taylor & Francis

• “Nahab, Fatta B; Kundu, Prantik; Gallea, Cecile; Kakareka, John; Pursley, Randy; Pohida, Tom; Miletta, Nathaniel; Friedman, Jason; Hallett, Mark; “, The neural processes underlying self-agency, Cerebral cortex, 21, 1, 48-55, 2011, Oxford University Press

• “Dipasquale, Ottavia; Sethi, Arjun; Laganà, Maria Marcella; Baglio, Francesca; Baselli, Giuseppe; Kundu, Prantik; Harrison, Neil A; Cercignani, Mara; “, Comparing resting state fMRI de-noising approaches using multi-and single-echo acquisitions, PloS one, 12, 3, 2017, Public Library of Science

• “Oldehinkel, Marianne; Mennes, Maarten; Marquand, Andre; Charman, Tony; Tillmann, Julian; Ecker, Christine; Dell’Acqua, Flavio; Brandeis, Daniel; Banaschewski, Tobias; Baumeister, Sarah; “, “Altered connectivity between cerebellum, visual, and sensory-motor networks in autism spectrum disorder: results from the EU-AIMS longitudinal European autism project”, Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, 4, 3, 260-270, 2019, Elsevier

• “Romano, Jose G; Kundu, Prantik; Campo-Bustillo, Iszet; Govind, Varan; Zhao, Weizhao; Gables, Coral; Maudsley, Andrew A; Nahab, Fatta B; “, Neuroimaging correlates of visual field expansion after visual rehabilitation, NEUROLOGY, 72, 11, A50-A50, 2009, “LIPPINCOTT WILLIAMS & WILKINS 530 WALNUT ST, PHILADELPHIA, PA 19106-3621 USA”

• “Morris, Laurel S; Kundu, Prantik; Irvine, Michael A; Harrison, Neil A; Robbins, Trevor W; Daw, Nathaniel; Bullmore, Edward T; Voon, Valerie; “, LATENT SUBSTRATES OF COMPULSIVITY AND BEHAVIOURAL FLEXIBILITY, European Neuropsychopharmacology, 26, 5, 892-893, 2016, Elsevier

• “Mincer, Joshua S; Kundu, Prantik; Baxter, Mark G; Deiner, Stacie G; “, Complexity of Individual Brain Activity Along the Peri-Anesthetic Trajectory, ANESTHESIA AND ANALGESIA, 124, 680-680, 2017, “LIPPINCOTT WILLIAMS & WILKINS TWO COMMERCE SQ, 2001 MARKET ST, PHILADELPHIA …”

• “Morris, Laurel; Costi, Sara; Collins, Abigail B; Van Dam, Nicholas T; Kundu, Prantik; Stern, Emily; Russo, Scott; Murrough, James W; “, F163. Inflammation is Associated With Mesolimbic Reward Circuitry in Major Depression, Biological Psychiatry, 83, 9, S302, 2018, Elsevier

• “Morris, Laurel; Tan, Aaron; Smith, Derek; Grehl, Mora; Huang, Kuang-Han; Naidich, Thomas; Kundu, Prantik; Murrough, James; “, S8. Increased Locus Coeruleus Volume in Humans With Pathological Anxiety: An Ultra-High Field 7-Tesla MRI Study, Biological Psychiatry, 85, 10, S299-S300, 2019, Elsevier

• “Olafsson, Valur; Kundu, Prantik; Wong, Chi Wah; Guo, Jia; Bandettini, Peter; Wong, Eric; Liu, Thomas; “, Improved detection of subcortical resting state networks in functional MRI using multi-echo simultaneous multi-slice acquisition, Proceedings of the 21th ISMRM, 3318, 2013,

• “Morris, Laurel S; Kundu, Prantik; Baek, Kwangyeol; Irvine, Michael A; Mechelmans, Daisy J; Wood, Jonathan; Harrison, Neil A; Robbins, Trevor W; Bullmore, Edward T; Voon, Valerie; “, Neural correlates of waiting impulsivity: a dimensional approach to alcohol misuse, “Journal of Neurology, Neurosurgery and Psychiatry”, 86, 9, e3, 2015, BMJ Publishing Group

• “Lombardo, Michael V; Auyeung, Bonnie; Pramparo, Tiziano; Quartier, Angelique; Courraud, Jeremie; Holt, Rosemary J; Waldman, Jack; Ruigrok, Amber; Mooney, Natasha; Lai, Meng-Chuan; “, Sex-specific impact of prenatal androgens on intrinsic functional connectivity between social brain default mode subsystems, bioRxiv, 253310, 2018, Cold Spring Harbor Laboratory

• “Morris, Laurel; Kundu, Prantik; Baek, Kwangyeol; Irvine, Michael A; Mechelmans, Daisy J; Wood, Jonathan; Harrison, Neil A; Robbins, Trevor; Bullmore, Edward; Voon, Valerie; “, Jumping the Gun: Mapping Neural Correlates of Waiting Impulsivity and Relevance, 2015, Elsevier

• “Perez-Rodriguez, M Mercedes; Fisher, Amanda; Rutter, Sarah; Smith, Derek Alexander; Benavides, Caridad; McClure, Margaret; Rosell, Daniel; Hazlett, Erin A; Koenigsberg, Harold; New, Antonia S; “, Intranasal Oxytocin Modulates Social Cognitive Errors in the Psychosis Spectrum, NEUROPSYCHOPHARMACOLOGY, 43, S608-S608, 2017, “NATURE PUBLISHING GROUP MACMILLAN BUILDING, 4 CRINAN ST, LONDON N1 9XW, ENGLAND”

• “Vaghi, Matilde M; Vértes, Petra E; Kitzbichler, Manfred G; Apergis-Schoute, Annemieke M; van der Flier, Febe E; Fineberg, Naomi A; Sule, Akeem; Zaman, Rashid; Voon, Valerie; Kundu, Prantik; “, Specific frontostriatal circuits for impaired cognitive flexibility and goal-directed planning in obsessive-compulsive disorder: evidence from resting-state functional connectivity, Biological psychiatry, 81, 8, 708-717, 2017, Elsevier

• “Power, Jonathan D; Plitt, Mark; Kundu, Prantik; Bandettini, Peter A; Martin, Alex; “, Temporal interpolation alters motion in fMRI scans: Magnitudes and consequences for artifact detection, PloS one, 12, 9, 2017, Public Library of Science

• “Sargolzaei, Saman; Kundu, Prantik; Younis, Akmal; Chen, Gang; Nahab, Fatta; “, BOLD-fMRI Analysis of Functional Connectivity Using Contextual and Temporal Information: 21., Journal of Neuroimaging, 22, 1, 2012,

• “Voon, Valerie; Morris, Laurel; Kundu, Prantik; Polosan, Mircea; Krack, Paul; Grant, Jon; Robbins, Trevor; Bullmore, Edward; “, Jumping the Gun: Mapping a Translational Network in Waiting Impulsivity, NEUROPSYCHOPHARMACOLOGY, 40, S577-S578, 2015, “NATURE PUBLISHING GROUP MACMILLAN BUILDING, 4 CRINAN ST, LONDON N1 9XW, ENGLAND”

• “Sharpee, Tatyana O; Destexhe, Alain; Kawato, Mitsuo; Sekulić, Vladislav; Skinner, Frances K; Wójcik, Daniel K; Chintaluri, Chaitanya; Cserpán, Dorottya; Somogyvári, Zoltán; Kim, Jae Kyoung; “, 25th annual computational neuroscience meeting: CNS-2016, BMC Neuroscience, 17, 1, 54, 2016, Springer

• “Váša, František; Romero-Garcia, Rafael; Kitzbichler, Manfred G; Seidlitz, Jakob; Whitaker, Kirstie J; Vaghi, Matilde M; Kundu, Prantik; Patel, Ameera X; Fonagy, Peter; Dolan, Raymond J; “, Conservative and disruptive modes of adolescent change in human brain functional connectivity, Proceedings of the National Academy of Sciences, 117, 6, 3248-3253, 2020, National Acad Sciences

• “Islam, H; Blanco, M; Pattany, P; Kundu, P; Myerson, C; Levin, B; Katzen, H; Severino, D; Hallett, M; Nahab, F; “, Characterizing brainstem functional connectivity in essential tremor: 614, Movement Disorders, 25, 2010,

• “Olafsson, Valur; Guo, Jia; Wong, Chi Wah; Kundu, Prantik; Inati, Souheil; Luh, Wen-Ming; Roopchansingh, Vinai; Brenowitz, Noah; Bandettini, Peter; Wong, Eric; “, High spatial and temporal resolution fcMRI with BOLD selectivity using multiecho simultaneous multislice EPI, Proceedings of the 20th ISMRM, 2068, 2012,

• “Evans, Jennifer W; Kundu, Prantik; Horovitz, Silvina G; Bandettini, Peter A; “, Separating slow BOLD from non-BOLD baseline drifts using multi-echo fMRI, NeuroImage, 105, 189-197, 2015, Elsevier

• “Dipasquale, Ottavia; Sethi, Arjun; Baglio, Francesca; Kundu, Prantik; Baselli, Giuseppe; Harrison, Neil A; Cercignani, Mara; “, Comparing resting state fMRI cleaning approaches using multi-and single-echo acquisitions in healthy controls and patients with ADHD., International Society for Magnetic Resonance in Medicine, 1-1, 2015,

• “Costi, Sara; Morris, Laurel; Collins, Abigail; Van Dam, Nicholas; Kundu, Prantik; Stern, Emily; Russo, Scott; Murrough, James; “, Association Between C Reactive Protein and Nucleus Accumbens Functional Connectivity in Patients With Major Depression, NEUROPSYCHOPHARMACOLOGY, 42, S183-S184, 2017, “NATURE PUBLISHING GROUP MACMILLAN BUILDING, 4 CRINAN ST, LONDON N1 9XW, ENGLAND”

• “Kundu, Prantik; Voon, Valerie; Balchandani, Priti; Lombardo, Michael V; Poser, Benedikt A; Bandettini, Peter A; “, Multi-echo fMRI: a review of applications in fMRI denoising and analysis of BOLD signals, Neuroimage, 154, 59-80, 2017, Elsevier

• “Marusak, Hilary A; Elrahal, Farrah; Peters, Craig A; Kundu, Prantik; Lombardo, Michael V; Calhoun, Vince D; Goldberg, Elimelech K; Cohen, Cindy; Taub, Jeffrey W; Rabinak, Christine A; “, Mindfulness and dynamic functional neural connectivity in children and adolescents, Behavioural brain research, 336, 211-218, 2018, Elsevier

• “Worbe, Yulia; Irvine, Michael; Lange, Iris; Kundu, Prantik; Howell, Nicholas A; Harrison, Neil A; Bullmore, Edward T; Robbins, Trevor W; Voon, Valerie; “, Neuronal correlates of risk-seeking attitudes to anticipated losses in binge drinkers, Biological psychiatry, 76, 9, 717-724, 2014, Elsevier

• “Nahab, Fatta B; Kundu, Prantik; Maurer, Carine; Shen, Qian; Hallett, Mark; “, Impaired sense of agency in functional movement disorders: an fMRI study, PloS one, 12, 4, 2017, Public Library of Science

• “Kundu, Prantik; Benson, Brenda E; Baldwin, Katherine L; Rosen, Dana; Luh, Wen-Ming; Bandettini, Peter A; Pine, Daniel S; Ernst, Monique; “, Robust resting state fMRI processing for studies on typical brain development based on multi-echo EPI acquisition, Brain imaging and behavior, 9, 1, 56-73, 2015, Springer

• “Kundu, Prantik; Brenowitz, Noah D; Voon, Valerie; Worbe, Yulia; Vértes, Petra E; Inati, Souheil J; Saad, Ziad S; Bandettini, Peter A; Bullmore, Edward T; “, Integrated strategy for improving functional connectivity mapping using multiecho fMRI, Proceedings of the National Academy of Sciences, 110, 40, 16187-16192, 2013, National Acad Sciences

• “Morris, Laurel S; Kundu, Prantik; Dowell, Nicholas; Mechelmans, Daisy J; Favre, Pauline; Irvine, Michael A; Robbins, Trevor W; Daw, Nathaniel; Bullmore, Edward T; Harrison, Neil A; “, Fronto-striatal organization: defining functional and microstructural substrates of behavioural flexibility, cortex, 74, 118-133, 2016, Elsevier

• “Morris, Laurel S; Tan, Aaron; Smith, Derek A; Grehl, Mora; Han-Huang, Kuang; Naidich, Thomas P; Charney, Dennis S; Balchandani, Priti; Kundu, Prantik; Murrough, James W; “, Sub-millimeter variation in human locus coeruleus is associated with dimensional measures of psychopathology: An in vivo ultra-high field 7-Tesla MRI study, NeuroImage: Clinical, 102148, 2020, Elsevier

• “Mercedes Perez-Rodriguez, M; Rosell, Daniel; Moeller, Scott; Kundu, Prantik; McCLure, Margaret; Hazlett, Erin; New, Antonia; “, F54. PHARMACOLOGICAL ENHANCEMENT OF COGNITION AND SOCIAL COGNITION IN THE PSYCHOSIS SPECTRUM, Schizophrenia bulletin, 44, suppl, S240-S240, 2018, Oxford University Press US

• “Moeller, Scott; Zilverstand, Anna; Konova, Anna; Kundu, Prantik; Parvaz, Muhammad; Bachi, Keren; Alia-Klein, Nelly; Goldstein, Rita; “, Neural Correlates of Simulated Drug Choice in Individuals With Current and Remitted Cocaine Use Disorder, NEUROPSYCHOPHARMACOLOGY, 41, S620-S621, 2016, “NATURE PUBLISHING GROUP MACMILLAN BUILDING, 4 CRINAN ST, LONDON N1 9XW, ENGLAND”

• “Kundu, P; Nahab, F; Horovitz, S; Iwata, N; Lin, P; Hallet, M; “, Localization of cortical correlates of myoclonus with jerk-locked fMRI: 186, Movement Disorders, 23, 2008,

• “Bethlehem, Richard AI; Lombardo, Michael V; Lai, Meng-Chuan; Auyeung, Bonnie; Crockford, Sarah K; Deakin, Julia; Soubramanian, Sentil; Sule, Akeem; Kundu, Prantik; Voon, Valerie; “, Oxytocin enhances intrinsic corticostriatal functional connectivity in women, bioRxiv, 068585, 2016, Cold Spring Harbor Laboratory

• “Morris, Laurel S; Kundu, Prantik; Baek, Kwangyeol; Irvine, Michael A; Mechelmans, Daisy J; Wood, Jonathan; Harrison, Neil A; Robbins, Trevor W; Bullmore, Edward T; Voon, Valerie; “, Jumping the gun: mapping neural correlates of waiting impulsivity and relevance across alcohol misuse, Biological psychiatry, 79, 6, 499-507, 2016, Elsevier

• “Morris, Laurel S; Baek, Kwangyeol; Kundu, Prantik; Harrison, Neil A; Frank, Michael J; Voon, Valerie; “, Biases in the explore–exploit tradeoff in addictions: the role of avoidance of uncertainty, Neuropsychopharmacology, 41, 4, 940-948, 2016, Nature Publishing Group

• “Kundu, Prantik; Marcuse, Lara; Feldman, Rebecca; Fields, Madeline; Balchandai, Priti; “, Resting State Functional Connectivity between Thalamic Nuclei and Hippocampal Subfields in Epilepsy Using 7 T MRI (S19. 007), 2018, AAN Enterprises

• “Kundu, Prantik; Santin, Mathieu D; Bandettini, Peter A; Bullmore, Edward T; Petiet, Alexandra; “, Differentiating BOLD and non-BOLD signals in fMRI time series from anesthetized rats using multi-echo EPI at 11.7 T, NeuroImage, 102, 861-874, 2014, Elsevier

• “Gallea, Cecile; Popa, Traian; Hubsch, Cecile; Valabregue, Romain; Brochard, Vanessa; Kundu, Prantik; Schmitt, Benoît; Bardinet, Eric; Bertasi, Eric; Flamand-Roze, Constance; “, RAD51 deficiency disrupts the corticospinal lateralization of motor control, Brain, 136, 11, 3333-3346, 2013, Oxford University Press

• “Kundu, Prantik; Croxson, Paula; “, Novel Bold Activity Dynamics in Response to Anesthesia Modulation Observed Using Wide-Spectrum Functional MRI, NEUROPSYCHOPHARMACOLOGY, 40, S528-S529, 2015, “NATURE PUBLISHING GROUP MACMILLAN BUILDING, 4 CRINAN ST, LONDON N1 9XW, ENGLAND”

• “Moeller, Scott J; Zilverstand, Anna; Konova, Anna B; Kundu, Prantik; Parvaz, Muhammad A; Preston-Campbell, Rebecca; Bachi, Keren; Alia-Klein, Nelly; Goldstein, Rita Z; “, Neural correlates of drug-biased choice in currently using and abstinent individuals with cocaine use disorder, Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, 3, 5, 485-494, 2018, Elsevier

• “Sargolzaei, S; Islam, H; Pattany, P; Kundu, P; Blanco, M; Moreno, L; Hallett, M; Nahab, FB; “, Comparison of functional MRI based connectivity patterns in essential tremor and controls, MOVEMENT DISORDERS, 27, S249-S249, 2012, “WILEY-BLACKWELL 111 RIVER ST, HOBOKEN 07030-5774, NJ USA”

• “Hardan, Antonio; Busnelli, M; Dagani, J; de Girolamo, G; Balestrieri, M; Pini, S; Saviotti, FM; Scocco, P; Sisti, D; Rocchi, M; “, 48.2 TRANSLATIONAL RESEARCH OF OXYTOCIN AND VASOPRESSIN BIOLOGY IN ASD, Journal of the American Academy of Child & Adolescent Psychiatry, 58, 10, S372, 2019, Elsevier

• “Lener, Marc S; Kundu, Prantik; Wong, Edmund; Dewilde, Kaitlin E; Tang, Cheuk Y; Balchandani, Priti; Murrough, James W; “, Cortical abnormalities and association with symptom dimensions across the depressive spectrum, Journal of affective disorders, 190, 529-536, 2016, Elsevier

• “Baek, Kwangyeol; Morris, Laurel S; Kundu, Prantik; Voon, Valerie; “, Disrupted resting-state brain network properties in obesity: decreased global and putaminal cortico-striatal network efficiency, Psychological medicine, 47, 4, 585-596, 2017, Cambridge University Press

• “Bandettini, Peter A; Kundu, Prantik; Gonzalez-Castillo, Javier; Misaki, Masaya; Guillod, Paul; “, “Characterizing and utilizing fMRI fluctuations, patterns, and dynamics”, “Medical Imaging 2013: Biomedical Applications in Molecular, Structural, and Functional Imaging”, 8672, 86720T, 2013, International Society for Optics and Photonics

• “Kundu, P; Bandettini, P; “, Resting State ICA Enhanced with Multi-Echo fMRI, Proc. Intl. Soc. Mag. Reson. Med, 18, 3517, 2010,

• “Olafsson, Valur; Kundu, Prantik; Wong, Chi Wah; Guo, Jia; Lu, Kun; Ghobrial, Eman; Bandettini, Peter; Wong, EC; Liu, TT; “, Improved detection of BOLD-like independent components with multi-echo simultaneous multi-slice acquisitions and multi-echo ICA, 22nd Annual Scientific Meeting of the International Society for Magnetic Resonance in Medicine, 4139, 2014,

• “Lin, Hsiang-Yuan; Cocchi, Luca; Zalesky, Andrew; Lv, Jinglei; Perry, Alistair; Tseng, Wen-Yih Isaac; Kundu, Prantik; Breakspear, Michael; Gau, Susan Shur-Fen; “, Brain–behavior patterns define a dimensional biotype in medication-naïve adults with attention-deficit hyperactivity disorder, Psychological medicine, 48, 14, 2399-2408, 2018, Cambridge University Press

• “Nahab, FB; Kundu, P; “, fMRI Study of Essential Tremor, NeuroImage, 47, S92, 2009,

• “Lombardo, Michael V; Auyeung, Bonnie; Pramparo, Tiziano; Quartier, Angélique; Courraud, Jérémie; Holt, Rosemary J; Waldman, Jack; Ruigrok, Amber NV; Mooney, Natasha; Bethlehem, Richard AI; “, Sex-specific impact of prenatal androgens on social brain default mode subsystems, Molecular psychiatry, 1-14, 2018, Nature Publishing Group

• “Kundu, Prantik; Inati, Souheil J; Evans, Jennifer W; Luh, Wen-Ming; Bandettini, Peter A; “, Differentiating BOLD and non-BOLD signals in fMRI time series using multi-echo EPI, Neuroimage, 60, 3, 1759-1770, 2012, Elsevier

• “Patel, Ameera X; Kundu, Prantik; Rubinov, Mikail; Jones, P Simon; Vértes, Petra E; Ersche, Karen D; Suckling, John; Bullmore, Edward T; “, A wavelet method for modeling and despiking motion artifacts from resting-state fMRI time series, Neuroimage, 95, 287-304, 2014, Elsevier

• “Bachi, Keren; Spunt, Robert P; Parvaz, Muhammad A; Kundu, Prantik; Malaker, Pias; Perez-Rodriguez, M Mercedes; Goldstein, Rita Z; Moeller, Scott; “, Aberrant Neurocircuitry Underlying Mentalizing and Social Cognition in Cocaine Use Disorder, NEUROPSYCHOPHARMACOLOGY, 43, S512-S512, 2018, “NATURE PUBLISHING GROUP MACMILLAN BUILDING, 4 CRINAN ST, LONDON N1 9XW, ENGLAND”

• “Morris, Laurel; Kundu, Prantik; Costi, Sara; Collins, Abigail; Schneider, Molly; Murrough, James; Verma, Gaurav; Balchandani, Priti; “, Ultra-High Field MRI of Mood-Related Circuit Disturbances in Depression: A Systematic Comparison Between 3-Tesla and 7-Tesla, NEUROPSYCHOPHARMACOLOGY, 43, S135-S135, 2018, “NATURE PUBLISHING GROUP MACMILLAN BUILDING, 4 CRINAN ST, LONDON N1 9XW, ENGLAND”

• “Moeller, Scott; Kundu, Prantik; Bachi, Keren; Maloney, Thomas; Malaker, Pias; Parvaz, Muhammad; Alia-Klein, Nelly; London, Edythe; Goldstein, Rita; “, Neurocircuitry Underlying Self-Awareness of the Need to Change Problematic Drug Use: A New fMRI Task Assessing Insight in Addiction, NEUROPSYCHOPHARMACOLOGY, 43, S520-S520, 2018, “NATURE PUBLISHING GROUP MACMILLAN BUILDING, 4 CRINAN ST, LONDON N1 9XW, ENGLAND”

• “Moeller, Scott J; Kundu, Prantik; Bachi, Keren; Maloney, Thomas; Malaker, Pias; Parvaz, Muhammad A; Alia-Klein, Nelly; London, Edythe D; Goldstein, Rita Z; “, Self-awareness of problematic drug use: Preliminary validation of a new fMRI task to assess underlying neurocircuitry, Drug and Alcohol Dependence, 107930, 2020, Elsevier