Martin Lindquist

Research output

Research output per year 2001 2008 2015 2017 2019 2021 2023 2024

• 119 Article
• 7 Comment/debate
• 7 Review article
• 5 Chapter
• 4 More
  • 2 Conference contribution
  • 1 Conference article
  • 1 Editorial

Research output per year

Research output per year

Search results

• 2024

  A tensor based varying-coefficient model for multi-modal neuroimaging data analysis

  Niyogi, P. G., Lindquist, M. A. & Maiti, T., 2024, (Accepted/In press) In: IEEE Transactions on Signal Processing. p. 1-13 13 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Neuroimaging 100%
  • Tensors 75%
  • Eye tracking 14%
  • Magnetic Resonance Imaging 14%
  • Splines 12%
• 2023

  A dorsomedial prefrontal cortex-based dynamic functional connectivity model of rumination

  Kim, J., Andrews-Hanna, J. R., Eisenbarth, H., Lux, B. K., Kim, H. J., Lee, E., Lindquist, M. A., Losin, E. A. R., Wager, T. D. & Woo, C. W., Dec 2023, In: Nature communications. 14, 1, 3540.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • cortexes 100%
  • markers 93%
  • Prefrontal Cortex 77%
  • Marker 75%
  • Brain 42%

• A machine learning based approach towards high-dimensional mediation analysis

  Nath, T., Caffo, B., Wager, T. & Lindquist, M. A., Mar 2023, In: NeuroImage. 268, 119843.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Machine Learning 100%
  • Brain 43%
  • Connectome 41%
  • Pain 34%
  • Intelligence 31%

• Associations between neighborhood socioeconomic status, parental education, and executive system activation in youth

  Murtha, K., Larsen, B., Pines, A., Parkes, L., Moore, T. M., Adebimpe, A., Bertolero, M., Alexander-Bloch, A., Calkins, M. E., Davila, D. G., Lindquist, M. A., Mackey, A. P., Roalf, D. R., Scott, J. C., Wolf, D. H., Gur, R. C., Gur, R. E., Barzilay, R. & Satterthwaite, T. D., Feb 15 2023, In: Cerebral Cortex. 33, 4, p. 1058-1073 16 p.

  Research output: Contribution to journal › Article › peer-review

  • Social Class 100%
  • Short-Term Memory 99%
  • Education 66%
  • Task Performance and Analysis 37%
  • Parietal Lobe 34%

• Brain mediators of negative affect-induced physical symptom reporting in patients with functional somatic syndromes

  Bogaerts, K., Van Den Houte, M., Jongen, D., Ly, H. G., Coppens, E., Schruers, K., Van Diest, I., Jan, T., Van Wambeke, P., Petre, B., Kragel, P. A., Lindquist, M. A., Wager, T. D., Van Oudenhove, L. & Van den Bergh, O., Dec 2023, In: Translational psychiatry. 13, 1, 285.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Brain 100%
  • Pain 73%
  • Nervous System 62%
  • Fibromyalgia 60%
  • Irritable Bowel Syndrome 58%

• Differences in functional connectivity distribution after transcranial direct-current stimulation: A connectivity density point of view

  Tang, B., Zhao, Y., Venkataraman, A., Tsapkini, K., Lindquist, M. A., Pekar, J. & Caffo, B., Jan 2023, In: Human Brain Mapping. 44, 1, p. 170-185 16 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Transcranial Direct Current Stimulation 100%
  • Language Therapy 37%
  • Statistical Distributions 20%
  • Primary Progressive Aphasia 19%
  • Language 10%

• Enhanced hyperalignment via spatial prior information

  Andreella, A., Finos, L. & Lindquist, M. A., Mar 2023, In: Human Brain Mapping. 44, 4, p. 1725-1740 16 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Magnetic Resonance Imaging 100%
  • Statistical Models 84%
  • Brain 74%

• Evaluating the prediction performance of objective physical activity measures for incident Parkinson’s disease in the UK Biobank

  Zhao, A., Cui, E., Leroux, A., Lindquist, M. A. & Crainiceanu, C. M., Dec 2023, In: Journal of neurology. 270, 12, p. 5913-5923 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Parkinson Disease 100%
  • Exercise 77%
  • Acceleration 50%
  • Proportional Hazards Models 30%
  • Accelerometry 23%

• Genetic risk shared across 24 chronic pain conditions: Identification and characterization with genomic structural equation modeling

  Zorina-Lichtenwalter, K., Bango, C. I., Van Oudenhove, L., Čeko, M., Lindquist, M. A., Grotzinger, A. D., Keller, M. C., Friedman, N. P. & Wager, T. D., Oct 1 2023, In: Pain. 164, 10, p. 2239-2252 14 p.

  Research output: Contribution to journal › Article › peer-review

  • Latent Class Analysis 100%
  • Chronic Pain 80%
  • Genome-Wide Association Study 69%
  • Pain 38%
  • Genetic Structures 30%

• Identification of the Language Network from Resting-State fMRI in Patients with Brain Tumors: How Accurate Are Experts?

  Gujar, S. K., Manzoor, K., Wongsripuemtet, J., Wang, G., Ryan, D., Agarwal, S., Lindquist, M., Caffo, B., Pillai, J. J. & Sair, H. I., Mar 1 2023, In: American Journal of Neuroradiology. 44, 3, p. 274-282 9 p.

  Research output: Contribution to journal › Article › peer-review

  • Brain Neoplasms 100%
  • Language 85%
  • Magnetic Resonance Imaging 71%
  • Research Personnel 7%
  • Aptitude 7%

• Predicting chronic postsurgical pain: Current evidence and a novel program to develop predictive biomarker signatures

  A2CPS Consortium, Sep 1 2023, In: Pain. 164, 9, p. 1912-1926 15 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Chronic Pain 100%
  • Biomarkers 71%
  • Pain 21%
  • Data Science 17%
  • Lipidomics 16%

• Quantifying the Association between Objectively Measured Physical Activity and Multiple Sclerosis in the UK Biobank

  Meng, Q., Cui, E., Leroux, A., Mowry, E. M., Lindquist, M. A. & Crainiceanu, C. M., Dec 1 2023, In: Medicine and Science in Sports and Exercise. 55, 12, p. 2194-2202 9 p.

  Research output: Contribution to journal › Article › peer-review

  • Multiple Sclerosis 100%
  • Exercise 73%
  • Accelerometry 21%
  • Stroke 16%
  • Proportional Hazards Models 14%

• Single-index models with functional connectivity network predictors

  Weaver, C., Xiao, L. & Lindquist, M. A., Jan 1 2023, In: Biostatistics. 24, 1, p. 52-67 16 p.

  Research output: Contribution to journal › Article › peer-review

  • Connectome 100%
  • Magnetic Resonance Imaging 94%
  • Intelligence 75%
  • Brain 69%
  • Datasets 56%
• 2022

  BAYESIAN FUNCTIONAL REGISTRATION OF FMRI ACTIVATION MAPS

  Wang, G., Datta, A. & Lindquist, M. A., Sep 2022, In: Annals of Applied Statistics. 16, 3, p. 1676-1699 24 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Registration 100%
  • Activation 90%
  • Brain 83%
  • Chemical activation 68%
  • Inference 63%

• Dynamic Functional Brain Connectivity Underlying Temporal Summation of Pain in Fibromyalgia

  Cheng, J. C., Anzolin, A., Berry, M., Honari, H., Paschali, M., Lazaridou, A., Lee, J., Ellingsen, D. M., Loggia, M. L., Grahl, A., Lindquist, M. A., Edwards, R. R. & Napadow, V., Apr 2022, In: Arthritis and Rheumatology. 74, 4, p. 700-710 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Fibromyalgia 100%
  • Pain 48%
  • Brain 41%
  • Magnetic Resonance Imaging 6%
  • Pain Perception 5%

• Mode decomposition-based time-varying phase synchronization for fMRI

  Honari, H. & Lindquist, M. A., Nov 1 2022, In: NeuroImage. 261, 119519.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Magnetic Resonance Imaging 100%
  • Brain 37%
  • Noise 34%

• Multi-Site Observational Study to Assess Biomarkers for Susceptibility or Resilience to Chronic Pain: The Acute to Chronic Pain Signatures (A2CPS) Study Protocol

  The Acute to Chronic Pain Signatures Consortium, Apr 25 2022, In: Frontiers in Medicine. 9, 849214.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Chronic Pain 100%
  • Observational Studies 85%
  • Biomarkers 71%
  • Patient Reported Outcome Measures 34%
  • Patient Outcome Assessment 23%

• Relationship Between TSH Levels and Cognition in the Young Adult: An Analysis of the Human Connectome Project Data

  Santhanam, P., Nath, T., Lindquist, M. A. & Cooper, D. S., Jul 1 2022, In: Journal of Clinical Endocrinology and Metabolism. 107, 7, p. 1897-1905 9 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Connectome 100%
  • Young Adult 57%
  • Cognition 56%
  • Error 53%
  • Reference Values 42%

• Sequential fear generalization and network connectivity in trauma exposed humans with and without psychopathology

  Zhu, X., Suarez-Jimenez, B., Lazarov, A., Such, S., Marohasy, C., Small, S. S., Wager, T. D., Lindquist, M. A., Lissek, S. & Neria, Y., Dec 2022, In: Communications biology. 5, 1, 1275.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Psychological Generalization 100%
  • fearfulness 85%
  • Psychopathology 75%
  • learning 69%
  • Marker 66%

• Three Dimensions of Association Link Migraine Symptoms and Functional Connectivity

  Krimmel, S. R., DeSouza, D. D., Keaser, M. L., Sanjanwala, B. M., Cowan, R. P., Lindquist, M. A., Haythornthwaite, J. A. & Seminowicz, D. A., Aug 3 2022, In: Journal of Neuroscience. 42, 31, p. 6156-6166 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Migraine Disorders 100%
  • Catastrophization 54%
  • Cluster Analysis 53%
  • Mind-Body Therapies 32%
  • Sleep 30%

• Using Network Parcels and Resting-State Networks to Estimate Correlates of Mood Disorder and Related Research Domain Criteria Constructs of Reward Responsiveness and Inhibitory Control

  Langenecker, S. A., Westlund Schreiner, M., Thomas, L. R., Bessette, K. L., DelDonno, S. R., Jenkins, L. M., Easter, R. E., Stange, J. P., Pocius, S. L., Dillahunt, A., Love, T. M., Phan, K. L., Koppelmans, V., Paulus, M., Lindquist, M. A., Caffo, B., Mickey, B. J. & Welsh, R. C., Jan 2022, In: Biological Psychiatry: Cognitive Neuroscience and Neuroimaging. 7, 1, p. 76-84 9 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Mood Disorders 100%
  • Reward 99%
  • Individuality 49%
  • Diagnosis-Related Groups 29%
  • Emotions 20%
• 2021

  A functional mixed model for scalar on function regression with application to a functional MRI study

  Ma, W., Xiao, L., Liu, B. & Lindquist, M. A., Jul 1 2021, In: Biostatistics. 22, 3, p. 439-454 16 p.

  Research output: Contribution to journal › Article › peer-review

  • Magnetic Resonance Imaging 100%
  • Pain 87%
  • Principal Component Analysis 80%
  • Hot Temperature 58%
  • Hemodynamics 55%

• A human colliculus-pulvinar-amygdala pathway encodes negative emotion

  Kragel, P. A., Čeko, M., Theriault, J., Chen, D., Satpute, A. B., Wald, L. W., Lindquist, M. A., Feldman Barrett, L. & Wager, T. D., Aug 4 2021, In: Neuron. 109, 15, p. 2404-2412.e5

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Pulvinar 100%
  • Amygdala 67%
  • Emotions 53%
  • Superior Colliculi 40%
  • Psychology Recognition 14%

• Children with attention-deficit/hyperactivity disorder spend more time in hyperconnected network states and less time in segregated network states as revealed by dynamic connectivity analysis

  Shappell, H. M., Duffy, K. A., Rosch, K. S., Pekar, J. J., Mostofsky, S. H., Lindquist, M. A. & Cohen, J. R., Apr 1 2021, In: NeuroImage. 229, 117753.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Attention Deficit Disorder with Hyperactivity 100%
  • Child 42%
  • Behavioral Symptoms 11%
  • Drive 10%
  • Brain 9%

• Detecting Task-Dependent Functional Connectivity in Group Iterative Multiple Model Estimation with Person-Specific Hemodynamic Response Functions

  Duffy, K. A., Fisher, Z. F., Arizmendi, C. A., Molenaar, P. C. M., Hopfinger, J., Cohen, J. R., Beltz, A. M., Lindquist, M. A., Hallquist, M. N. & Gates, K. M., Aug 2021, In: Brain connectivity. 11, 6, p. 418-429 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Hemodynamics 100%
  • Sensitivity and Specificity 18%
  • Brain 18%
  • Magnetic Resonance Imaging 16%
  • Datasets 9%

• Evaluating phase synchronization methods in fMRI: A comparison study and new approaches

  Honari, H., Choe, A. S. & Lindquist, M. A., Mar 2021, In: NeuroImage. 228, 117704.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Magnetic Resonance Imaging 100%
  • Brain 44%
  • Cluster Analysis 27%
  1 Scopus citations

• Heritability of Functional Connectivity in Resting State: Assessment of the Dynamic Mean, Dynamic Variance, and Static Connectivity across Networks

  Barber, A. D., Hegarty, C. E., Lindquist, M. & Karlsgodt, K. H., Jun 1 2021, In: Cerebral Cortex. 31, 6, p. 2834-2844 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Connectome 100%
  • Endophenotypes 47%
  • Genetic Models 39%
  • Brain 34%
  • Magnetic Resonance Imaging 23%

• Identification of the somatomotor network from language task-based fMRI compared with resting-state fMRI in patients with brain lesions

  Beheshtian, E., Jalilianhasanpour, R., Shanechi, A. M., Sethi, V., Wang, G., Lindquist, M. A., Caffo, B. S., Agarwal, S., Pillai, J. J., Gujar, S. K. & Sair, H. I., Oct 2021, In: RADIOLOGY. 301, 1, p. 178-184 7 p.

  Research output: Contribution to journal › Article › peer-review

  • Language 100%
  • Magnetic Resonance Imaging 83%
  • Brain 61%
  • Brain Mapping 7%
  • Datasets 4%

• Increased integration between default mode and task-relevant networks in children with ADHD is associated with impaired response control

  Duffy, K. A., Rosch, K. S., Nebel, M. B., Seymour, K. E., Lindquist, M. A., Pekar, J. J., Mostofsky, S. H. & Cohen, J. R., Aug 2021, In: Developmental Cognitive Neuroscience. 50, 100980.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Attention Deficit Disorder with Hyperactivity 100%
  • Child 42%
  • Task Performance and Analysis 17%
  • Brain 16%

• Moderated t-tests for group-level fMRI analysis

  Wang, G., Muschelli, J. & Lindquist, M. A., Aug 15 2021, In: NeuroImage. 237, 118141.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Magnetic Resonance Imaging 100%
  • Statistics 77%
  • Sample Size 67%
  • Linear Models 39%
  • Connectome 35%

• Multiple brain networks mediating stimulus-pain relationships in humans

  Geuter, S., Reynolds Losin, E. A., Roy, M., Atlas, L. Y., Schmidt, L., Krishnan, A., Koban, L., Wager, T. D. & Lindquist, M. A., 2021, In: Cerebral Cortex. 30, 7, p. 4204-4219 16 p.

  Research output: Contribution to journal › Article › peer-review

  • Pain 100%
  • Brain 85%
  • Nociceptive Pain 28%
  • Nociception 25%
  • Mesencephalon 22%
  6 Scopus citations

• On statistical tests of functional connectome fingerprinting

  Wang, Z., Sair, H. I., Crainiceanu, C., Lindquist, M., Landman, B. A., Resnick, S., Vogelstein, J. T. & Caffo, B., Mar 2021, In: Canadian Journal of Statistics. 49, 1, p. 63-88 26 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Fingerprinting 100%
  • Statistical Tests 93%
  • Longitudinal Study 80%
  • Statistical test 69%
  • Functional Magnetic Resonance Imaging 59%

• Phase-locking of resting-state brain networks with the gastric basal electrical rhythm

  Choe, A. S., Tang, B., Smith, K. R., Honari, H., Lindquist, M. A., Caffo, B. S. & Pekar, J. J., Jan 2021, In: PloS one. 16, 1 January, e0244756.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Stomach 100%
  • Brain 68%
  • Magnetic Resonance Imaging 57%
  • Interstitial Cells of Cajal 24%
  • Viscera 19%
• 2020

  A Bayesian General Linear Modeling Approach to Cortical Surface fMRI Data Analysis

  Mejia, A. F., Yue, Y., Bolin, D., Lindgren, F. & Lindquist, M. A., Apr 2 2020, In: Journal of the American Statistical Association. 115, 530, p. 501-520 20 p.

  Research output: Contribution to journal › Article › peer-review

  • Functional Magnetic Resonance Imaging 100%
  • Data analysis 66%
  • Modeling 47%
  • Spatial Model 45%
  • Bayesian Model 41%
  4 Scopus citations

• Estimating causal effects in studies of human brain function: New models, methods and estimands

  Sobel, M. E. & Lindquist, M. A., Mar 2020, In: Annals of Applied Statistics. 14, 1, p. 452-472 21 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Oxygenation 100%
  • Causal Effect 91%
  • Magnetic Resonance Imaging 78%
  • Brain 75%
  • Blood 63%

• Sparse principal component based high-dimensional mediation analysis

  Zhao, Y., Lindquist, M. A. & Caffo, B. S., Feb 2020, In: Computational Statistics and Data Analysis. 142, 106835.

  Research output: Contribution to journal › Article › peer-review

  • Mediator 100%
  • Mediation 99%
  • Principal Components 74%
  • Principal component analysis 62%
  • High-dimensional 54%
  6 Scopus citations
• 2019

  Differential Poststroke Motor Recovery in an Arm Versus Hand Muscle in the Absence of Motor Evoked Potentials

  Schambra, H. M., Xu, J., Branscheidt, M., Lindquist, M., Uddin, J., Steiner, L., Hertler, B., Kim, N., Berard, J., Harran, M. D., Cortes, J. C., Kitago, T., Luft, A., Krakauer, J. W. & Celnik, P. A., Jul 1 2019, In: Neurorehabilitation and neural repair. 33, 7, p. 568-580 13 p.

  Research output: Contribution to journal › Article › peer-review

  • Arm 70%
  • Hand 60%
  • Pyramidal Tracts 59%
  • Upper Extremity 58%
  • Muscles 48%
  9 Scopus citations

• Fatigue induces long-lasting detrimental changes in motor-skill learning

  Branscheidt, M., Kassavetis, P., Anaya, M., Rogers, D., Huang, H. D., Lindquist, M. A. & Celnik, P., Mar 2019, In: eLife. 8, e40578.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Motor Skills 100%
  • Fatigue 71%
  • Learning 62%
  • Force 57%
  • Psychological Practice 34%
  8 Scopus citations

• Improved state change estimation in dynamic functional connectivity using hidden semi-Markov models

  Shappell, H., Caffo, B. S., Pekar, J. J. & Lindquist, M. A., May 1 2019, In: NeuroImage. 191, p. 243-257 15 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Magnetic Resonance Imaging 100%
  • Brain 74%
  • Connectome 52%
  • Brain Diseases 35%
  • Anxiety 27%
  8 Scopus citations

• Investigating the impact of autocorrelation on time-varying connectivity

  Honari, H., Choe, A. S., Pekar, J. J. & Lindquist, M. A., Aug 15 2019, In: NeuroImage. 197, p. 37-48 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Brain 100%
  • Noise 62%
  • Magnetic Resonance Imaging 45%
  6 Scopus citations

• Modular preprocessing pipelines can reintroduce artifacts into fMRI data

  Lindquist, M. A., Geuter, S., Wager, T. D. & Caffo, B. S., Jun 1 2019, In: Human Brain Mapping. 40, 8, p. 2358-2376 19 p.

  Research output: Contribution to journal › Article › peer-review

  • Artifacts 100%
  • Magnetic Resonance Imaging 68%
  • Datasets 27%
  • Head 25%
  34 Scopus citations

• Pain-related nucleus accumbens function: Modulation by reward and sleep disruption

  Seminowicz, D. A., Remeniuk, B., Krimmel, S. R., Smith, M. T., Barrett, F. S., Wulff, A. B., Furman, A. J., Geuter, S., Lindquist, M. A., Irwin, M. R. & Finan, P. H., May 1 2019, In: Pain. 160, 5, p. 1196-1207 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Nucleus Accumbens 100%
  • Reward 88%
  • Sleep 71%
  • Pain 53%
  • Music 51%
  15 Scopus citations

• Rethinking interhemispheric imbalance as a target for stroke neurorehabilitation

  the SMARTS Study Group, Apr 2019, In: Annals of neurology. 85, 4, p. 502-513 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Neurological Rehabilitation 100%
  • Psychological Inhibition 61%
  • Stroke 51%
  • Individuation 12%
  • Patient Identification Systems 12%
  35 Scopus citations

• The pain of sleep loss: A brain characterization in humans

  Krause, A. J., Prather, A. A., Wager, T. D., Lindquist, M. A. & Walker, M. P., Mar 20 2019, In: Journal of Neuroscience. 39, 12, p. 2291-2300 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Sleep 100%
  • Pain 74%
  • Brain 63%
  • Sleep Deprivation 60%
  • Somatosensory Cortex 29%
  25 Scopus citations
• 2018

  Connectivity in fMRI: Blind Spots and Breakthroughs

  Solo, V., Poline, J. B., Lindquist, M. A., Simpson, S. L., Bowman, F. D., Chung, M. K. & Cassidy, B., Jul 2018, In: IEEE transactions on medical imaging. 37, 7, p. 1537-1550 14 p.

  Research output: Contribution to journal › Article › peer-review

  • Magnetic Resonance Imaging 100%
  • Optic Disk 98%
  • Brain 72%
  • Electric network analysis 59%
  • Autocorrelation 30%
  7 Scopus citations

• Dynamic Functional Connectivity States Reflecting Psychotic-like Experiences

  Barber, A. D., Lindquist, M. A., DeRosse, P. & Karlsgodt, K. H., May 2018, In: Biological Psychiatry: Cognitive Neuroscience and Neuroimaging. 3, 5, p. 443-453 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Executive Function 100%
  • Connectome 67%
  • Psychotic Disorders 45%
  • Cluster Analysis 43%
  • Self Report 42%
  24 Scopus citations

• Exposure-based therapy changes amygdala and hippocampus resting-state functional connectivity in patients with posttraumatic stress disorder

  Zhu, X., Suarez-Jimenez, B., Lazarov, A., Helpman, L., Papini, S., Lowell, A., Durosky, A., Lindquist, M. A., Markowitz, J. C., Schneier, F., Wager, T. D. & Neria, Y., Oct 2018, In: Depression and anxiety. 35, 10, p. 974-984 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Implosive Therapy 100%
  • posttraumatic stress disorder 83%
  • Amygdala 72%
  • Post-Traumatic Stress Disorders 71%
  • trauma 63%
  19 Scopus citations

• High-dimensional multivariate mediation with application to neuroimaging data

  Chén, O. Y., Crainiceanu, C., Ogburn, E. L., Caffo, B. S., Wager, T. D. & Lindquist, M. A., Apr 1 2018, In: Biostatistics. 19, 2, p. 121-136 16 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Mediator 100%
  • Mediation 99%
  • Neuroimaging 95%
  • High-dimensional 54%
  • Structural Models 52%
  22 Scopus citations

• Improved estimation of subject-level functional connectivity using full and partial correlation with empirical Bayes shrinkage

  Mejia, A. F., Nebel, M. B., Barber, A. D., Choe, A. S., Pekar, J. J., Caffo, B. S. & Lindquist, M. A., May 15 2018, In: NeuroImage. 172, p. 478-491 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Bayes Theorem 100%
  • Connectome 38%
  • Research Design 21%
  • Magnetic Resonance Imaging 18%
  7 Scopus citations

• Multivariate machine learning distinguishes crossnetwork dynamic functional connectivity patterns in state and trait neuropathic pain

  Cheng, J. C., Rogachov, A., Hemington, K. S., Kucyi, A., Bosma, R. L., Lindquist, M. A., Inman, R. D. & Davis, K. D., Sep 1 2018, In: Pain. 159, 9, p. 1764-1776 13 p.

  Research output: Contribution to journal › Article › peer-review

  • Machine Learning 100%
  • Pain 51%
  • Chronic Pain 32%
  • Executive Function 18%
  • Communication 13%
  17 Scopus citations