Publications

  1. Nikolova S, Chong C, Li J, Wu T, Dumkrieger G, Esterov D, Ross K, Starling A, Thomas A, Leonard M, Smith D, Schwedt TJ. Periaqueductal gray functional connectivity abnormalities associated with acute post-traumatic headache. J Neurol. 2025 Apr 23; 272 (5):356
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  2. Nikolova S, Chong CD, Li J, Wu T, Dumkrieger G, Esterov D, Ross K, Starling A, Thomas A, Leonard M, Smith D, Schwedt TJ. Periaqueductal Gray Functional Connectivity Abnormalities Associated with Acute Post-Traumatic Headache. J Neurol (accepted). 2025.
  3. Dumkrieger GM, Ishii R, Goadsby PJ. Flexible modeling of headache frequency fluctuations in migraine with hidden Markov models. Headache. 2025 Jan; 65 (1):132-142 Epub 2024 July 30
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  4. Dumkrieger GM, Chiang CC, Zhang P, Minen MT, Cohen F, Hranilovich JA. Artificial intelligence terminology, methodology, and critical appraisal: A primer for headache clinicians and researchers. Headache. 2025 Jan; 65 (1):180-190 Epub 2024 Dec 10
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  5. Ihara K, Dumkrieger G, Zhang P, Takizawa T, Schwedt TJ, Chiang CC. Application of Artificial Intelligence in the Headache Field. Curr Pain Headache Rep. 2024 Oct; 28 (10):1049-1057 Epub 2024 July 08
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  6. Trivedi M, Dumkrieger G, Chong CD, Leibovit-Reiben Z, Schwedt TJ. A history of abuse is associated with more severe migraine- and pain-related disability: Results from the American Registry for Migraine Research. Headache. 2024 Oct; 64 (9):1109-1123 Epub 2024 July 25
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  7. Chiang CC, Schwedt TJ, Dumkrieger G, Wang L, Chao CJ, Ouellette HA, Banerjee I, Chen YC, Jones BM, Burke KM, Wang H, Murray AM, Montenegro MM, Stern JI, Whealy M, Kissoon N, Cutrer FM. Advancing toward precision migraine treatment: Predicting responses to preventive medications with machine learning models based on patient and migraine features. Headache. 2024 Oct; 64 (9):1094-1108 Epub 2024 Aug 23
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  8. Leibovit-Reiben Z, Dumkrieger G, Dodick DW, Digre K, Chong CD, Trivedi M, Schwedt TJ. Photophobia Contributes to Migraine-Associated Disability and Reduced Work Productivity: Results From the American Registry for Migraine Research (ARMR). J Neuroophthalmol. 2024 Jun 1; 44 (2):259-266 Epub 2023 Aug 14
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  9. Nikolova S, Chong C, Li J, Wu T, Dumkrieger G, Ross K, Starling A, Schwedt TJ. Brain structural and functional abnormalities associated with acute post-traumatic headache: iron deposition and functional connectivity. J Headache Pain. 2024 May 28; 25 (1):88
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  10. Nikolova S, Chong C, Jing L, Wu T, Dumkrieger G, Ross K, Berisha V, Starling A, Schwedt T. Brain Iron Accumulation in Participants with Acute Post-traumatic Headache (S20.007). Neurology. 2024 Apr 9; 102 (7_supplement_1):3379 Epub 2024 Apr 09
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  11. Whitaker DJ, Dumkrieger GM, Hentz JG, Dodick DW, Schwedt TJ. Physical impairment during and between migraine attacks: A daily diary study of patients with chronic migraine. Cephalalgia. 2024 Apr; 44 (4):3331024241249747
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  12. Chiang CC, Luo M, Dumkrieger G, Trivedi S, Chen YC, Chao CJ, Schwedt TJ, Sarker A, Banerjee I. A large language model-based generative natural language processing framework fine-tuned on clinical notes accurately extracts headache frequency from electronic health records. Headache. 2024 Apr; 64 (4):400-409 Epub 2024 Mar 25
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  13. Siddiquee MMR, Shah J, Wu T, Chong C, Schwedt TJ, Dumkrieger G, Nikolova S, Li B. Brainomaly: Unsupervised Neurologic Disease Detection Utilizing Unannotated T1-weighted Brain MR Images. IEEE Winter Conf Appl Comput Vis. 2024 Jan; 2024:7558-7567 Epub 2024 Apr 09
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  14. Mao L, Li J, Schwedt TJ, Berisha V, Nikjou D, Wu T, Dumkrieger GM, Ross KB, Chong CD. Questionnaire and structural imaging data accurately predict headache improvement in patients with acute post-traumatic headache attributed to mild traumatic brain injury. Cephalalgia. 2023 May; 43 (5):3331024231172736
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  15. Nikolova S, Chong CD, Dumkrieger GM, Li J, Wu T, Schwedt TJ. Longitudinal differences in iron deposition in periaqueductal gray matter and anterior cingulate cortex are associated with response to erenumab in migraine. Cephalalgia. 2023 Feb; 43 (2):3331024221144783
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  16. Rahman Siddiquee MM, Shah J, Chong C, Nikolova S, Dumkrieger G, Li B, Wu T, Schwedt TJ. Headache classification and automatic biomarker extraction from structural MRIs using deep learning. Brain Commun. 2023; 5 (1):fcac311 Epub 2022 Nov 26
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  17. Chong CD, Nikolova S, Dumkrieger G, Wu T, Berisha V, Li J, Ross K, Schwedt TJ. Thalamic subfield iron accumulation after acute mild traumatic brain injury as a marker of future post-traumatic headache intensity. Headache. 2023 Jan; 63 (1):156-164 Epub 2023 Jan 18
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  18. Mao L, Dumkrieger G, Ku D, Ross K, Berisha V, Schwedt TJ, Li J, Chong CD. Developing multivariable models for predicting headache improvement in patients with acute post-traumatic headache attributed to mild traumatic brain injury: A preliminary study. Headache. 2023 Jan; 63 (1):136-145 Epub 2023 Jan 18
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  19. Schwedt TJ, Nikolova S, Dumkrieger G, Li J, Wu T, Chong CD. Longitudinal changes in functional connectivity and pain-induced brain activations in patients with migraine: a functional MRI study pre- and post- treatment with Erenumab. J Headache Pain. 2022 Dec 14; 23 (1):159
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  20. Chong CD, Nikolova J, Dumkrieger GM. Migraine and Posttraumatic Headache: Similarities and Differences in Brain Network Connectivity. Semin Neurol. 2022 Aug; 42 (4):441-448 Epub 2022 Nov 02
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  21. Leibovit-Reiben Z, Ishii R, Dodick DW, Dumkrieger G, Cortez MM, Brennan KC, Digre K, Schwedt TJ. The impact of pre-morbid headaches on headache features and long-term health outcomes following traumatic brain injury: Insights from the American Registry for Migraine Research. Headache. 2022 May; 62 (5):566-576
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  22. Nikolova S, Schwedt TJ, Li J, Wu T, Dumkrieger GM, Ross KB, Berisha V, Chong CD. T2* reduction in patients with acute post-traumatic headache. Cephalalgia. 2022 Apr; 42 (4-5):357-365 Epub 2021 Oct 13
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  23. Dumkrieger G, Chong CD, Ross K, Berisha V, Schwedt TJ. The value of brain MRI functional connectivity data in a machine learning classifier for distinguishing migraine from persistent post-traumatic headache. Front Pain Res (Lausanne). 2022; 3:1012831 Epub 2023 Jan 09
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  24. Chong CD, Zhang J, Li J, Wu T, Dumkrieger G, Nikolova S, Ross K, Stegmann G, Liss J, Schwedt TJ, Jayasuriya S, Berisha V. Altered speech patterns in subjects with post-traumatic headache due to mild traumatic brain injury. J Headache Pain. 2021 Jul 23; 22 (1):82 Epub 2021 July 23
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  25. Ishii R, Schwedt TJ, Trivedi M, Dumkrieger G, Cortez MM, Brennan KC, Digre K, Dodick DW. Mild traumatic brain injury affects the features of migraine. J Headache Pain. 2021 Jul 22; 22 (1):80 Epub 2021 July 22
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  26. Ishii R, Schwedt TJ, Dumkrieger G, Lalvani N, Craven A, Goadsby PJ, Lipton RB, Olesen J, Silberstein SD, Burish MJ, Dodick DW. Chronic versus episodic migraine: The 15-day threshold does not adequately reflect substantial differences in disability across the full spectrum of headache frequency. Headache. 2021 Jul; 61 (7):992-1003 Epub 2021 June 03
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  27. Chong CD, Berisha V, Ross K, Kahn M, Dumkrieger G, Schwedt TJ. Distinguishing persistent post-traumatic headache from migraine: Classification based on clinical symptoms and brain structural MRI data. Cephalalgia. 2021 Jul; 41 (8):943-955 Epub 2021 Apr 29
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  28. Trivedi M, Dumkrieger G, Chong CD, Dodick DW, Schwedt TJ. Impact of abuse on migraine-related sensory hypersensitivity symptoms: Results from the American Registry for Migraine Research. Headache. 2021 May; 61 (5):740-754 Epub 2021 Mar 29
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  29. Pena A, Dumkrieger G, Berisha V, Ross K, Chong CD, Schwedt TJ. Headache Characteristics and Psychological Factors Associated with Functional Impairment in Individuals with Persistent Posttraumatic Headache. Pain Med. 2021 Mar 18; 22 (3):670-676
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  30. Pearl TA, Dumkrieger G, Chong CD, Dodick DW, Schwedt TJ. Impact of Depression and Anxiety Symptoms on Patient-Reported Outcomes in Patients With Migraine: Results From the American Registry for Migraine Research (ARMR). Headache. 2020 Oct; 60 (9):1910-1919 Epub 2020 Aug 04
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  31. Ishii R, Schwedt TJ, Kim SK, Dumkrieger G, Chong CD, Dodick DW. Effect of Migraine on Pregnancy Planning: Insights From the American Registry for Migraine Research. Mayo Clin Proc. 2020 Oct; 95 (10):2079-2089 Epub 2020 Sept 15
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  32. Hanna JJ, Chong CD, Dumkrieger G, Ross K, Schwedt TJ. Sensory Hypersensitivities in Those with Persistent Post-Traumatic Headache vs. Migraine. Cephalagia Reports. 2020.
  33. Ishii R, Schwedt TJ, Kim SK, Dumkrieger G, Chong CD, Dodick DW. The impact of migraine on family planning: insights from the American Registry for Migraine Research (ARMR). Mayo Clinic Proceedings (In press). 2020 .
  34. Kim SK, Chong CD, Dumkrieger G, Ross K, Berisha V, Schwedt TJ. Clinical correlates of insomnia in patients with persistent post-traumatic headache compared with migraine. J Headache Pain. 2020 Apr 15; 21 (1):33
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  35. Pearl TA, Dumkrieger G, Chong CD, Dodick DW, Schwedt TJ. Sensory Hypersensitivity Symptoms in Migraine With vs Without Aura: Results From the American Registry for Migraine Research. Headache. 2020 Mar; 60 (3):506-514 Epub 2020 Jan 22
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  36. Schwedt TJ, Digre K, Tepper SJ, Spare NM, Ailani J, Birlea M, Burish M, Mechtler L, Gottschalk C, Quinn AM, McGillicuddy L, Bance L, Dumkrieger G, Chong CD, Dodick DW. The American Registry for Migraine Research: Research Methods and Baseline Data for an Initial Patient Cohort. Headache. 2020 Feb; 60 (2):337-347 Epub 2019 Nov 22
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  37. Dumkrieger G, Chong CD, Ross K, Berisha V, Schwedt TJ. Static and dynamic functional connectivity differences between migraine and persistent post-traumatic headache: A resting-state magnetic resonance imaging study. Cephalalgia. 2019 Oct; 39 (11):1366-1381 Epub 2019 May 01
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  38. Howard L, Dumkrieger G, Chong CD, Ross K, Berisha V, Schwedt TJ. Symptoms of Autonomic Dysfunction Among Those With Persistent Posttraumatic Headache Attributed to Mild Traumatic Brain Injury: A Comparison to Migraine and Healthy Controls. Headache. 2018 Oct; 58 (9):1397-1407 Epub 2018 Aug 29
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  39. Rau JC, Dumkrieger GM, Chong CD, Schwedt TJ. Imaging Post-Traumatic Headache. Curr Pain Headache Rep. 2018 Jul 30; 22 (10):64 Epub 2018 July 30
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  40. Si B, Dumkrieger G, Wu T, Zafonte R, Valadka AB, Okonkwo DO, Manley GT, Wang L, Dodick DW, Schwedt TJ, Li J. Sub-classifying patients with mild traumatic brain injury: A clustering approach based on baseline clinical characteristics and 90-day and 180-day outcomes. PLoS One. 2018; 13 (7):e0198741 Epub 2018 July 11
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  41. Si B, Dumkrieger G, Wu T, Zafonte R, Dodick DW, Schwedt TJ, Li J. A Cross-Study Analysis for Reproducible Sub-classification of Traumatic Brain Injury. Front Neurol. 2018; 9:606 Epub 2018 Aug 13
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  42. Chong CD, Dumkrieger GM, Schwedt TJ. Structural Co-Variance Patterns in Migraine: A Cross-Sectional Study Exploring the Role of the Hippocampus. Headache. 2017 Nov; 57 (10):1522-1531 Epub 2017 Oct 04
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  43. Dumkrieger G, Huschka TR, Stubbs JR. Modeling the effect of shorter shelf life of red blood cells on blood supplies Proceedings - Winter Simulation Conference. 2014; 2014-January:1293-304. Epub 1900 Jan 01.