Gina M Dumkrieger (Gina Dumkrieger)

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 20

Top Topics

Mild Traumatic Brain Injury

Magnetic Resonance

Electronic Health Record

Top Venues

Cephalalgia : an international journal of headache

Current pain and headache reports

The journal of headache and pain

This page only lists publications with an associated author ORCID identifier.

Publications

Chia-Chun Chiang, Man Luo, Gina M Dumkrieger, Shubham Trivedi, Yi-Chieh Chen, Chieh-Ju Chao, Todd J Schwedt, Abeed Sarker, Imon Banerjee
A large language model-based generative natural language processing framework fine-tuned on clinical notes accurately extracts headache frequency from electronic health records. Headache 64 (4) (2024)
Chia-Chun Chiang, Man Luo, Gina M Dumkrieger, Shubham Trivedi, Yi-Chieh Chen, Chieh-Ju Chao, Todd J Schwedt, Abeed Sarker, Imon Banerjee
A large language model-based generative natural language processing framework fine-tuned on clinical notes accurately extracts headache frequency from electronic health records. Headache 64 (4) (2024)
David J Whitaker, Gina M Dumkrieger, Joseph G Hentz, David W Dodick, Todd J Schwedt
Physical impairment during and between migraine attacks: A daily diary study of patients with chronic migraine. Cephalalgia : an international journal of headache 44 (4) (2024)
Chia-Chun Chiang, Man Luo, Gina M Dumkrieger, Shubham Trivedi, Yi-Chieh Chen, Chieh-Ju Chao, Todd J Schwedt, Abeed Sarker, Imon Banerjee
A large language model-based generative natural language processing framework fine-tuned on clinical notes accurately extracts headache frequency from electronic health records. Headache 64 (4) (2024)
Chia-Chun Chiang, Man Luo, Gina M Dumkrieger, Shubham Trivedi, Yi-Chieh Chen, Chieh-Ju Chao, Todd J Schwedt, Abeed Sarker, Imon Banerjee
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)
Chia-Chun Chiang, Man Luo, Gina M Dumkrieger, Shubham Trivedi, Yi-Chieh Chen, Chieh-Ju Chao, Todd J Schwedt, Abeed Sarker, Imon Banerjee
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)
Chia-Chun Chiang, Todd J Schwedt, Gina M Dumkrieger, Liguo Wang, Chieh-Ju Chao, Heather A Ouellette, Imon Banerjee, Yi-Chieh Chen, Brandon M Jones, Krista M Burke, Han Wang, Ann M Murray, Monique M Montenegro, Jennifer I Stern, Mark Whealy, Narayan Kissoon, Fred M Cutrer
Advancing toward precision migraine treatment: Predicting responses to preventive medications with machine learning models based on patient and migraine features. Headache (2024)
Gina M Dumkrieger, Ryotaro Ishii, Peter J Goadsby
Flexible modeling of headache frequency fluctuations in migraine with hidden Markov models. Headache (2024)
Chia-Chun Chiang, Man Luo, Gina M Dumkrieger, Shubham Trivedi, Yi-Chieh Chen, Chieh-Ju Chao, Todd J Schwedt, Abeed Sarker, Imon Banerjee
A large language model-based generative natural language processing framework fine-tuned on clinical notes accurately extracts headache frequency from electronic health records. Headache 64 (4) (2024)
Keiko Ihara, Gina M Dumkrieger, Pengfei Zhang, Tsubasa Takizawa, Todd J Schwedt, Chia-Chun Chiang
Application of Artificial Intelligence in the Headache Field. Current pain and headache reports (2024)
David J Whitaker, Gina M Dumkrieger, Joseph G Hentz, David W Dodick, Todd J Schwedt
Physical impairment during and between migraine attacks: A daily diary study of patients with chronic migraine. Cephalalgia : an international journal of headache 44 (4) (2024)
Simona Nikolova, Catherine Daniela Chong, Gina M Dumkrieger, Jing Li, Teresa Wu, Todd J Schwedt
Longitudinal differences in iron deposition in periaqueductal gray matter and anterior cingulate cortex are associated with response to erenumab in migraine. Cephalalgia : an international journal of headache 43 (2) (2023)
Lingchao Mao, Jing Li, Todd J Schwedt, Visar Berisha, Devin Nikjou, Teresa Wu, Gina M Dumkrieger, Katherine B Ross, Catherine Daniela Chong
Questionnaire and structural imaging data accurately predict headache improvement in patients with acute post-traumatic headache attributed to mild traumatic brain injury. Cephalalgia : an international journal of headache 43 (5) (2023)
Lingchao Mao, Jing Li, Todd J Schwedt, Visar Berisha, Devin Nikjou, Teresa Wu, Gina M Dumkrieger, Katherine B Ross, Catherine Daniela Chong
Questionnaire and structural imaging data accurately predict headache improvement in patients with acute post-traumatic headache attributed to mild traumatic brain injury. Cephalalgia : an international journal of headache 43 (5) (2023)
Simona Nikolova, Catherine Daniela Chong, Gina M Dumkrieger, Jing Li, Teresa Wu, Todd J Schwedt
Longitudinal differences in iron deposition in periaqueductal gray matter and anterior cingulate cortex are associated with response to erenumab in migraine. Cephalalgia : an international journal of headache 43 (2) (2023)
Catherine D Chong, Visar Berisha, Katherine Ross, Mazher Kahn, Gina M Dumkrieger, Todd J Schwedt
Distinguishing persistent post-traumatic headache from migraine: Classification based on clinical symptoms and brain structural MRI data. Cephalalgia : an international journal of headache 41 (8) (2021)
Ryotaro Ishii, Todd J Schwedt, Meesha Trivedi, Gina M Dumkrieger, Melissa M Cortez, K C Brennan, Kathleen B Digre, David W Dodick
Mild traumatic brain injury affects the features of migraine. The journal of headache and pain 22 (1) (2021)
Meesha Trivedi, Gina M Dumkrieger, Catherine Daniela Chong, David W Dodick, Todd J Schwedt
Impact of abuse on migraine-related sensory hypersensitivity symptoms: Results from the American Registry for Migraine Research. Headache 61 (5) (2021)
Simona Nikolova, Todd J Schwedt, Jing Li, Teresa Wu, Gina M Dumkrieger, Katherine B Ross, Visar Berisha, Catherine Daniela Chong
T2* reduction in patients with acute post-traumatic headache. Cephalalgia : an international journal of headache (2021)
Gina M Dumkrieger, Catherine D Chong, Katherine Ross, Visar Berisha, Todd J Schwedt
Static and dynamic functional connectivity differences between migraine and persistent post-traumatic headache: A resting-state magnetic resonance imaging study. Cephalalgia : an international journal of headache 39 (11) (2019)