Research output per year
Research output per year
Personal profile
Research
My ongoing projects focus on: 1) Predicting neurodevelopmental disorders and testing hypotheses about brain differences in these disorders.2) Predicting responses to medications used to treat psychiatric disorders. 3) Studying genetic and environmental interactions contributing to suicidal behavior.
Profile
As a medical doctor specializing in psychiatry, my research focuses on bridging psychiatric diagnosis and treatment with data science. I study the nature and causes of mental disorders, with ongoing research in psychiatric genetics and psychopharmacology. My current focus is on applying data-driven computational models, including classical machine learning and deep learning.
Areas of expertise
- Psychiatric Genetic
- Machine learning
- Big data
- Electronic Health Data
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Collaborations and top research areas from the last five years
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Research output
- 7 Journal article
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Association Between Maternal Genome-Wide Polygenic Scores for Psychiatric and Neurodevelopmental Disorders and Adverse Perinatal Events: A Danish Population-Based Study
Ge, F., Wang, Y., Liu, X., Munk-Olsen, T., Madsen, K. B., Pedersen, E. M., Albiñana, C., Agerbo, E., Bulik, C. M., Petersen, L. V., Valdimarsdottir, U. A. & Vilhjálmsson, B. J., Jan 2026, In: Biological Psychiatry Global Open Science. 6, 1, 100613.Research output: Journal article › Research › peer-review
Open Access -
Adverse childhood experiences, mental distress, and autoimmune disease in adult women: findings from two large cohort studies
Köhler-Forsberg, O., Ge, F., Aspelund, T., Wang, Y., Fang, F., Tomasson, G., Thordadottir, E., Hauksdóttir, A., Song, H. & Valdimarsdottir, U. A., 11 Feb 2025, In: Psychological Medicine. 55, p. e36 e36.Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review
Open Access3 Citations (Scopus) -
Adverse Childhood Experiences and Mental Health Outcomes Among Sexual Minority Women: A Population-Based Study
Ge, F., Hauksdóttir, A., Song, H., Lu, D., Tómasson, G., Rúnarsdóttir, H., Bjarnadóttir, M. D., Jakobsdóttir, J., Fang, F., Aspelund, T., Valdimarsdóttir, U. A. & Thordardottir, E. B., 15 Sept 2025, (E-pub / Early view) In: LGBT health.Research output: Journal article › Research › peer-review
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Biological rhythm patterns and internalising disorders among children and adolescents: A cross-sectional study
Wang, Y., Wang, P., Tousey-Pfarrer, M., Ran, M., Ge, F. & Zhang, J., 21 Jun 2025, In: BMJ Open. 15, 6, e085703.Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review
Open Access -
Contrasting Risk Profiles for Suicide Attempt and Suicide Using Danish Registers and Genetic Data
Ge, F., Wang, Y., Agerbo, E., Köhler-Forsberg, O., Bulik, C. M., Petersen, L. V. & Vilhjálmsson, B. J., 21 Oct 2025, (E-pub / Early view) In: JAMA Psychiatry.Research output: Journal article › Research › peer-review