Personal profile
Short presentation
My research focus is statistical modelling and machine learning and statistical evaluation of machine learning and AI. I have special interests in low resource domains, trustworthy, explainable and fair modelling within health, mental health, and life science applications.
Current research
I am currently looking for a postdoc to pursue research wihtin foundation models for mental health applications. The work is with collaborators in the Danish Psychiatry, two startups, The Alexandra Institute, Univeristy Hospital Zurich, and The technical University of Denmark. We will work with multi modalities (speech, vision, wearables) and consider low resource domains (out-of-distribution shifts), and fair modeling. Please apply here: https://candidate.hr-manager.net/ApplicationInit.aspx/?cid=1307&departmentId=18973&ProjectId=164796&MediaId=5&SkipAdvertisement=false
External positions
Co-founder, CSO, Interhuman AI
Keywords
- Faculty of Science
- Statistical learning
- Computational statistics
- Machine learning
- machine learning fairness
- Low resource modeling
- Statistical evaluation
-
Development and external validation of machine learning approaches for risk prediction of cardiovascular disease in individuals with schizophrenia: a nationwide Swedish and Danish study
Nielsen, S. D., Dobrosavljevic, M., Andell, P., Chang, Z., Clemmensen, L. K. H., Larsson, H. & Benros, M. E., 2026, In: BMJ mental health. 29, 1, 8 p., e301964.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile1 Citation (Scopus)4 Downloads (Pure) -
Machine learning applied to echocardiographic deformation curves for prediction of heart failure and cardiovascular death
Simonsen, J. Ø., Højlund, R., Modin, D., Skaarup, K. G., Olsen, F. J., Christensen, J., Lassen, M. C. H., Johansen, N. D., Sánchez-Martínez, S., Claggett, B. L., Marott, J. L., Jensen, M. T., Jensen, G. B., Schnohr, P., Møgelvang, R., Diederichsen, S. Z., Xing, L. Y., Køber, L., Svendsen, J. H. & Rasmussen, S. & 3 others, , 2026, In: International Journal of Cardiology. 455, 9 p., 134481.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile3 Downloads (Pure) -
An Exploration of Interpretable Deep Learning Models for the Assessment of Mild Cognitive Impairment
Leschly, E. C. L., Roesler, O., Neumann, M., Liscombe, J., Hosamath, A., Arbatti, L., Clemmensen, L. H., Ganz, M. & Ramanarayanan, V., 2025, Interspeech 2025 - Proceedings. International Speech Communication Association (ISCA), p. 271-275 (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile27 Downloads (Pure) -
A yeast mating platform for multiplex screening of fungal GPCR–ligand interactions
Schiesaro, G., Mariscal, M., Jönsson, M., Tenente, R., Sørensen, M. B., Wäneskog, M., Aguilar-Pontes, M. V., Undabarrena, A., Deichmann, M., Hoch-Schneider, E. E., Kandasamy, V., Frimurer, T. M., Di Pietro, A., Harder Clemmensen, L. K., Jensen, M. K. & Damgaard Jensen, E., 2025, In: Proceedings of the National Academy of Sciences of the United States of America. 122, 43, 12 p., e2521198122.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile1 Citation (Scopus)12 Downloads (Pure) -
Comparing gene-gene co-expression network approaches for the analysis of cell differentiation and specification on scRNAseq data
Pavel, A., Grønberg, M. G. & Clemmensen, L. H., 2025, In: Computational and Structural Biotechnology Journal. 27, p. 2747-2756 10 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile25 Downloads (Pure) -
Computationally derived parent-child interaction patterns and oxytocin in children with and without OCD
Mora-Jensen, A. R. C., Thoustrup, C. L., Lebowitz, E. R., Hagstrøm, J., Pretzmann, L., Korsbjerg, N. L. J., Thorsen, E. D., Uhre, V. F., Christensen, S. H., Uhre, C., Ritter, M., Plessen, K. J., Pagsberg, A. K., Clemmensen, L. K. H. & Lønfeldt, N. N., 2025, In: Journal of Anxiety Disorders. 111, 9 p., 102996.Research output: Contribution to journal › Journal article › Research › peer-review
1 Citation (Scopus) -
Exploring crop health and its associations with fungal soil microbiome composition using machine learning applied to remote sensing data
Sørensen, M. B., Faurdal, D., Schiesaro, G., Jensen, E. D., Jensen, M. K. & Clemmensen, L. K. H., 2025, In: Communications Earth and Environment. 6, 1, 14 p., 355.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile4 Citations (Scopus)29 Downloads (Pure) -
Family-based cognitive behavioral therapy versus family-based psychoeducation and relaxation training for obsessive-compulsive disorder in children and adolescents: a randomized clinical trial (TECTO)
Pagsberg, A. K., Lønfeldt, N. N., Thoustrup, C. L., Korsbjerg, N. L. J., Uhre, C. F., Christensen, S. H., Uhre, V. F., Mora-Jensen, A.-R. C., Ritter, M., Pretzmann, L., Ingstrup, H. K., Moltke, B. B., Harboe, G. S., Thorsen, E. D., Clemmensen, L. K. H., Lindschou, J., Engstrøm, J., Gluud, C., Siebner, H. R. & Thomsen, P. H. & 9 others, , 2025, In: European Child and Adolescent Psychiatry. 34, 12, p. 3955-3971Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile1 Citation (Scopus)7 Downloads (Pure)