Leo Lahti
Professor
leo.lahti@utu.fi +358 29 450 2390 +358 50 436 4626 Vesilinnantie 5 Turku Office: 452E ORCID identifier: https://orcid.org/0000-0001-5537-637X |
Data science; AI; Machine Learning; Applied statistics; Statistical programming; Probabilistic models; Complex natural and social systems; Microbial ecology; Computational humanities; Open knowledge
Leo Lahti is professor in Data Science in University of Turku, Finland. His research team focuses on computational analysis and modeling of complex natural and social systems. Lahti obtained doctoral degree (DSc) from Aalto University in Finland (2010), developing probabilistic machine learning methods for high-throughput life science data integration. This was followed by subsequent postdoctoral research at EBI/Hinxton (UK), Wageningen University (NL), and VIB/KU Leuven (BE). Lahti has coordinated international networks in data science methods and applications and organizes international data science training events on a regular basis. He is vice chair for the national coordination on open science Finland, executive committee member for the International Science Council Committee on Data (2023-2025), member of the global Bioconductor Community Advisory Board, and founder of the open science work group of Open Knowledge Finland ry. For more information, see the research homepage iki.fi/Leo.Lahti
Computational scientist focusing on change in complex natural and social systems, and how they can be understood through a computational lens.
Computational and data science, statistical and probabilistic programming, machine learning, AI, applied statistics, ecological models, open science
- Diet, perceived intestinal well-being and compositions of fecal microbiota and short chain fatty acids in oat-using subjects with celiac disease or gluten sensitivity (2020)
- Nutrients
(A1 Refereed original research article in a scientific journal) - Eicosanoid Inflammatory Mediators Are Robustly Associated With Blood Pressure in the General Population (2020)
- Journal of the American Heart Association
(A1 Refereed original research article in a scientific journal) - Gut Microbiota and Host Gene Mutations in Colorectal Cancer Patients and Controls of Iranian and Finnish Origin (2020)
- Anticancer Research
(A1 Refereed original research article in a scientific journal) - Intestinal microbiota analysis supports inclusion of gluten-free oats to diet of subjects with celiac disease or gluten sensitivity (2020)
- Proceedings of the Nutrition Society
(Other publication) - Maternal prenatal psychological distress and hair cortisol levels associate with infant fecal microbiota composition at 2.5 months of age (2020)
- Psychoneuroendocrinology
(A1 Refereed original research article in a scientific journal) - Partial restoration of normal intestinal microbiota in morbidly obese women six months after bariatric surgery (2020)
- PeerJ
(A1 Refereed original research article in a scientific journal) - Prebiotic Xylo-Oligosaccharides Ameliorate High-Fat-Diet-Induced Hepatic Steatosis in Rats (2020)
- Nutrients
(A1 Refereed original research article in a scientific journal) - Quantifying bias and uncertainty in historical data collections with probabilistic programming (2020)
- CEUR Workshop Proceedings
(A4 Refereed article in a conference publication ) - Unsupervised hierarchical clustering identifies a metabolically challenged subgroup of hypertensive individuals (2020)
- Journal of Clinical Hypertension
(A1 Refereed original research article in a scientific journal) - Wrangling with non-standard data (2020)
- CEUR Workshop Proceedings
(A4 Refereed article in a conference publication ) - Analytical determination of editions from bibliographic metadata (2019)
- Studia Humaniora Ouluensia
(A3 Refereed book chapter or chapter in a compilation book) - A National Public Sphere? Analyzing the Language, Location, and Form of Newspapers in Finland, 1771–1917 (2019)
- Journal of European Periodical Studies
(A1 Refereed original research article in a scientific journal) - A Quantitative Approach to Book-Printing in Sweden and Finland, 1640–1828 (2019)
- Historical Methods: A Journal of Quantitative and Interdisciplinary History
(A1 Refereed original research article in a scientific journal) - Best practices in bibliographic data science (2019)
- Studia Humaniora Ouluensia
(A3 Refereed book chapter or chapter in a compilation book) - Bibliographic Data Science and the History of the Book (c. 1500–1800) (2019)
- Cataloging and Classification Quarterly
(A1 Refereed original research article in a scientific journal) - Gut microbiota composition is associated with temperament traits in infants (2019)
- Brain, Behavior, and Immunity
(A1 Refereed original research article in a scientific journal) - Integrating open science in the humanities: the case of computational history (2019)
- Data Dialogues
(E1 Popularised article) - Interdisciplinary collaboration in studying newspaper materiality (2019)
- CEUR Workshop Proceedings
(A4 Refereed article in a conference publication ) - Microbial communities in a dynamic in vitro model for the human ileum resemble the human ileal microbiota (2019)
- FEMS Microbiology Ecology
(A1 Refereed original research article in a scientific journal) - Microbiome data science (2019)
- Journal of Biosciences
(A2 Refereed review article in a scientific journal )