Leo Lahti profile picture
Leo
Lahti
Associate Professor, Data-analytiikka
Academy Research Fellow, Data-analytiikka
Associate Professor

Contact

+358 29 450 2390
+358 50 436 4626

Biography

Computational scientist.

Publications

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Applications of Machine Learning in Human Microbiome Studies: A Review on Feature Selection, Biomarker Identification, Disease Prediction and Treatment (2021)

Frontiers in Microbiology
Marcos-Zambrano LJ, Karaduzovic-Hadziabdic K, Turukalo TL, Przymus P, Trajkovik V, Aasmets O, Berland M, Gruca A, Hasic J, Hron K, Klammsteiner T, Kolev M, Lahti L, Lopes MB, Moreno V, Naskinova I, Org E, Paciencia I, Papoutsoglou G, Shigdel R, Stres B, Vilne B, Yousef M, Zdravevski E, Tsamardinos I, Pau ECD, Claesson MJ, Moreno-Indias I, Truu J; on behalf of ML4Microbiome
(A2 Katsausartikkeli tieteellisessä aikauslehdessä)

Taxonomic signatures of cause-specific mortality risk in human gut microbiome (2021)

Nature Communications
Salosensaari, Aaro, Laitinen Ville, Havulinna Aki S., Meric Guillaume, Cheng Susan, Perola Markus, Valsta Liisa, Alfthan Georg, Inouye Michael, Watrous Jeramie D., Long Tao, Salido Rodolfo A., Sanders Karenina, Brennan Caitriona, Humphrey Gregory C., Sanders Jon G., Jain Mohit, Jousilahti Pekka, Salomaa Veikko, Knight Rob, Lahti Leo, Niiranen Teemu
(A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä)

Statistical and Machine Learning Techniques in Human Microbiome Studies: Contemporary Challenges and Solutions (2021)

Frontiers in Microbiology
Moreno-Indias I, Lahti L, Nedyalkova M, Elbere I, Roshchupkin G, Adilovic M, Aydemir O, Bakir-Gungor B, Pau ECD, D'Elia D, Desai MS, Falquet L, Gundogdu A, Hron K, Klammsteiner T, Lopes MB, Marcos-Zambrano LJ, Marques C, Mason M, May P, Pasic L, Pio G, Pongor S, Promponas VJ, Przymus P, Saez-Rodriguez J, Sampri A, Shigdel R, Stres B, Suharoschi R, Truu J, Truica CO, Vilne B, Vlachakis D, Yilmaz E, Zeller G, Zomer AL, Gomez-Cabrero D, Claesson MJ; on behalf of ML4Microbiome
(A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä)