Improving performance in colorectal cancer histology decomposition using deep and ensemble machine learning.

Autor: Prezja F; University of Jyväskylä, Faculty of Information Technology, Jyväskylä, 40014, Finland., Annala L; University of Helsinki, Faculty of Science, Department of Computer Science, Helsinki, Finland.; University of Helsinki, Faculty of Agriculture and Forestry, Department of Food and Nutrition, Helsinki, Finland., Kiiskinen S; University of Jyväskylä, Faculty of Information Technology, Jyväskylä, 40014, Finland., Lahtinen S; University of Jyväskylä, Faculty of Information Technology, Jyväskylä, 40014, Finland.; University of Jyväskylä, Faculty of Mathematics and Science, Department of Biological and Environmental Science, Jyväskylä, 40014, Finland., Ojala T; University of Jyväskylä, Faculty of Information Technology, Jyväskylä, 40014, Finland., Ruusuvuori P; University of Turku, Institute of Biomedicine, Cancer Research Unit, Turku, 20014, Finland.; Turku University Hospital, FICAN West Cancer Centre, Turku, 20521, Finland., Kuopio T; University of Jyväskylä, Department of Biological and Environmental Science, Jyväskylä, 40014, Finland.; Hospital Nova of Central Finland, Department of Pathology, Jyväskylä, 40620, Finland.

Publikováno v: Heliyon [Heliyon] 2024 Sep 10; Vol. 10 (18), pp. e37561. Date of Electronic Publication: 2024 Sep 10 (Print Publication: 2024).

Complications and outcome after free flap surgery for cancer of the head and neck

Autor: Lahtinen, S., Koivunen, P., Ala-Kokko, T., Kaarela, O., Ohtonen, P., Laurila, P., Liisanantti, J.H.

Publikováno v: In British Journal of Oral & Maxillofacial Surgery October 2018 56(8):684-691

Quality of life in head and neck cancer patients at 5 years after free flap reconstruction: a significant decline during the follow-up.

Autor: Lahtinen S; Department of Anesthesiology, Oulu University Hospital (OYS), P.O. BOX 21, 90029, Oulu, Finland.; Research Group of Surgery, Anesthesiology and Intensive Care, MRC Oulu, Oulu, Finland., Molnár K; Department of Anesthesiology, Oulu University Hospital (OYS), P.O. BOX 21, 90029, Oulu, Finland.; Research Group of Surgery, Anesthesiology and Intensive Care, MRC Oulu, Oulu, Finland., Hietanen S; Research Group of Surgery, Anesthesiology and Intensive Care, MRC Oulu, Oulu, Finland., Koivunen P; Department of Otorhinolaryngology and Head and Neck Surgery, Oulu University Hospital, Oulu, Finland.; PEDEGO Research Unit, MRC Oulu, Oulu, Finland., Ohtonen P; Research Group of Surgery, Anesthesiology and Intensive Care, MRC Oulu, Oulu, Finland.; Department of Operative Care, Oulu University Hospital, Oulu, Finland., Alakärppä A; Department of Otorhinolaryngology and Head and Neck Surgery, Oulu University Hospital, Oulu, Finland.; PEDEGO Research Unit, MRC Oulu, Oulu, Finland., Liisanantti J; Department of Anesthesiology, Oulu University Hospital (OYS), P.O. BOX 21, 90029, Oulu, Finland. janne.liisanantti@ppshp.fi.; Research Group of Surgery, Anesthesiology and Intensive Care, MRC Oulu, Oulu, Finland. janne.liisanantti@ppshp.fi.

Publikováno v: European archives of oto-rhino-laryngology : official journal of the European Federation of Oto-Rhino-Laryngological Societies (EUFOS) : affiliated with the German Society for Oto-Rhino-Laryngology - Head and Neck Surgery [Eur Arch Otorhinolaryngol] 2022 Aug; Vol. 279 (8), pp. 4069-4075. Date of Electronic Publication: 2022 Jan 05.

Long-term mortality after endovascular thrombectomy for stroke

Autor: Junttola, U. (Ulla), Lahtinen, S. (Sanna), Isokangas, J.-M. (Juha-Matti), Hietanen, S. (Siiri), Vakkala, M. (Merja), Kaakinen, T. (Timo), Liisanantti, J. (Janne)

Publikováno v: Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association. 31(12)

Objectives: Endovascular thrombectomy (EVT) has become the standard treatment for large vessel occlusion (LVO) in acute ischemic stroke. Stroke trials typically report clinical outcome at the three-month time point but there is a lack of studies focu

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f08209c3035623398b17535bd3c61a68
https://pubmed.ncbi.nlm.nih.gov/36257143

Improved accuracy in colorectal cancer tissue decomposition through refinement of established deep learning solutions.

Autor: Prezja F; Faculty of Information Technology, University of Jyväskylä, Jyväskylä, 40014, Finland. faprezja@jyu.fi.; Digital Health Intelligence Laboratory, University of Jyväskylä, Jyväskylä, 40014, Finland. faprezja@jyu.fi., Äyrämö S; Faculty of Information Technology, University of Jyväskylä, Jyväskylä, 40014, Finland.; Digital Health Intelligence Laboratory, University of Jyväskylä, Jyväskylä, 40014, Finland., Pölönen I; Faculty of Information Technology, University of Jyväskylä, Jyväskylä, 40014, Finland.; Spectral Imaging Laboratory, University of Jyväskylä, Jyväskylä, 40014, Finland., Ojala T; Faculty of Information Technology, University of Jyväskylä, Jyväskylä, 40014, Finland.; Digital Health Intelligence Laboratory, University of Jyväskylä, Jyväskylä, 40014, Finland., Lahtinen S; Faculty of Information Technology, University of Jyväskylä, Jyväskylä, 40014, Finland.; Department of Biological and Environmental Science, Faculty of Mathematics and Science, University of Jyväskylä, Jyväskylä, 40014, Finland., Ruusuvuori P; Institute of Biomedicine, Cancer Research Unit, University of Turku, Turku, 20014, Finland.; FICAN West Cancer Centre, Turku University Hospital, Turku, 20521, Finland., Kuopio T; Department of Education and Research, Hospital Nova of Central Finland, Jyväskylä, 40620, Finland.; Department of Biological and Environmental Science, University of Jyväskylä, Jyväskylä, 40014, Finland.; Department of Pathology, Hospital Nova of Central Finland, Jyväskylä, 40620, Finland.

Publikováno v: Scientific reports [Sci Rep] 2023 Sep 23; Vol. 13 (1), pp. 15879. Date of Electronic Publication: 2023 Sep 23.