"Äyrämö, Sami" - Selaus tekijän mukaan TUNICRIS-julkaisut
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An Automatic Method for Assessing Spiking of Tibial Tubercles Associated with Knee Osteoarthritis
Patron, Anri; Annala, Leevi; Lainiala, Olli; Paloneva, Juha; Äyrämö, Sami (10 / 2022)
articleEfficient and scalable early diagnostic methods for knee osteoarthritis are desired due to the disease’s prevalence. The current automatic methods for detecting osteoarthritis using plain radiographs struggle to identify ... -
Change of Direction Biomechanics in a 180-Degree Pivot Turn and the Risk for Noncontact Knee Injuries in Youth Basketball and Floorball Players
Leppänen, Mari; Parkkari, Jari; Vasankari, Tommi; Äyrämö, Sami; Kulmala, Juha Pekka; Krosshaug, Tron; Kannus, Pekka; Pasanen, Kati (2021)
article<p>Background: Studies investigating biomechanical risk factors for knee injuries in sport-specific tasks are needed. Purpose: To investigate the association between change of direction (COD) biomechanics in a ... -
Domain-specific transfer learning in the automated scoring of tumor-stroma ratio from histopathological images of colorectal cancer
Petäinen, Liisa; Väyrynen, Juha P.; Ruusuvuori, Pekka; Pölönen, Ilkka; Äyrämö, Sami; Kuopio, Teijo (05 / 2023)
articleTumor-stroma ratio (TSR) is a prognostic factor for many types of solid tumors. In this study, we propose a method for automated estimation of TSR from histopathological images of colorectal cancer. The method is based on ... -
H&E Multi-Laboratory Staining Variance Exploration with Machine Learning
Prezja, Fabi; Pölönen, Ilkka; Äyrämö, Sami; Ruusuvuori, Pekka; Kuopio, Teijo (08 / 2022)
article<p>In diagnostic histopathology, hematoxylin and eosin (H&E) staining is a critical process that highlights salient histological features. Staining results vary between laboratories regardless of the histopathological ... -
Integrative omics approaches to uncover liquid-based cancer-predicting biomarkers in Lynch syndrome
Kärkkäinen, Minta; Sievänen, Tero; Korhonen, Tia Marje; Tuomikoski, Joonas; Pylvänäinen, Kirsi; Äyrämö, Sami; Seppälä, Toni T.; Mecklin, Jukka Pekka; Laakkonen, Eija K.; Jokela, Tiina (2025)
articleLynch syndrome is a genetic cancer-predisposing syndrome caused by pathogenic mutations in DNA mismatch repair (path_MMR) genes. Due to the elevated cancer risk, novel screening methods, alongside current surveillance ... -
Multilabel segmentation of cancer cell culture on vascular structures with deep neural networks
Rahkonen, Samuli; Koskinen, Emilia; Pölönen, Ilkka; Heinonen, Tuula; Ylikomi, Timo; Äyrämö, Sami; Eskelinen, Matti A. (2020)
articleNew increasingly complex in vitro cancer cell models are being developed. These new models seem to represent the cell behavior in vivo more accurately and have better physiological relevance than prior models. An efficient ... -
No association between knee biomechanics during 90-degree cutting maneuver and future anterior cruciate ligament injury in female floorball players
Pasanen, Kati; Parkkari, Jari; Äyrämö, Sami; Vasankari, Tommi; Krosshaug, Tron; Leppänen, Mari (06 / 2025)
articleBackground: Young female floorball players are among the athletes at the highest risk of rupturing their anterior cruciate ligament in games and practices. Most anterior cruciate ligament injuries in female floorball occur ... -
Participant profiling on Twitch based on chat activity and message content
Lindroos, Jari; Toivanen, Ida; Peltonen, Jaakko; Välisalo, Tanja; Koskimaa, Raine; Äyrämö, Sami
CEUR Workshop Proceedings (2025)
conference


