Biomarkers for Immunotherapy of Oral Squamous Cell Carcinoma: Current Status and Challenges by Alhadi Almangush, Alhadi Almangush, Alhadi Almangush, Alhadi Almangush, Alhadi Almangush, Ilmo Leivo, Ilmo Leivo, Antti A. Mäkitie, Antti A. Mäkitie, Antti A. Mäkitie

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Machine learning explainability in nasopharyngeal cancer survival using LIME and SHAP by Rasheed Omobolaji Alabi, Mohammed Elmusrati, Ilmo Leivo, Alhadi Almangush, Antti A. Mäkitie

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Cancer cell line microarray as a novel screening method for identification of radioresistance biomarkers in head and neck squamous cell carcinoma by Johannes Routila, Karri Suvila, Reidar Grénman, Ilmo Leivo, Jukka Westermarck, Sami Ventelä

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Expression of toll-like receptors in non-endemic nasopharyngeal carcinoma by Miia Ruuskanen, Ilmo Leivo, Heikki Minn, Tero Vahlberg, Caj Haglund, Jaana Hagström, Heikki Irjala

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Comprehensive genomic profiling of Finnish lung adenocarcinoma cohort reveals high clinical actionability and SMARCA4 altered tumors with variable histology and poor prognosis by Eva-Maria Talvitie, Lassi Liljeroos, Heikki Vilhonen, Katri Orte, Ilmo Leivo, Markku Kallajoki, Pekka Taimen

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Tumor-Infiltrating Lymphocytes in Head and Neck Cancer: Ready for Prime Time? by Alhadi Almangush, Stijn De Keukeleire, Sylvie Rottey, Liesbeth Ferdinande, Tijl Vermassen, Ilmo Leivo, Antti A. Mäkitie

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Epidemiological Study of p16 Incidence in Head and Neck Squamous Cell Carcinoma 2005–2015 in a Representative Northern European Population by Mari Mylly, Linda Nissi, Teemu Huusko, Johannes Routila, Samuli Vaittinen, Heikki Irjala, Ilmo Leivo, Sami Ventelä

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Occurrence of Sinonasal Intestinal-Type Adenocarcinoma and Non-Intestinal-Type Adenocarcinoma in Two Countries with Different Patterns of Wood Dust Exposure by Ilmo Leivo, Reetta Holmila, Danièle Luce, Torben Steiniche, Michael Dictor, Pirjo Heikkilä, Kirsti Husgafvel-Pursiainen, Henrik Wolff

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Clinical significance of tumor-stroma ratio in head and neck cancer: a systematic review and meta-analysis by Alhadi Almangush, Rasheed Omobolaji Alabi, Giuseppe Troiano, Ricardo D. Coletta, Tuula Salo, Matti Pirinen, Antti A. Mäkitie, Ilmo Leivo

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The prognostic role of single cell invasion and nuclear diameter in early oral tongue squamous cell carcinoma by Alhadi Almangush, Jaana Hagström, Caj Haglund, Luiz Paulo Kowalski, Ricardo D. Coletta, Antti A. Mäkitie, Tuula Salo, Ilmo Leivo

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Cell-in-cell phenomenon associates with aggressive characteristics and cancer-related mortality in early oral tongue cancer by Alhadi Almangush, Antti A. Mäkitie, Jaana Hagström, Caj Haglund, Luiz Paulo Kowalski, Pentti Nieminen, Ricardo D. Coletta, Tuula Salo, Ilmo Leivo

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Improving Risk Stratification of Early Oral Tongue Cancer with TNM-Immune (TNM-I) Staging System by Alhadi Almangush, Ibrahim O. Bello, Ilkka Heikkinen, Jaana Hagström, Caj Haglund, Luiz Paulo Kowalski, Ricardo D. Coletta, Antti A. Mäkitie, Tuula Salo, Ilmo Leivo

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Tertiary lymphoid structures associate with improved survival in early oral tongue cancer by Alhadi Almangush, Ibrahim O. Bello, Amr Elseragy, Jaana Hagström, Caj Haglund, Luiz Paulo Kowalski, Pentti Nieminen, Ricardo D. Coletta, Antti A. Mäkitie, Tuula Salo, Ilmo Leivo

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Assessment of targeted therapy opportunities in sinonasal cancers using patient-derived functional tumor models by Noora Lehtinen, Janne Suhonen, Kiesha Rice, Eetu Välimäki, Mervi Toriseva, Johannes Routila, Perttu Halme, Melissa Rahi, Heikki Irjala, Ilmo Leivo, Markku Kallajoki, Matthias Nees, Teijo Kuopio, Sami Ventelä, Juha K. Rantala

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TSPO is a potential independent prognostic factor associated with cellular respiration and p16 in head and neck squamous cell carcinoma by Sanni Tuominen, Sanni Tuominen, Sanni Tuominen, Sanni Tuominen, Linda Nissi, Antti Kukkula, Antti Kukkula, Johannes Routila, Teemu Huusko, Ilmo Leivo, Heikki Minn, Heikki Irjala, Eliisa Löyttyniemi, Sami Ventelä, Maria Sundvall, Maria Sundvall, Maria Sundvall, Tove J. Grönroos, Tove J. Grönroos, Tove J. Grönroos

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