Nuclei instance segmentation from histopathology images using Bayesian dropout based deep learning

por Gudhe, Naga Raju, Kosma, Veli-Matti, Behravan, Hamid, Mannermaa, Arto
Publicado 2023

High regional mortality due to malignant melanoma in Eastern Finland may be explained by the increase in aggressive melanoma types

por Suhonen, Ville, Rummukainen, Jaana, Siiskonen, Hanna, Mannermaa, Arto, Harvima, Ilkka T.
Publicado 2021

SULT1A1 rs9282861 polymorphism-a potential modifier of efficacy of the systemic adjuvant therapy in breast cancer?

por Tengström, Maria, Mannermaa, Arto, Kosma, Veli-Matti, Hirvonen, Ari, Kataja, Vesa
Publicado 2012

Predicting breast cancer risk using interacting genetic and demographic factors and machine learning

por Behravan, Hamid, Hartikainen, Jaana M., Tengström, Maria, Kosma, Veli–Matti, Mannermaa, Arto
Publicado 2020

Overexpression of MicroRNA-200c Predicts Poor Outcome in Patients with PR-Negative Breast Cancer

por Tuomarila, Marie, Luostari, Kaisa, Soini, Ylermi, Kataja, Vesa, Kosma, Veli-Matti, Mannermaa, Arto
Publicado 2014

High Cell-Free DNA Integrity Is Associated with Poor Breast Cancer Survival

por Lamminaho, Maria, Kujala, Jouni, Peltonen, Hanna, Tengström, Maria, Kosma, Veli-Matti, Mannermaa, Arto
Publicado 2021

γ-Secretase Components as Predictors of Breast Cancer Outcome

por Peltonen, Hanna M., Haapasalo, Annakaisa, Hiltunen, Mikko, Kataja, Vesa, Kosma, Veli-Matti, Mannermaa, Arto
Publicado 2013

High mutation burden of circulating cell‐free DNA in early‐stage breast cancer patients is associated with a poor relapse‐free survival

por Kujala, Jouni, Hartikainen, Jaana M., Tengström, Maria, Sironen, Reijo, Kosma, Veli‐Matti, Mannermaa, Arto
Publicado 2020

The debatable presence of PIWI‐interacting RNAs in invasive breast cancer

por Kärkkäinen, Emmi, Heikkinen, Sami, Tengström, Maria, Kosma, Veli‐Matti, Mannermaa, Arto, Hartikainen, Jaana M.
Publicado 2021

Expression profiles of small non-coding RNAs in breast cancer tumors characterize clinicopathological features and show prognostic and predictive potential

por Kärkkäinen, Emmi, Heikkinen, Sami, Tengström, Maria, Kosma, Veli-Matti, Mannermaa, Arto, Hartikainen, Jaana M.
Publicado 2022

Machine learning identifies interacting genetic variants contributing to breast cancer risk: A case study in Finnish cases and controls

por Behravan, Hamid, Hartikainen, Jaana M., Tengström, Maria, Pylkäs, Katri, Winqvist, Robert, Kosma, Veli–Matti, Mannermaa, Arto
Publicado 2018

Multi-level dilated residual network for biomedical image segmentation

por Gudhe, Naga Raju, Behravan, Hamid, Sudah, Mazen, Okuma, Hidemi, Vanninen, Ritva, Kosma, Veli-Matti, Mannermaa, Arto
Publicado 2021

Circulating Cell-Free DNA Reflects the Clonal Evolution of Breast Cancer Tumors

por Kujala, Jouni, Hartikainen, Jaana M., Tengström, Maria, Sironen, Reijo, Auvinen, Päivi, Kosma, Veli-Matti, Mannermaa, Arto
Publicado 2022

Area-based breast percentage density estimation in mammograms using weight-adaptive multitask learning

por Gudhe, Naga Raju, Behravan, Hamid, Sudah, Mazen, Okuma, Hidemi, Vanninen, Ritva, Kosma, Veli-Matti, Mannermaa, Arto
Publicado 2022

Transcription factors zeb1, twist and snai1 in breast carcinoma

por Soini, Ylermi, Tuhkanen, Hanna, Sironen, Reijo, Virtanen, Ismo, Kataja, Vesa, Auvinen, Päivi, Mannermaa, Arto, Kosma, Veli-Matti
Publicado 2011

Type II Transmembrane Serine Protease Gene Variants Associate with Breast Cancer

por Luostari, Kaisa, Hartikainen, Jaana M., Tengström, Maria, Palvimo, Jorma J., Kataja, Vesa, Mannermaa, Arto, Kosma, Veli-Matti
Publicado 2014

Histone demethylase GASC1 - a potential prognostic and predictive marker in invasive breast cancer

por Berdel, Bozena, Nieminen, Kaisa, Soini, Ylermi, Tengström, Maria, Malinen, Marjo, Kosma, Veli-Matti, Palvimo, Jorma J, Mannermaa, Arto
Publicado 2012

Nuclear expression of Snail1 in borderline and malignant epithelial ovarian tumours is associated with tumour progression

por Tuhkanen, Hanna, Soini, Ylermi, Kosma, Veli-Matti, Anttila, Maarit, Sironen, Reijo, Hämäläinen, Kirsi, Kukkonen, Laura, Virtanen, Ismo, Mannermaa, Arto
Publicado 2009

Twist and snai1 expression in pharyngeal squamous cell carcinoma stroma is related to cancer progression

por Jouppila-Mättö, Anna, Närkiö-Mäkelä, Mervi, Soini, Ylermi, Pukkila, Matti, Sironen, Reijo, Tuhkanen, Hanna, Mannermaa, Arto, Kosma, Veli-Matti
Publicado 2011

Low expression levels of hepsin and TMPRSS3 are associated with poor breast cancer survival

por Pelkonen, Mikko, Luostari, Kaisa, Tengström, Maria, Ahonen, Hermanni, Berdel, Bozena, Kataja, Vesa, Soini, Ylermi, Kosma, Veli-Matti, Mannermaa, Arto
Publicado 2015