Cover Image

Outcome and biomarker supervised deep learning for survival prediction in two multicenter breast cancer series

Show other versions (1)

Background: Prediction of clinical outcomes for individual cancer patients is an important step in the disease diagnosis and subsequently guides the treatment and patient counseling. In this work, we develop and evaluate a joint outcome and biomarker supervised (estrogen receptor expression and ERBB...

Full description

Saved in:

Bibliographic Details
Main Authors:	Dmitrii Bychkov (Author), Heikki Joensuu (Author), Stig Nordling (Author), Aleksei Tiulpin (Author), Hakan Kücükel (Author), Mikael Lundin (Author), Harri Sihto (Author), Jorma Isola (Author), Tiina Lehtimäki (Author), Pirkko-Liisa Kell (Author), Karl von Smitten (Author), Johan Lundin (Author), Nina Linder (Author)
Format:	Book
Published:	Elsevier, 2022-01-01T00:00:00Z.
Subjects:	article
Online Access:	Connect to this object online.
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Outcome and biomarker supervised deep learning for survival prediction in two multicenter breast cancer series
by: Dmitrii Bychkov, et al.
Published: (2022)

Correction: Web-Based Virtual Microscopy for Parasitology: A Novel Tool for Education and Quality Assurance.
by: Ewert Linder, et al.
Published: (2008)

Web-based virtual microscopy for parasitology: a novel tool for education and quality assurance.
by: Ewert Linder, et al.
Published: (2008)

Effect of image compression and scaling on automated scoring of immunohistochemical stainings and segmentation of tumor epithelium
by: Konsti Juho, et al.
Published: (2012)

Identification of tumor epithelium and stroma in tissue microarrays using texture analysis
by: Linder Nina, et al.
Published: (2012)

Antibody-supervised deep learning for quantification of tumor-infiltrating immune cells in hematoxylin and eosin stained breast cancer samples
by: Riku Turkki, et al.
Published: (2016)

On-chip imaging of Schistosoma haematobium eggs in urine for diagnosis by computer vision.
by: Ewert Linder, et al.
Published: (2013)

Exploring viewing behavior data from whole slide images to predict correctness of students' answers during practical exams in oral pathology
by: Slawomir Walkowski, et al.
Published: (2015)

Point-of-care mobile digital microscopy and deep learning for the detection of soil-transmitted helminths and Schistosoma haematobium
by: Oscar Holmström, et al.
Published: (2017)

Five years of experience teaching pathology to dental students using the WebMicroscope
by: Lundin Mikael, et al.
Published: (2011)

Diagnosis of soil-transmitted helminth infections with digital mobile microscopy and artificial intelligence in a resource-limited setting.
by: Johan Lundin, et al.
Published: (2024)

External validation of a deep learning-based algorithm for detection of tall cells in papillary thyroid carcinoma: A multicenter study
by: Sebastian Stenman, et al.
Published: (2024)

Chapter Targeted Metabolomics for Clinical Biomarker Discovery in Multifactorial Diseases
by: Lundin, Ulrika
Published: (2011)

Chapter Targeted Metabolomics for Clinical Biomarker Discovery in Multifactorial Diseases
by: Lundin, Ulrika
Published: (2011)

Human Factors and Interactive Communications Technologies
by: Roy Lundin
Published: (2009)

Formalization of Banking Supervision 19th-20th Centuries /
by: Hotori, Eiji, et al.
Published: (2022)

Medical mobile technologies - what is needed for a sustainable and scalable implementation on a global scale?
by: Johan Lundin, et al.
Published: (2017)

Commentary: Managing Virtual Hybrid Psychiatrist-Patient Relationships in a Digital World
by: Robert M. Lundin, et al.
Published: (2021)

Validity of Digital Imaging of Fiber-Optic Transillumination in Caries Detection on Proximal Tooth Surfaces
by: Marja-Liisa Laitala, et al.
Published: (2017)

Eccrine Porocarcinoma: Clinical and Histopathological Study of 14 Patients with Special Emphasis on Sentinel Lymph Node Biopsy
by: Anna-Stiina Meriläinen, et al.
Published: (2023)

Experiences of professional support during pregnancy and childbirth - a qualitative study of women with type 1 diabetes
by: Sparud-Lundin Carina, et al.
Published: (2009)

Extraordinary exposed in early motherhood - a qualitative study exploring experiences of mothers with type 1 diabetes
by: Berg Marie, et al.
Published: (2011)

Psychological predictors of intention and avoidance of attending organized mammography screening in Norway: applying the Extended Parallel Process Model
by: Anna Ivanova, et al.
Published: (2021)

End-of-life care for people with advanced dementia and pain: a qualitative study in Swedish nursing homes
by: Emma Lundin, et al.
Published: (2021)

Towards Optimising the Organisational and Educational Effectiveness of Videoconferencing for Vocational Education
by: Stephen Towers, et al.
Published: (1997)

Language interpretation conditions and boundaries in multilingual and multicultural emergency healthcare
by: Christina Lundin, et al.
Published: (2018)

Amalgam Tattoo Mimicking Mucosal Melanoma: A Diagnostic Dilemma Revisited
by: K. Lundin, et al.
Published: (2013)

Ritual, Reform and Resistance in the Schoolified University. On the dangers of faith in education and the pleasures of pretending to taking it seriously
by: Sverker Lundin, et al.
Published: (2018)

Physical activity, body mass index and heart rate variability-based stress and recovery in 16 275 Finnish employees: a cross-sectional study
by: Tiina Föhr, et al.
Published: (2016)

A proof-of-concept study on mortality prediction with machine learning algorithms using burn intensive care data
by: Jian Fransén, et al.
Published: (2022)

Breastfeeding and its impact on daily life in women with type 1 diabetes during the first six months after childbirth: a prospective cohort study
by: Berg Marie, et al.
Published: (2012)

Has the association between low school performance and the risk of disability benefit due to mental disorders become stronger over time?
by: Beata Jablonska, et al.
Published: (2019)

A longitudinal follow-up of posttraumatic stress: from 9 months to 20 years after a major road traffic accident
by: Rydelius Per-Anders, et al.
Published: (2011)

Implementation of The Tiered Supervision as a Supervision Function
by: Retno Wahyu Nugrahini, et al.
Published: (2020)

Association of travel time with mental health service use in primary health care according to contact type - a register-based study in Kainuu, Finland
by: Tiina Lankila, et al.
Published: (2022)

Higher number of steps and breaks during sedentary behaviour are associated with better lipid profiles
by: Sonja Aho, et al.
Published: (2021)

Exploring pharmacists' perspectives about substandard and falsified medical products through interviews
by: A. Persson, et al.
Published: (2024)

Bridging the gaps of social and health care with the means of eHealth and telemedicine
by: Pirkko Kouri, et al.
Published: (2023)

Periodontal Disease and Bacterial Vaginosis Increase the Risk for Adverse Pregnancy Outcome
by: Juha Oittinen, et al.
Published: (2005)

Periodontal Disease and Bacterial Vaginosis Increase the Risk for Adverse Pregnancy Outcome
by: Jorma Paavonen, et al.
Published: (2005)