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ICGI Articles

  • Prognostic and therapeutic implication of molecular classification including L1CAM expression in high-risk endometrial cancer

    Published: 14.11.2024

    Kleppe A, Lindemann K, Kildal W, Tobin KAR, Pradhan M, Vlatcovic L, Isaksen M, Danielsen HE, Askautrud HA, Kristensen GB

    Gynecol Oncol. 2024 Nov 15:192:80-88

    PubMed 39549540

  • Deep learning for automated scoring of immunohistochemically stained tumour tissue sections - Validation across tumour types based on patient outcomes

    Published: 14.07.2024

    Kildal W, Cyll K, Kalsnes J, Islam R, Julbø FM, Pradhan M, Ersvær E, Shepherd N, Vlatkovic L, OSBREAC, Tekpli X, Garred Ø, Kristensen GB, Askautrud HA, Hveem TS, Danielsen HE, OSBREAC - Oslo Breast Cancer Consortium (2024)

    Heliyon. 2024 Jul 15; 10(13): e32529.

    PubMed 39040241

  • Is Risk-Stratifying Patients with Colorectal Cancer Using a Deep Learning-Based Prognostic Biomarker Cost-Effective?

    Published: 06.04.2024

    Kenseth A, Kantorova D, Seo MK, Aas E, Cairns J, Kerr D, Askautrud H, Jacobsen JE

    Pharmacoeconomics, 42 (6), 679-691

    PubMed 38584239

  • Guidelines for study protocols describing predefined validations of prediction models in medical deep learning and beyond

    Published: 14.01.2024

    Kleppe A, Skrede O-J, Liestøl K, Kerr DJ, Danielsen HE

    Nature Machine Intelligence (2024)

  • Are nuclear masks all you need for improved out-of-domain generalisation? A closer look at cancer classification in histopathology

    Published: 14.01.2024

  • A clinical decision support system optimising adjuvant chemotherapy for colorectal cancers by integrating deep learning and pathological staging markers: a development and validation study

    Published: 10.08.2022

    Kleppe A, Skrede O-J, deRaedt S, Hveem TS, Askautrud HA, Jacobsen J, Church DN, Nesbakken A, Shepherd NA, Novelli M, Kerr R,  Liestøl K, Kerr DJ, Danielsen HE

    Lancet Oncol23 (9)1221-1232

    PubMed 35964620

  • Area under the curve may hide poor generalisation to external datasets

    Published: 05.04.2022

  • The Essentials of Multiomics

    Published: 21.02.2022

    Marshall JL, Peshkin BN, Yoshino T, Vowinckel J, Danielsen HE, Melino G, Tsamardinos I, Haudenschild C, Kerr DJ, Sampaio C, Rha SY, FitzGerald KT, Holland EC, Gallagher D, Garcia-Foncillas J, Juhl H

    Oncologist, 27 (4), 272-284

    PubMed 35380712

  • PTEN and DNA Ploidy Status by Machine Learning in Prostate Cancer

    Published: 28.08.2021

    Cyll K, Kleppe A, Kalsnes J, Vlatkovic L, Pradhan M, Kildal W, Tobin KAR, Reine TM, Wæhre H, Brennhovd B, Askautrud HA, Skaaheim Haug E, Hveem TS, Danielsen HE

    Cancers (Basel), 13 (17)

    PubMed 34503100

  • A comparison of methods for fully automatic segmentation of tumors and involved nodes in PET/CT of head and neck cancers

    Published: 04.03.2021

    Groendahl AR, Skjei Knudtsen I, Huynh BN, Mulstad M, Moe YM, Knuth F, Tomic O, Indahl UG, Torheim T, Dale E, Malinen E, Futsaether CM

    Phys Med Biol, 66 (6), 065012

    PubMed 33666176

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Chief Editor: Tarjei S. Hveem, Interim Institute Director
Copyright Oslo University Hospital. Visiting address: The Norwegian Radium Hospital, Ullernchausséen 64, Oslo. Tel: 22 78 23 20