Publications 2026

Kalsnes J, Isaksen MX, Julbø F, Pradhan M, Kleppe A, De Raedt S, Skrede OJ, Torheim T, Nesheim JA, Mohn HM, Askautrud HA, Cyll K, Kildal W, Rewcastle E, Lillesand M, Kvikstad V, Janssen E, Jones R, Brustugun OT, Brennhovd B, Haug ES, Busund LR, Richardsen E, Andersen S, Dønnem T et al. (2026)
Applicability of mitotic figure counting by deep learning: a development and pan-cancer validation study
FEBS Open Bio (in press)
DOI 10.1002/2211-5463.70210, PubMed 41676879

Skrede OJ, Pradhan M, Isaksen MX, Hveem TS, Vlatkovic L, Nesbakken A, Lindemann K, Kristensen GB, Kasius J, Zeimet AG, Brustugun OT, Busund LR, Richardsen EH, Haug ES, Brennhovd B, Rewcastle E, Lillesand M, Kvikstad V, Janssen E, Kerr DJ, Liestøl K, Albregtsen F, Kleppe A (2026)
Generalisation of automatic tumour segmentation in histopathological whole-slide images across multiple cancer types
NPJ Precis Oncol (in press)
DOI 10.1038/s41698-026-01311-6, PubMed 41634087

Publications 2025

Cyll K, Skrede OJ, Kleppe A (2025)
Can radiology be first to use prognostic deep learning models for oncological treatment?
Ann Oncol, 36 (10), 1119-1122
DOI 10.1016/j.annonc.2025.07.013, PubMed 40754034

Publications 2022

Kleppe A, Skrede OJ, De Raedt S, Hveem TS, Askautrud HA, Jacobsen JE, Church DN, Nesbakken A, Shepherd NA, Novelli M, Kerr R, Liestøl K, Kerr DJ, Danielsen HE (2022)
A clinical decision support system optimising adjuvant chemotherapy for colorectal cancers by integrating deep learning and pathological staging markers: a development and validation study
Lancet Oncol, 23 (9), 1221-1232
DOI 10.1016/S1470-2045(22)00391-6, PubMed 35964620

Publications 2021

Kleppe A, Skrede OJ, De Raedt S, Liestøl K, Kerr DJ, Danielsen HE (2021)
Designing deep learning studies in cancer diagnostics
Nat Rev Cancer, 21 (3), 199-211
DOI 10.1038/s41568-020-00327-9, PubMed 33514930

Liestøl K, Kleppe A, Skrede OJ, De Raedt S, Kerr DJ, Danielsen HE (2021)
Deep learning and cancer biomarkers: recognising lead-time bias - Authors' reply
Lancet, 397 (10270), 194-195
DOI 10.1016/S0140-6736(21)00035-0, PubMed 33453777

Publications 2020

Skrede OJ, De Raedt S, Kleppe A, Hveem TS, Liestøl K, Maddison J, Askautrud HA, Pradhan M, Nesheim JA, Albregtsen F, Farstad IN, Domingo E, Church DN, Nesbakken A, Shepherd NA, Tomlinson I, Kerr R, Novelli M, Kerr DJ, Danielsen HE (2020)
Deep learning for prediction of colorectal cancer outcome: a discovery and validation study
Lancet, 395 (10221), 350-360
DOI 10.1016/S0140-6736(19)32998-8, PubMed 32007170