Year 2024 2023 2022 2021 2020 2019 2018 2017 2016 2015 2014 2013 2012 2011 2010 2009 2008 2007 2006 2005 2004 2003 2002 2001 2000 1999 1998 1997 1996 1995 1994 1993 1992 1991 pre 1990 Research area Prognostic Markers AI DNA-ploidy CNS Gynecological malignancies Imaging technology PTEN Colorectal cancer Texture Analysis Diagnosis and prognosis Histotyping Cancer cytogenetics Bioinformatics Deep learning Leukemia Sequencing Image analysis Child cancer - lymphoma IHC Imaging Genomic research Technology Big data DoMore! Lung cancer mRNA Kariotyping FISH Nucleotyping Chromosomal translocation Fusion genes Stroma Heterogeneity DNA and chromatin structure Protein Expression Deep learning 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 Tomar D, Binder A, Kleppe A 38th Conference on Neural Information Processing Systems (NeurIPS 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 Oncol, 23 (9), 1221-1232 PubMed 35964620 Area under the curve may hide poor generalisation to external datasets Published: 05.04.2022 Kleppe A ESMO Open, 7 (2), 100429 PubMed 35397433 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 « 1 2 Previous Next »