Andreas Kleppe

Image of Andreas Kleppe
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Room 4468
Username
Visiting address Gaustadalléen 23B Ole-Johan Dahls hus 0373 Oslo
Postal address Postboks 1080 Blindern 0316 Oslo
Tags: Texture analysis, Image analysis, Pattern recognition, Machine learning, Artificial intelligence, Deep learning, Medical applications

Publications

  • Lindemann, Kristina Yvonne Kathe; Kildal, Wanja; Kleppe, Andreas; Tobin, Kari Anne Risan; Pradhan, Manohar & Isaksen, Maria X. [Show all 10 contributors for this article] (2024). Impact of molecular profile on prognosis and relapse pattern in low and intermediate risk endometrial cancer. European Journal of Cancer. ISSN 0959-8049. 200. doi: 10.1016/j.ejca.2024.113584.
  • Yang, Li; Yang, Jinlin; Kleppe, Andreas; Danielsen, Håvard Emil Greger & Kerr, David J. (2023). Personalizing adjuvant therapy for patients with colorectal cancer. Nature Reviews Clinical Oncology. ISSN 1759-4774. p. 67–79. doi: 10.1038/s41571-023-00834-2.
  • Lindemann, Kristina Yvonne Kathe; Kleppe, Andreas; Eyjólfsdóttir, Brynhildur; Danbolt, Svana Heimisdottir; Wang, Yun Yong & Heli-Haugestøl, Anne Gjertine [Show all 12 contributors for this article] (2023). Prospective evaluation of an enhanced recovery after surgery (ERAS) pathway in a Norwegian cohort of patients with suspected or advanced ovarian cancer. International Journal of Gynecological Cancer. ISSN 1048-891X. 33(8), p. 1279–1286. doi: 10.1136/ijgc-2023-004355. Full text in Research Archive
  • Lindemann, Kristina Yvonne Kathe; Danbolt, Svana Heimisdottir; Ramberg, Lene Kristine Marsby; Eyjólfsdóttir, Brynhildur; Wang, Yun & Heli-Haugestøl, Anne Gjertine [Show all 15 contributors for this article] (2023). Patient-reported nausea after implementation of an enhanced recovery after surgery protocol for gynae-oncology patients. International Journal of Gynecological Cancer. ISSN 1048-891X. 33(8), p. 1287–1294. doi: 10.1136/ijgc-2023-004356. Full text in Research Archive
  • Kleppe, Andreas; Skrede, Ole-Johan; De Raedt, Sepp; Hveem, Tarjei Sveinsgjerd; Askautrud, Hanne Arenberg & Jacobsen, Jørn E. [Show all 14 contributors for this article] (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. The Lancet Oncology. ISSN 1470-2045. 23(9), p. 1221–1232. doi: 10.1016/S1470-2045(22)00391-6.
  • Nunes-Xavier, Caroline Elisabeth; Kildal, Wanja; Kleppe, Andreas; Danielsen, Håvard Emil Greger; Wæhre, Håkon & Llarena, Roberto [Show all 10 contributors for this article] (2021). Immune checkpoint B7-H3 protein expression is associated with poor outcome and androgen receptor status in prostate cancer. The Prostate. ISSN 0270-4137. doi: 10.1002/pros.24180. Full text in Research Archive
  • Cyll, Karolina Urszula; Kleppe, Andreas; Kalsnes, Joakim; Vlatkovic, Ljiljana; Pradhan, Manohar & Kildal, Wanja [Show all 14 contributors for this article] (2021). PTEN and DNA Ploidy Status by Machine Learning in Prostate Cancer. Cancers. ISSN 2072-6694. 13(17). doi: 10.3390/cancers13174291.
  • Sert, M Bilal; Kristensen, Gunnar S Balle; Kleppe, Andreas & Dørum, Anne (2021). Long-term oncological outcomes and recurrence patterns in early-stage cervical cancer treated with minimally invasive versus abdominal radical hysterectomy: The Norwegian Radium Hospital experience. Gynecologic Oncology. ISSN 0090-8258. p. 1–8. doi: 10.1016/j.ygyno.2021.05.028. Full text in Research Archive
  • Kleppe, Andreas; Skrede, Ole-Johan; De Raedt, Sepp; Liestøl, Knut; Kerr, David J. & Danielsen, Håvard Emil (2021). Designing deep learning studies in cancer diagnostics. Nature Reviews Cancer. ISSN 1474-175X. 21(3), p. 199–211. doi: 10.1038/s41568-020-00327-9. Full text in Research Archive
  • Kleppe, Andreas; Albregtsen, Fritz; Trovik, Jone; Kristensen, Gunnar S Balle & Danielsen, Håvard Emil (2020). Prognostic value of the diversity of nuclear chromatin compartments in gynaecological carcinomas. Cancers. ISSN 2072-6694. 12:3838(12), p. 1–16. doi: 10.3390/cancers12123838. Full text in Research Archive
  • Skrede, Ole-Johan; De Raedt, Sepp; Kleppe, Andreas; Hveem, Tarjei Sveinsgjerd; Liestøl, Knut & Maddison, John [Show all 20 contributors for this article] (2020). Deep learning for prediction of colorectal cancer outcome: a discovery and validation study. The Lancet. ISSN 0140-6736. 395:10221, p. 350–360. doi: 10.1016/S0140-6736(19)32998-8. Full text in Research Archive
  • Ersvær, Elin; Hveem, Tarjei Sveinsgjerd; Vlatkovic, Ljiljana; Brennhovd, Bjørn; Kleppe, Andreas & Tobin, Kari Anne Risan [Show all 11 contributors for this article] (2019). Prognostic value of DNA ploidy and automated assessment of stroma fraction in prostate cancer. International Journal of Cancer. ISSN 0020-7136. doi: 10.1002/ijc.32832.
  • Ersvær, Elin; Kildal, Wanja; Vlatkovic, Ljiljana; Cyll, Karolina Urszula; Pradhan, Manohar & Kleppe, Andreas [Show all 12 contributors for this article] (2019). Prognostic value of mitotic checkpoint protein BUB3, cyclin B1, and pituitary tumor-transforming 1 expression in prostate cancer. Modern Pathology. ISSN 0893-3952. p. 1–11. doi: 10.1038/s41379-019-0418-2.
  • Nielsen, Birgitte; Kleppe, Andreas; Hveem, Tarjei Sveinsgjerd; Pradhan, Manohar; Syvertsen, Rolf Anders & Nesheim, John Arne [Show all 11 contributors for this article] (2018). Association Between Proportion of Nuclei With High Chromatin Entropy and Prognosis in Gynecological Cancers. Journal of the National Cancer Institute. ISSN 0027-8874. 110(12), p. 1400–1408. doi: 10.1093/jnci/djy063. Full text in Research Archive
  • Kleppe, Andreas; Albregtsen, Fritz; Vlatkovic, Ljiljana; Pradhan, Manohar; Nielsen, Birgitte & Hveem, Tarjei Sveinsgjerd [Show all 16 contributors for this article] (2018). Chromatin organisation and cancer prognosis: a pan-cancer study. The Lancet Oncology. ISSN 1470-2045. 19(3), p. 356–369. doi: 10.1016/S1470-2045(17)30899-9. Full text in Research Archive
  • Danielsen, Håvard Emil; Hveem, Tarjei Sveinsgjerd; Domingo, Enric; Pradhan, Manohar; Kleppe, Andreas & Syvertsen, Rolf Anders [Show all 18 contributors for this article] (2018). Prognostic markers for colorectal cancer: Estimating ploidy and stroma. Annals of Oncology. ISSN 0923-7534. 29(3), p. 616–623. doi: 10.1093/annonc/mdx794.
  • Cyll, Karolina Urszula; Ersvær, Elin; Vlatkovic, Ljiljana; Pradhan, Manohar; Kildal, Wanja & Kjær, Marte Avranden [Show all 15 contributors for this article] (2017). Tumour heterogeneity poses a significant challenge to cancer biomarker research. British Journal of Cancer. ISSN 0007-0920. 117(3), p. 367–375. doi: 10.1038/bjc.2017.171.
  • Hveem, Tarjei Sveinsgjerd; Kleppe, Andreas; Vlatkovic, Ljiljana; Ersvær, Elin; Wæhre, Haakon & Nielsen, Birgitte [Show all 13 contributors for this article] (2016). Chromatin changes predict recurrence after radical prostatectomy. British Journal of Cancer. ISSN 0007-0920. 114(11), p. 1243–1250. doi: 10.1038/bjc.2016.96.

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  • Kleppe, Andreas; Skrede, Ole-Johan; Liestøl, Knut; Kerr, David J. & Danielsen, Håvard Emil Greger (2024). Guidelines for study protocols describing predefined validations of prediction models in medical deep learning and beyond. Nature Machine Intelligence. 6(1), p. 2–3. doi: 10.1038/s42256-023-00774-7.
  • Kleppe, Andreas (2022). Area under the curve may hide poor generalisation to external datasets. ESMO Open. ISSN 2059-7029. 7(2). doi: 10.1016/j.esmoop.2022.100429.
  • Liestøl, Knut; Kleppe, Andreas; Skrede, Ole-Johan; De Raedt, Sepp; Kerr, David J. & Danielsen, Håvard Emil Greger (2021). Deep learning and cancer biomarkers: recognising lead-time bias – Authors' reply. The Lancet. ISSN 0140-6736. 397(10270), p. 194–195. doi: 10.1016/S0140-6736(21)00035-0.
  • Kleppe, Andreas & Danielsen, Håvard Emil (2018). Clinical utility of chromatin analysis. OncoTarget. ISSN 1949-2553. 9(65), p. 32406–32407. doi: 10.18632/oncotarget.25991.

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Published Dec. 1, 2011 12:35 PM - Last modified Dec. 5, 2018 9:32 AM