Andreas Kleppe

According to our database, Andreas Kleppe authored at least 3 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Generalisation of automatic tumour segmentation in histopathological whole-slide images across multiple cancer types.

Ole-Johan Skrede, Manohar Pradhan, Maria Xepapadakis Isaksen, Tarjei Sveinsgjerd Hveem, Ljiljana Vlatkovic, Arild Nesbakken, Kristina Lindemann, Gunnar B. Kristensen, Jenneke Kasius, Alain G. Zeimet, Odd Terje Brustugun, Lill-Tove Rasmussen Busund, Elin H. Richardsen, Erik Skaaheim Haug, Bjørn Brennhovd, Emma Rewcastle, Melinda Lillesand, Vebjørn Kvikstad, Emiel A. M. Janssen, David J. Kerr, Knut Liestøl, Fritz Albregtsen, Andreas Kleppe

CoRR, October, 2025

2024

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

Andreas Kleppe, Ole-Johan Skrede, Knut Liestøl, David J. Kerr, Håvard E. Danielsen

Nat. Mac. Intell., 2024

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

Dhananjay Tomar, Alexander Binder, Andreas Kleppe

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024