conference_item

Paper

/ 2025 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)

SelfAdapt: unsupervised domain adaptation of cell segmentation models

  • Fabian H. Reith
  • Jannik Franzen
  • J. Lorenz Rumberger
  • Dagmar Kainmueller
/ Proceedings of Machine Learning Research

Heterogeneous medical data integration with Multi-Source StyleGAN

  • W.C. Lai
  • M. Kirchler
  • H. Yassin
  • J. Fehr
  • A. Rakowski
  • H. Olsson
  • L. Starke
  • J.M. Millward
  • S. Waiczies
  • C. Lippert
/ Proceedings of Machine Learning Research

HoVer-NeXt: a fast nuclei segmentation and classification pipeline for next generation histopathology

  • E. Baumann
  • B. Dislich
  • J.L. Rumberger
  • I.D. Nagtegaal
  • M.R. Martínez
  • I. Zlobec
/ Proceedings of Machine Learning Research

An auxiliary task for learning nuclei segmentation in 3D microscopy images

  • Peter Hirsch
  • Dagmar Kainmueller

Science Class 2012: a vision of classroom science teaching in the future

  • Russ Hodge
/ Proceedings of Machine Learning Research

Multimodal single cell data integration challenge: results and lessons learned

  • C. Lance
  • M.D. Luecken
  • D.B. Burkhardt
  • R. Cannoodt
  • P. Rautenstrauch
  • A.C. Laddach
  • A. Ubingazhibov
  • Z.J. Cao
  • K. Deng
  • S. Khan
  • Q. Liu
  • N. Russkikh
  • G. Ryazantsev
  • U. Ohler
  • A.O. Pisco
  • J.M. Bloom
  • S. Krishnaswamy
  • F.J. Theis
/ Proceedings of the AAAI Conference on Artificial Intelligence

Neurons to words: a novel method for automated neural network interpretability and alignment

  • L.S. Puglisi
  • F. Valdés
  • J.J. Metzger
/ Advances in Neural Information Processing Systems

Arctique: an artificial histopathological dataset unifying realism and controllability for uncertainty quantification

  • J. Franzen
  • C. Winklmayr
  • V.E. Guarino
  • C. Karg
  • X. Yu
  • N. Koreuber
  • J.P. Albrecht
  • P. Bischoff
  • D. Kainmueller
/ Novartis Foundation Symposium

The influence of CD25+ cells on the generation of immunity to tumour cell lines in mice

  • E. Jones
  • D. Golgher
  • A.K. Simon
  • M. Dahm-Vicker
  • G. Screaton
  • T. Elliott
  • A. Gallimore
/ 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

FISBe: a real-world benchmark dataset for instance segmentation of long-range thin filamentous structures

  • L. Mais
  • P. Hirsch
  • Claire Managan
  • Ramya Kandarpa
  • J.L. Rumberger
  • Annika Reinke
  • Lena Maier-Hein
  • Gudrun Ihrke
  • D. Kainmueller