Klaus-Robert Muller 프로필 사진

Klaus-Robert Muller

Muller, Klaus Robert

대학원

인공지능학과

자료 필터

자료유형

발행연도

2013 ~ 2026
2013 2026

키워드

언어

선택된 필터

  • article
  • conference
  • book

전체 206건 중 41번부터 50번까지의 결과를 표시합니다.

2022
Article

Towards the interpretability of deep learning models for multi-modal neuroimaging: Finding structural changes of the ageing brain

  • Hofmann, Simon M. ; 
  • Beyer, Frauke ; 
  • Lapuschkin, Sebastian ; 
  • Goltermann, Ole ; 
  • Loeffler, Markus ; 
  • ... Mueller, Klaus-Robert ; 
  • 외 3명
  • 2022-11-01
  • NeuroImage
  • ACADEMIC PRESS INC ELSEVIER SCIENCE
Article

Higher-Order Explanations of Graph Neural Networks via Relevant Walks

  • Schnake, Thomas ; 
  • Eberle, Oliver ; 
  • Lederer, Jonas ; 
  • Nakajima, Shinichi ; 
  • Schuett, Kristof T. ; 
  • ... Mueller, Klaus-Robert ; 
  • 외 1명
  • 2022-11-01
  • IEEE Transactions on Pattern Analysis and Machine Intelligence
  • IEEE COMPUTER SOC
Article

Algorithmic Differentiation for Automated Modeling of Machine Learned Force Fields

  • 2022-10-24
  • The Journal of Physical Chemistry Letters
  • AMER CHEMICAL SOC
Article

To pretrain or not? A systematic analysis of the benefits of pretraining in diabetic retinopathy

  • Srinivasan, Vignesh ; 
  • Strodthoff, Nils ; 
  • Ma, Jackie ; 
  • Binder, Alexander ; 
  • Mueller, Klaus-Robert ; 
  • 외 1명
  • 2022-10-18
  • PLoS One
  • PUBLIC LIBRARY SCIENCE
Article

Generalization of a deep learning model for HER2 status predictions on H&E-stained whole slide images derived from 3 neoadjuvant clinical studies

  • Haegele, M. ; 
  • Mueller, K-R. ; 
  • Denkert, C. ; 
  • Schneeweiss, A. ; 
  • Sinn, B. V. ; 
  • 외 15명
  • 2022-09
  • Annals of Oncology
  • ELSEVIER
Article

Artificial intelligence and pathology: From principles to practice and future applications in histomorphology and molecular profiling

  • Stenzinger, Albrecht ; 
  • Alber, Maximilian ; 
  • Allgaeuer, Michael ; 
  • Jurmeister, Philipp ; 
  • Bockmayr, Michael ; 
  • ... Mueller, Klaus-Robert ; 
  • 외 9명
  • 2022-09
  • Seminars in Cancer Biology
  • ACADEMIC PRESS LTD- ELSEVIER SCIENCE LTD
Article

2020 International brain-computer interface competition: A review

  • 2022-07-22
  • Frontiers in Human Neuroscience
  • FRONTIERS MEDIA SA
Article

Interpretability, Reproducibility, and Replicability

  • 2022-07
  • IEEE Signal Processing Magazine
  • IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Article

Toward Explainable Artificial Intelligence for Regression Models A methodological perspective

  • Letzgus, Simon ; 
  • Wagner, Patrick ; 
  • Lederer, Jonas ; 
  • Samek, Wojciech ; 
  • Mueller, Klaus-Robert ; 
  • 외 1명
  • 2022-07
  • IEEE Signal Processing Magazine
  • IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Article

BIGDML-Towards accurate quantum machine learning force fields for materials

  • Sauceda, Huziel E. ; 
  • Galvez-Gonzalez, Luis E. ; 
  • Chmiela, Stefan ; 
  • Oliver Paz-Borbon, Lauro ; 
  • Mueller, Klaus-Robert ; 
  • 외 1명
  • 2022-06-29
  • Nature Communications
  • NATURE PORTFOLIO