Müller, Heimo

Causability and explainability of artificial intelligence in medicine

Holzinger, A., Langs, G., Denk, H., Zatloukal, K., & Müller, H. (2019) · WIREs Data Mining and Knowledge Discovery

Explainable Artificial Intelligence (XAI)Artificial Intelligence in Healthcare and Education

Cited by 1,885

AI for life: Trends in artificial intelligence for biotechnology

Holzinger, A., Keiblinger, K., Holub, P., Zatloukal, K., & Müller, H. (2023) · New Biotechnology

Artificial Intelligence ApplicationsArtificial Intelligence in Healthcare and Education

Cited by 438

Measuring the Quality of Explanations: The System Causability Scale (SCS): Comparing Human and Machine Explanations

Holzinger, A., Carrington, A., & Müller, H. (2020) · KI - Künstliche Intelligenz

Explainable Artificial Intelligence (XAI)Usability and User Interface Design

Cited by 406

Interpretable survival prediction for colorectal cancer using deep learning

Wulczyn, E., Steiner, D. F., Moran, M., Plass, M., Reihs, R., Tan, F., Flament-Auvigne, I., Brown, T., Regitnig, P., Chen, P.-H. C., et al. (2021) · npj Digital Medicine

AI in cancer detectionRadiomics and Machine Learning in Medical Imaging

Cited by 231

The explainability paradox: Challenges for xAI in digital pathology

Evans, T., Retzlaff, C. O., Geißler, C., Kargl, M., Plass, M., Müller, H., Kiehl, T.-R., Zerbe, N., & Holzinger, A. (2022) · Future Generation Computer Systems

Explainable Artificial Intelligence (XAI)Artificial Intelligence in Healthcare and Education

Cited by 135

Explainability and causability in digital pathology

Plass, M., Kargl, M., Kiehl, T., Regitnig, P., Geißler, C., Evans, T., Zerbe, N., Carvalho, R., Holzinger, A., & Müller, H. (2023) · The Journal of Pathology Clinical Research

Explainable Artificial Intelligence (XAI)AI in cancer detection

Cited by 99

Pathologist validation of a machine learning–derived feature for colon cancer risk stratification

L’Imperio, V., Wulczyn, E., Plass, M., Müller, H., Tamini, N., Gianotti, L., Zucchini, N., Reihs, R., Corrado, G. S., Webster, D. R., et al. (2023) · JAMA Network Open

AI in cancer detectionRadiomics and Machine Learning in Medical Imaging

Cited by 57

Kandinsky Patterns

Müller, H., & Holzinger, A. (2021) · Artificial Intelligence

Explainable Artificial Intelligence (XAI)Advanced Neural Network Applications

Cited by 30

Measuring the Quality of Explanations: The System Causability Scale (SCS). Comparing Human and Machine Explanations

Holzinger, A., Carrington, A., & Müller, H. (2019) · arXiv

Explainable Artificial Intelligence (XAI)Usability and User Interface Design

Cited by 11