| Causability and explainabilty of artificial intelligence in medicine A Holzinger, G Langs, H Denk, K Zatloukal, H Müller Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 2019 | 1507 | 2019 |
| Measuring the quality of explanations: the system causability scale (SCS) comparing human and machine explanations A Holzinger, A Carrington, H Müller KI-Künstliche Intelligenz 34 (2), 193-198, 2020 | 369 | 2020 |
| AI for life: Trends in artificial intelligence for biotechnology A Holzinger, K Keiblinger, P Holub, K Zatloukal, H Müller New Biotechnology 74, 16-24, 2023 | 278 | 2023 |
| Recommendations for improving the quality of rare disease registries Y Kodra, J Weinbach, M Posada-De-La-Paz, A Coi, SL Lemonnier, ... International journal of environmental research and public health 15 (8), 1644, 2018 | 164 | 2018 |
| Interpretable survival prediction for colorectal cancer using deep learning E Wulczyn, DF Steiner, M Moran, M Plass, R Reihs, F Tan, ... NPJ digital medicine 4 (1), 71, 2021 | 154 | 2021 |
| The explainability paradox: Challenges for xAI in digital pathology T Evans, CO Retzlaff, C Geißler, M Kargl, M Plass, H Müller, TR Kiehl, ... Future Generation Computer Systems 133, 281-296, 2022 | 112 | 2022 |
| Towards the augmented pathologist: Challenges of explainable-ai in digital pathology A Holzinger, B Malle, P Kieseberg, PM Roth, H Müller, R Reihs, ... arXiv preprint arXiv:1712.06657, 2017 | 97 | 2017 |
| Toward human–AI interfaces to support explainability and causability in medical AI A Holzinger, H Müller Computer 54 (10), 78-86, 2021 | 95 | 2021 |
| BBMRI-ERIC directory: 515 biobanks with over 60 million biological samples P Holub, M Swertz, R Reihs, D van Enckevort, H Müller, JE Litton Biopreservation and biobanking 14 (6), 559-562, 2016 | 95 | 2016 |
| The Ten Commandments of Ethical Medical AI. H Müller, MT Mayrhofer, EB Van Veen, A Holzinger Computer 54 (7), 119-123, 2021 | 92 | 2021 |
| Ethical ChatGPT: Concerns, challenges, and commandments J Zhou, H Müller, A Holzinger, F Chen arXiv preprint arXiv:2305.10646, 2023 | 87 | 2023 |
| Biobanks for life sciences and personalized medicine: importance of standardization, biosafety, biosecurity, and data management H Müller, G Dagher, M Loibner, C Stumptner, P Kungl, K Zatloukal Current Opinion in Biotechnology 65, 45-51, 2020 | 78 | 2020 |
| Explainability and causability for artificial intelligence-supported medical image analysis in the context of the European In Vitro Diagnostic Regulation H Müller, A Holzinger, M Plass, L Brcic, C Stumptner, K Zatloukal New Biotechnology 70, 67-72, 2022 | 62 | 2022 |
| Personas for artificial intelligence (AI) an open source toolbox A Holzinger, M Kargl, B Kipperer, P Regitnig, M Plass, H Müller IEEE Access 10, 23732-23747, 2022 | 53 | 2022 |
| Recommendations on compiling test datasets for evaluating artificial intelligence solutions in pathology A Homeyer, C Geißler, LO Schwen, F Zakrzewski, T Evans, ... Modern Pathology 35 (12), 1759-1769, 2022 | 50 | 2022 |
| The RD-Connect Registry & Biobank Finder: a tool for sharing aggregated data and metadata among rare disease researchers S Gainotti, P Torreri, CM Wang, R Reihs, H Mueller, E Heslop, M Roos, ... European Journal of Human Genetics 26 (5), 631-643, 2018 | 49 | 2018 |
| Machine Learning and Knowledge Extraction in Digital Pathology needs an integrative approach A Holzinger, B Malle, P Kieseberg, PM Roth, H Müller, R Reihs, ... Towards Integrative Machine Learning and Knowledge Extraction, 13-50, 2017 | 49 | 2017 |
| Extending the minimum information about biobank data sharing terminology to describe samples, sample donors, and events N Eklund, NH Andrianarisoa, E van Enckevort, G Anton, A Debucquoy, ... Biopreservation and biobanking 18 (3), 155-164, 2020 | 48 | 2020 |
| Predicting prostate cancer specific-mortality with artificial intelligence-based Gleason grading E Wulczyn, K Nagpal, M Symonds, M Moran, M Plass, R Reihs, F Nader, ... Communications medicine 1 (1), 10, 2021 | 45 | 2021 |
| Analysis of biomedical data with multilevel glyphs H Müller, R Reihs, K Zatloukal, A Holzinger BMC bioinformatics 15, 1-12, 2014 | 42 | 2014 |
Andreas HolzingerHuman-Centered AI Lab, University of Natural Resources and Life Sciences, Vienna, AustriaVerified email at boku.ac.at
