Markus D. Herrmann

机构：Roche (Switzerland), Harvard University, Massachusetts General Hospital · ORCID：0000-0002-7257-9205

发表论文 86 篇 · 总被引 2327 次 · h-index 17

代表论文

• Recommendations for Performance Evaluation of Machine Learning in Pathology: A Concept Paper From the College of American Pathologists (2023 · Archives of Pathology & Laboratory Medicine · 被引 48)
• National Cancer Institute Imaging Data Commons: Toward Transparency, Reproducibility, and Scalability in Imaging Artificial Intelligence (2023 · Radiographics · 被引 34)
• The NCI Imaging Data Commons as a platform for reproducible research in computational pathology (2023 · Computer Methods and Programs in Biomedicine · 被引 8)
• Reversible downregulation of HLA class I in adenoid cystic carcinoma (2025 · Journal for ImmunoTherapy of Cancer · 被引 5)
• Characterizing the Interpretability of Attention Maps in Digital Pathology (2024 · arXiv (Cornell University) · 被引 3)
• Artificial intelligence, machine learning-based automated fibrosis quantification in preclinical models of pulmonary fibrosis (2026 · Respiratory Research · 被引 1)