Stephen‐John Sammut

机构：Royal Marsden NHS Foundation Trust, Institute of Cancer Research, Breast Cancer Now, USA Mitchell Cancer Institute, Royal Marsden Hospital · ORCID：0000-0003-4472-904X

发表论文 130 篇 · 总被引 8184 次 · h-index 28

代表论文

• A deep-learning framework to predict cancer treatment response from histopathology images through imputed transcriptomics (2024 · Nature Cancer · 被引 144)
• Predictability of B cell clonal persistence and immunosurveillance in breast cancer (2024 · Nature Immunology · 被引 25)
• Quantifying the tumour vasculature environment from CD-31 immunohistochemistry images of breast cancer using deep learning based semantic segmentation (2025 · Breast Cancer Research · 被引 9)
• A pooled analysis evaluating prognostic significance of Residual Cancer Burden in invasive lobular breast cancer (2025 · npj Breast Cancer · 被引 6)
• A large‐scale retrospective study in metastatic breast cancer patients using circulating tumour DNA and machine learning to predict treatment outcome and progression‐free survival (2025 · Molecular Oncology · 被引 5)
• Chemotherapy-Treated Breast Cancer Cells Activate the WNT Signaling Pathway to Enter a Diapause-Like Early Persister State (2025 · Cancer Research · 被引 4)