Research graph
References from SCRIPT: Stratified clinical risk prediction from pathology reports using large language models. Local targets link to admitted publications; unresolved targets remain external evidence.
Localised colon cancer: ESMO clinical practice guidelines for diagnosis, treatment and follow-up
10.1016/j.annonc.2020.06.022 · 2020 · External reference
Use of unstructured text in prognostic clinical prediction models: a systematic review
10.1093/jamia/ocac058 · 2022 · External reference
Revisiting the survival paradox between stage IIB/C and IIIA colon cancer
2024 · External reference
From complexity to clarity: unravelling tumor heterogeneity through the lens of tumor microenvironment for innovative cancer therapy
10.1007/s00418-023-02258-6 · 2024 · External reference
Recommendations for reporting tumor budding in colorectal cancer based on the International Tumor Budding Consensus Conference (ITBCC) 2016
10.1038/modpathol.2017.46 · 2017 · External reference
Generalizability of machine learning models: quantitative evaluation of three methodological pitfalls
10.1148/ryai.220028 · 2023 · External reference
Automatic classification of cancer pathology reports: a systematic review
2022 · External reference
Extracting structured information from unstructured histopathology reports using generative pre-trained transformer 4 (GPT-4)
2023 · External reference
Enhancing triage efficiency and accuracy in emergency rooms for patients with metastatic prostate cancer: a retrospective analysis of artificial intelligence-assisted triage using ChatGPT 4.0
10.3390/cancers15143717 · 2023 · External reference
Large language model capabilities in perioperative risk prediction and prognostication
2024 · External reference
Application of GPT-4 foundation model for risk prediction and stratification in colorectal cancer
10.1200/jco.2024.42.3_suppl.219 · 2024 · External reference
Predicting lung cancer patient prognosis with large language models
2024 · External reference
Assessing retrieval-augmented large language models for medical coding
10.1056/aics2401161 · 2025 · External reference
A software pipeline for medical information extraction with large language models, open source and suitable for oncology
10.1038/s41698-025-01103-4 · 2025 · External reference
Correlation of pattern of invasion, stromal inflammation and lymphovascular invasion with histopathological grading in oral squamous cell carcinoma: a retrospective study
2024 · External reference
Quality in surgical pathology communication and reporting
10.5858/arpa.2011-0192-ra · 2011 · External reference
Review of histopathological and molecular prognostic features in colorectal cancer
10.3390/cancers3022767 · 2011 · External reference
Large language models and multimodal foundation models for precision oncology
10.1038/s41698-024-00573-2 · 2024 · External reference
Med-flamingo: A multimodal medical few-shot learner
2023 · External reference
End-to-end prognostication in colorectal cancer by deep learning: a retrospective, multicentre study
10.1016/s2589-7500(23)00208-x · 2024 · External reference
HIBRID: histology-based risk-stratification with deep learning and ctDNA in colorectal cancer
10.1038/s41467-025-62910-8 · 2025 · External reference
