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Matthew Watson

university college london hospitals nhs foundation trust

H指数:6

被引数:303

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Controllable synthesis of dermoscopic images using diffusion models for enhanced computer aided diagnosis and detection

基于扩散模型的皮肤镜图像可控合成，用于增强计算机辅助诊断和检测

Medical Image Analysis

IF11.8

2026-07-080

OA

Generalizable multilingual medical text anonymization using generative instruction tuning

基于生成指令微调的通用多语言医学文本匿名化

Communications Medicine

IF6.3

2026-06-130

OAAI

What are the views of cancer care administrators and clinicians in England on the use of a machine learning clinical decision support system (ML-CDSS) to predict patients' risk of hepatic and renal deterioration during chemotherapy? A qualitative study

英格兰癌症护理管理者和临床医生对使用机器学习临床决策支持系统（ML-CDSS）预测化疗期间患者肝肾功能恶化的看法如何？一项定性研究

IF2.3

2026-05-180

PRE

Automating the quality monitoring of a hospital discharge summary improvement project utilising large language models

利用大型语言模型自动化医院出院总结改进项目的质量监测

npj Digital Medicine

IF15.1

2026-04-130

OAAI

AttenCraft: Attention-Based Disentanglement of Multiple Concepts for Text-to-Image Customization

AttenCraft：基于注意力机制的多概念解耦方法用于文本到图像的定制

IEEE Transactions on Multimedia

IF9.7

2026-02-270

PRE

The variable relationship between the National Early Warning Score on admission to hospital, the primary discharge diagnosis, and in-hospital mortality

INTERNAL AND EMERGENCY MEDICINE

IF3.8

2025-01-150

PRE

Performance of machine learning versus the national early warning score for predicting patient deterioration risk: a single-site study of emergency admissions

BMJ HEALTH & CARE INFORMATICS

IF4.4

2024-12-040

OAAI

Using model explanations to guide deep learning models towards consistent explanations for EHR data

SCIENTIFIC REPORTS

IF3.9

2022-11-185

OAAI

Data Anonymization for Pervasive Health Care: Systematic Literature Mapping Study

普适医疗保健的数据匿名化: 系统文献映射研究

JMIR MEDICAL INFORMATICS

IF3.8

2021-10-1519

OAAI

Using deep learning with demographic and laboratory values from baseline to cycle 2 to predict subsequent renal and hepatic function

使用深度学习从基线到第2周期的人口统计学和实验室值来预测随后的肾功能和肝功能

ANNALS OF ONCOLOGY

IF65.4

2021-09-010

OAAI

Improving Current Glycated Hemoglobin Prediction in Adults: Use of Machine Learning Algorithms With Electronic Health Records

JMIR MEDICAL INFORMATICS

IF3.8

2021-05-2410

OAAI

Synthesizing Open Worlds with Constraints using Locally Annealed Reversible Jump MCMC

使用局部退火的可逆跳跃MCMC合成具有约束的开放世界

ACM TRANSACTIONS ON GRAPHICS

IF9.5

2012-07-01103

OAAI