Pau Herrero - Publications, H-index & Citations

Pau Herrero

Imperial College London

36H指数

167论文数

4.0K被引数

收录论文 34

发表时间

Enhancing the Capabilities of Continuous Glucose Monitoring With a Predictive App

JOURNAL OF DIABETES SCIENCE AND TECHNOLOGY

IF3.7

2024-08-19

PREAI

Herrero, Pau; Andorra, Magi; Babion, Nils; Bos, Hendericus; Koehler, Matthias; Klopfenstein, Yannick; Leppaaho, Eemeli; Lustenberger, Patrick; Peak, Ajandek; Ringemann, Christian; Glatzer, Timor

Artificial Intelligence and Machine Learning for Improving Glycemic Control in Diabetes: Best Practices, Pitfalls, and Opportunities

IEEE REVIEWS IN BIOMEDICAL ENGINEERING

IF12

2024-01-01

OAAI

Jacobs, Peter G.; Herrero, Pau; Facchinetti, Andrea; Vehi, Josep; Kovatchev, Boris; Breton, Marc D.; Cinar, Ali; Nikita, Konstantina S.; Doyle, Francis J., III; Bondia, Jorge; Battelino, Tadej; Castle, Jessica R.; Zarkogianni, Konstantia; Narayan, Rahul; Mosquera-Lopez, Clara

GluGAN: Generating Personalized Glucose Time Series Using Generative Adversarial Networks

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2023-10-01

OAAI

Zhu, Taiyu; Li, Kezhi; Herrero, Pau; Georgiou, Pantelis

Development and Validation of Binary Classifiers to Predict Nocturnal Hypoglycemia in Adults With Type 1 Diabetes

JOURNAL OF DIABETES SCIENCE AND TECHNOLOGY

IF3.7

2023-07-11

OAAI

Afentakis, Ioannis; Unsworth, Rebecca; Herrero, Pau; Oliver, Nick; Reddy, Monika; Georgiou, Pantelis

Safety and Efficacy of an Adaptive Bolus Calculator for Type 1 Diabetes: A Randomized Controlled Crossover Study

DIABETES TECHNOLOGY & THERAPEUTICS

IF6.3

2023-06-01

PREAI

Unsworth, Rebecca; Armiger, Ryan; Jugnee, Narvada; Thomas, Maria; Herrero, Pau; Georgiou, Pantelis; Oliver, Nick; Reddy, Monika

IoMT-Enabled Real-Time Blood Glucose Prediction With Deep Learning and Edge Computing 通过深度学习和边缘计算实现IoMT实时血糖预测

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2023-03-01

PREAI

Zhu, Taiyu; Kuang, Lei; Daniels, John; Herrero, Pau; Li, Kezhi; Georgiou, Pantelis

Impact of Different Types of Data Loss on Optimal Continuous Glucose Monitoring Sampling Duration

DIABETES TECHNOLOGY & THERAPEUTICS

IF6.3

2022-10-01

PREAI

Akturk, Halis Kaan; Herrero, Pau; Oliver, Nick; Wise, Haley; Eikermann, Emma; Snell-Bergeon, Janet; Shah, Viral N.

Enhancing self-management in type 1 diabetes with wearables and deep learning

NPJ DIGITAL MEDICINE

IF15.1

2022-06-27

OAAI

Zhu, Taiyu; Uduku, Chukwuma; Li, Kezhi; Herrero, Pau; Oliver, Nick; Georgiou, Pantelis

Identifying Continuous Glucose Monitoring Data Using Machine Learning

DIABETES TECHNOLOGY & THERAPEUTICS

IF6.3

2022-06-01

PREAI

Herrero, Pau; Reddy, Monika; Georgiou, Pantelis; Oliver, Nick S.

A Deep Learning Framework for Automatic Meal Detection and Estimation in Artificial Pancreas Systems

SENSORS

IF3.5

2022-01-08

OAAI

Daniels, John; Herrero, Pau; Georgiou, Pantelis

An In Silico Head-to-Head Comparison of the Do-It-Yourself Artificial Pancreas Loop and Bio-Inspired Artificial Pancreas Control Algorithms

JOURNAL OF DIABETES SCIENCE AND TECHNOLOGY

IF3.7

2021-12-03

OAAI

Armiger, Ryan; Reddy, Monika; Oliver, Nick S.; Georgiou, Pantelis; Herrero, Pau

Resistance Trend Estimation Using Regression Analysis to Enhance Antimicrobial Surveillance: A Multi-Centre Study in London 2009-2016 使用回归分析进行耐药性趋势估计以增强抗菌素监测: 2009至2016伦敦的一项多中心研究

ANTIBIOTICS-BASEL

IF4.6

2021-10-18

OAAI

Hernandez, Bernard; Herrero-Vinas, Pau; Rawson, Timothy M.; Moore, Luke S. P.; Holmes, Alison H.; Georgiou, Pantelis

Is a cloud-based platform useful for diabetes management in Colombia? The Tidepool experience

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2021-09-01

OAAI

Leon-Vargas, Fabian; Martin, Clare; Garcia-Jaramillo, Maira; Aldea, Arantza; Leal, Yenny; Herrero, Pau; Reyes, Angie; Henao, Diana; Maria Gomez, Ana

Deep Learning for Diabetes: A Systematic Review

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2021-07-01

100

OAAI

Zhu, Taiyu; Li, Kezhi; Herrero, Pau; Georgiou, Pantelis

Optimizing antimicrobial use: challenges, advances and opportunities 优化抗菌药物使用: 挑战、进步和机遇

NATURE REVIEWS MICROBIOLOGY

IF103.3

2021-06-22

PREAI

Rawson, Timothy M.; Wilson, Richard C.; O'Hare, Danny; Herrero, Pau; Kambugu, Andrew; Lamorde, Mohammed; Ellington, Matthew; Georgiou, Pantelis; Cass, Anthony; Hope, William W.; Holmes, Alison H.

Robust Determination of the Optimal Continuous Glucose Monitoring Length of Intervention to Evaluate Long-Term Glycemic Control 稳健确定干预的最佳连续血糖监测时长，以评估长期血糖控制

DIABETES TECHNOLOGY & THERAPEUTICS

IF6.3

2021-04-01

PREAI

Herrero, Pau; Alalitei, Antonia; Reddy, Monika; Georgiou, Pantelis; Oliver, Nick

Safety and Feasibility of the PEPPER Adaptive Bolus Advisor and Safety System: A Randomized Control Study

DIABETES TECHNOLOGY & THERAPEUTICS

IF6.3

2021-03-01

OAAI

Avari, Parizad; Leal, Yenny; Herrero, Pau; Wos, Marzena; Jugnee, Narvada; Arnoriaga-Rodriguez, Maria; Thomas, Maria; Liu, Chengyuan; Massana, Quim; Lopez, Beatriz; Nita, Lucian; Martin, Clare; Fernandez-Real, Jose Manuel; Oliver, Nick; Fernandez-Balsells, Merce; Reddy, Monika

Supervised machine learning to support the diagnosis of bacterial infection in the context of COVID-19

JAC-ANTIMICROBIAL RESISTANCE

IF3.3

2021-02-03

OAAI

Rawson, Timothy M.; Hernandez, Bernard; Wilson, Richard C.; Ming, Damien; Herrero, Pau; Ranganathan, Nisha; Skolimowska, Keira; Gilchrist, Mark; Satta, Giovanni; Georgiou, Pantelis; Holmes, Alison H.

Assessment of Glucose Control Metrics by Discriminant Ratio

DIABETES TECHNOLOGY & THERAPEUTICS

IF6.3

2020-10-01

OAAI

Moscardo, Vanessa; Herrero, Pau; Reddy, Monika; Hill, Nathan R.; Georgiou, Pantelis; Oliver, Nick

An Insulin Bolus Advisor for Type 1 Diabetes Using Deep Reinforcement Learning

SENSORS

IF3.5

2020-09-06

OAAI

Zhu, Taiyu; Li, Kezhi; Kuang, Lei; Herrero, Pau; Georgiou, Pantelis

研究方向