default search action
Peter J. Watkinson
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [c9]Zhiyao Luo, Yangchen Pan, Peter J. Watkinson, Tingting Zhu:
Position: Reinforcement Learning in Dynamic Treatment Regimes Needs Critical Reexamination. ICML 2024 - [i6]Zhiyao Luo, Yangchen Pan, Peter J. Watkinson, Tingting Zhu:
Reinforcement Learning in Dynamic Treatment Regimes Needs Critical Reexamination. CoRR abs/2405.18556 (2024) - 2023
- [c8]Cristian Roman
, Sarah Vollam, Peter J. Watkinson, Lionel Tarassenko:
Wearables for continuous patient monitoring on COVID-19 isolation wards. BHI 2023: 1-4 - [i5]Munib Mesinovic, Peter J. Watkinson, Tingting Zhu:
XMI-ICU: Explainable Machine Learning Model for Pseudo-Dynamic Prediction of Mortality in the ICU for Heart Attack Patients. CoRR abs/2305.06109 (2023) - [i4]Munib Mesinovic, Peter J. Watkinson, Tingting Zhu:
Explainable AI for clinical risk prediction: a survey of concepts, methods, and modalities. CoRR abs/2308.08407 (2023) - [i3]Munib Mesinovic
DySurv: Dynamic Deep Learning Model for Survival Prediction in the ICU. CoRR abs/2310.18681 (2023) - 2022
- [j21]João Jorge
Non-contact physiological monitoring of post-operative patients in the intensive care unit. npj Digit. Medicine 5 (2022) - [c7]Henrique Aguiar, Mauro D. Santos, Peter J. Watkinson, Tingting Zhu:
Learning of Cluster-based Feature Importance for Electronic Health Record Time-series. ICML 2022: 161-179 - 2021
- [j20]Peter H. Charlton
An impedance pneumography signal quality index: Design, assessment and application to respiratory rate monitoring. Biomed. Signal Process. Control. 65: 102339 (2021) - [j19]Mauro D. Santos, Cristian Roman
A Real-Time Wearable System for Monitoring Vital Signs of COVID-19 Patients in a Hospital Setting. Frontiers Digit. Health 3: 630273 (2021) - [j18]João Jorge
Non-Contact Assessment of Peripheral Artery Haemodynamics Using Infrared Video Thermography. IEEE Trans. Biomed. Eng. 68(1): 276-288 (2021) - [j17]Rasheed el-Bouri
Hospital Admission Location Prediction via Deep Interpretable Networks for the Year-Round Improvement of Emergency Patient Care. IEEE J. Biomed. Health Informatics 25(1): 289-300 (2021) - 2020
- [j16]Simarjot S. Dahella, James S. Briggs
Implementing a system for the real-time risk assessment of patients considered for intensive care. BMC Medical Informatics Decis. Mak. 20(1): 161 (2020) - [j15]Farah E. Shamout
Deep Interpretable Early Warning System for the Detection of Clinical Deterioration. IEEE J. Biomed. Health Informatics 24(2): 437-446 (2020) - [c6]Rasheed el-Bouri, David W. Eyre, Peter J. Watkinson, Tingting Zhu, David A. Clifton:
Student-Teacher Curriculum Learning via Reinforcement Learning: Predicting Hospital Inpatient Admission Location. ICML 2020: 2848-2857 - [i2]Rasheed el-Bouri, David W. Eyre, Peter J. Watkinson, Tingting Zhu
Student-Teacher Curriculum Learning via Reinforcement Learning: Predicting Hospital Inpatient Admission Location. CoRR abs/2007.01135 (2020) - [i1]Henrique Aguiar, Mauro D. Santos, Peter J. Watkinson, Tingting Zhu
Phenotyping Clusters of Patient Trajectories suffering from Chronic Complex Disease. CoRR abs/2011.08356 (2020)
2010 – 2019
- 2019
- [j14]James Malycha
Patient centred variables with univariate associations with unplanned ICU admission: a systematic review. BMC Medical Informatics Decis. Mak. 19(1): 98:1-98:9 (2019) - [j13]Mauricio Villarroel, Sitthichok Chaichulee
Non-contact physiological monitoring of preterm infants in the Neonatal Intensive Care Unit. npj Digit. Medicine 2 (2019) - 2018
- [j12]Stijn Luca
Point process models for novelty detection on spatial point patterns and their extremes. Comput. Stat. Data Anal. 125: 86-103 (2018) - [j11]Steve K. Harris
Critical Care Health Informatics Collaborative (CCHIC): Data, tools and methods for reproducible research: A multi-centre UK intensive care database. Int. J. Medical Informatics 112: 82-89 (2018) - [j10]Drew A. Birrenkott
A Robust Fusion Model for Estimating Respiratory Rate From Photoplethysmography and Electrocardiography. IEEE Trans. Biomed. Eng. 65(9): 2033-2041 (2018) - 2017
- [j9]David Wong
Quantitative metrics for evaluating the phased roll-out of clinical information systems. Int. J. Medical Informatics 105: 130-135 (2017) - [j8]David Wong
A ward-based time study of paper and electronic documentation for recording vital sign observations. J. Am. Medical Informatics Assoc. 24(4): 717-721 (2017) - [j7]Marco A. F. Pimentel
Toward a Robust Estimation of Respiratory Rate From Pulse Oximeters. IEEE Trans. Biomed. Eng. 64(8): 1914-1923 (2017) - 2016
- [j6]Timothy Bonnici
Evaluation of the effects of implementing an electronic early warning score system: protocol for a stepped wedge study. BMC Medical Informatics Decis. Mak. 16: 19 (2016) - [c5]Drew A. Birrenkott
Robust estimation of respiratory rate via ECG- and PPG-derived respiratory quality indices. EMBC 2016: 676-679 - 2015
- [j5]David Wong
SEND: a system for electronic notification and documentation of vital sign observations. BMC Medical Informatics Decis. Mak. 15: 68 (2015) - 2014
- [j4]Lei A. Clifton
Predictive Monitoring of Mobile Patients by Combining Clinical Observations With Data From Wearable Sensors. IEEE J. Biomed. Health Informatics 18(3): 722-730 (2014) - [j3]Lei A. Clifton
Probabilistic Novelty Detection With Support Vector Machines. IEEE Trans. Reliab. 63(2): 455-467 (2014) - [c4]Alistair E. W. Johnson, Jonathan Burgess, Marco A. F. Pimentel, David A. Clifton, J. Duncan Young
Physiological trajectory of patients pre and post ICU discharge1. EMBC 2014: 3160-3163 - 2013
- [j2]Marco A. F. Pimentel, David A. Clifton, Lei A. Clifton
Modelling physiological deterioration in post-operative patient vital-sign data. Medical Biol. Eng. Comput. 51(8): 869-877 (2013) - [j1]Lei A. Clifton
Gaussian Processes for Personalized e-Health Monitoring With Wearable Sensors. IEEE Trans. Biomed. Eng. 60(1): 193-197 (2013) - 2012
- [c3]Marco A. F. Pimentel, David A. Clifton, Lei A. Clifton, Peter J. Watkinson, Lionel Tarassenko:
Vital-sign Data Fusion Models for Post-operative Patients. BIOSIGNALS 2012: 410-413 - [c2]Lei A. Clifton, David A. Clifton, Marco A. F. Pimentel, Peter J. Watkinson
Gaussian process regression in vital-sign early warning systems. EMBC 2012: 6161-6164 - 2011
- [c1]Lei A. Clifton, David A. Clifton, Peter J. Watkinson, Lionel Tarassenko:
Identification of Patient Deterioration in Vital-Sign Data using One-Class Support Vector Machines. FedCSIS 2011: 125-131
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-09-04 00:23 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: