Richard J. B. Dobson
Orcid: 0000-0003-4224-9245Affiliations:
- Kings College London, UK
According to our database1,
Richard J. B. Dobson
authored at least 88 papers
between 2006 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2024
Uncertainty-Aware Deep Attention Recurrent Neural Network for Heterogeneous Time Series Imputation.
CoRR, 2024
2023
Trustworthy Data and AI Environments for Clinical Prediction: Application to Crisis-Risk in People With Depression.
IEEE J. Biomed. Health Informatics, November, 2023
Automatic Assessment of the 2-Minute Walk Distance for Remote Monitoring of People with Multiple Sclerosis.
Sensors, July, 2023
Discharge summary hospital course summarisation of in patient Electronic Health Record text with clinical concept guided deep pre-trained Transformer models.
J. Biomed. Informatics, May, 2023
DNAscan2: a versatile, scalable, and user-friendly analysis pipeline for human next-generation sequencing data.
Bioinform., April, 2023
Long-term participant retention and engagement patterns in an app and wearable-based multinational remote digital depression study.
npj Digit. Medicine, 2023
Identifying depression-related topics in smartphone-collected free-response speech recordings using an automatic speech recognition system and a deep learning topic model.
CoRR, 2023
Disease Insight through Digital Biomarkers Developed by Remotely Collected Wearables and Smartphone Data.
CoRR, 2023
Towards robust paralinguistic assessment for real-world mobile health (mHealth) monitoring: an initial study of reverberation effects on speech.
CoRR, 2023
Proceedings of the 6th International Workshop on Knowledge Discovery from Healthcare Data co-located with 32nd International Joint Conference on Artificial Intelligence (IJCAI 2023), 2023
Validating Transformers for Redaction of Text from Electronic Health Records in Real-World Healthcare.
Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023
2022
A Knowledge Distillation Ensemble Framework for Predicting Short- and Long-Term Hospitalization Outcomes From Electronic Health Records Data.
IEEE J. Biomed. Health Informatics, 2022
Fitbeat: COVID-19 estimation based on wristband heart rate using a contrastive convolutional auto-encoder.
Pattern Recognit., 2022
A survey on clinical natural language processing in the United Kingdom from 2007 to 2022.
npj Digit. Medicine, 2022
Digital health tools for the passive monitoring of depression: a systematic review of methods.
npj Digit. Medicine, 2022
Nucleic Acids Res., 2022
An implementation framework and a feasibility evaluation of a clinical decision support system for diabetes management in secondary mental healthcare using CogStack.
BMC Medical Informatics Decis. Mak., 2022
Patient-centric characterization of multimorbidity trajectories in patients with severe mental illnesses: A temporal bipartite network modeling approach.
J. Biomed. Informatics, 2022
Transforming and evaluating the UK Biobank to the OMOP Common Data Model for COVID-19 research and beyond.
J. Am. Medical Informatics Assoc., 2022
An assessment of bioinformatics tools for the detection of human endogenous retroviral insertions in short-read genome sequencing data.
Frontiers Bioinform., 2022
Foresight - Deep Generative Modelling of Patient Timelines using Electronic Health Records.
CoRR, 2022
CoRR, 2022
The utility of wearable devices in assessing ambulatory impairments of people with multiple sclerosis in free-living conditions.
Comput. Methods Programs Biomed., 2022
Proceedings of the Thirty-First Text REtrieval Conference, 2022
Multi-modal Latent-Space Self-alignment for Super-Resolution Cardiac MR Segmentation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022
RADAR-IoT: An open-source, interoperable and extensible IoT gateway framework for healthcare and beyond.
Proceedings of the Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, 2022
2021
npj Digit. Medicine, 2021
Measuring the effect of Non-Pharmaceutical Interventions (NPIs) on mobility during the COVID-19 pandemic using global mobility data.
npj Digit. Medicine, 2021
Nucleic Acids Res., 2021
An informatics consult approach for generating clinical evidence for treatment decisions.
BMC Medical Informatics Decis. Mak., 2021
J. Am. Medical Informatics Assoc., 2021
Cognitive Impairments in Schizophrenia: A Study in a Large Clinical Sample Using Natural Language Processing.
Frontiers Digit. Health, 2021
Deployment of a Free-Text Analytics Platform at a UK National Health Service Research Hospital: CogStack at University College London Hospitals.
CoRR, 2021
Predicting Depressive Symptom Severity through Individuals' Nearby Bluetooth Devices Count Data Collected by Mobile Phones: A Preliminary Longitudinal Study.
CoRR, 2021
Multi-domain clinical natural language processing with MedCAT: The Medical Concept Annotation Toolkit.
Artif. Intell. Medicine, 2021
Remote Smartphone-Based Speech Collection: Acceptance and Barriers in Individuals with Major Depressive Disorder.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021
2020
Natural Language Processing for Mimicking Clinical Trial Recruitment in Critical Care: A Semi-Automated Simulation Based on the LeoPARDS Trial.
IEEE J. Biomed. Health Informatics, 2020
J. Am. Medical Informatics Assoc., 2020
A Knowledge Distillation Ensemble Framework for Predicting Short and Long-term Hospitalisation Outcomes from Electronic Health Records Data.
CoRR, 2020
Using smartphones and wearable devices to monitor behavioural changes during COVID-19.
CoRR, 2020
Identifying physical health comorbidities in a cohort of individuals with severe mental illness: An application of SemEHR.
CoRR, 2020
The side effect profile of Clozapine in real world data of three large mental hospitals.
CoRR, 2020
Comparing Natural Language Processing Techniques for Alzheimer's Dementia Prediction in Spontaneous Speech.
Proceedings of the Interspeech 2020, 2020
Modeling Rare Interactions in Time Series Data Through Qualitative Change: Application to Outcome Prediction in Intensive Care Units.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020
Experimental Evaluation and Development of a Silver-Standard for the MIMIC-III Clinical Coding Dataset.
Proceedings of the 19th SIGBioMed Workshop on Biomedical Language Processing, 2020
Proceedings of the 19th SIGBioMed Workshop on Biomedical Language Processing, 2020
2019
UK phenomics platform for developing and validating electronic health record phenotypes: CALIBER.
J. Am. Medical Informatics Assoc., 2019
Contextualised concept embedding for efficiently adapting natural language processing models for phenotype identification.
CoRR, 2019
BMC Bioinform., 2019
Combining string and phonetic similarity matching to identify misspelt names of drugs in medical records written in Portuguese.
J. Biomed. Semant., 2019
Natural language processing for disease phenotyping in UK primary care records for research: a pilot study in myocardial infarction and death.
J. Biomed. Semant., 2019
Proceedings of the 4th International Workshop on Knowledge Discovery in Healthcare Data co-located with the 28th International Joint Conference on Artificial Intelligence, 2019
Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019
MedCATTrainer: A Biomedical Free Text Annotation Interface with Active Learning and Research Use Case Specific Customisation.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
2018
CogStack - experiences of deploying integrated information retrieval and extraction services in a large National Health Service Foundation Trust hospital.
BMC Medical Informatics Decis. Mak., 2018
SemEHR: A general-purpose semantic search system to surface semantic data from clinical notes for tailored care, trial recruitment, and clinical research.
J. Am. Medical Informatics Assoc., 2018
Application of Clinical Concept Embeddings for Heart Failure Prediction in UK EHR data.
CoRR, 2018
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018
2017
Automated PDF highlighting to support faster curation of literature for Parkinson's and Alzheimer's disease.
Database J. Biol. Databases Curation, 2017
The psycho-env corpus: research articles annotated for knowledge discovery on correlating mental diseases and environmental factors.
Proceedings of the 2nd International Workshop on Knowledge Discovery in Healthcare Data Co-located with the 26th International Joint Conference on Artificial Intelligence (IJCAI 2017), 2017
Learning Patient Similarity Using Joint Distributed Embeddings of Treatment and Diagnoses.
Proceedings of the 2nd International Workshop on Knowledge Discovery in Healthcare Data Co-located with the 26th International Joint Conference on Artificial Intelligence (IJCAI 2017), 2017
Proceedings of the 2017 International Conference on Digital Health, 2017
2016
Proceedings of the Research and Development in Intelligent Systems XXXIII, 2016
Proceedings of the Research and Development in Intelligent Systems XXXIII, 2016
Challenges and opportunities for system biology standards and tools in medical research.
Proceedings of the 7th Workshop on Ontologies and Data in Life Sciences, 2016
Proceedings of the 3rd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality, 2016
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016
2015
Proceedings of the Computing and Combinatorics - 21st International Conference, 2015
A Multi-Agent Platform for Automating the Collection of Patient-Provided Clinical Feedback.
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015
2014
Protein interaction networks associated with cardiovascular disease and cancer: exploring the effect of bias on shared network properties.
Int. J. Data Min. Bioinform., 2014
Towards Using Rule-Based Multi-agent System for the Early Detection of Adverse Drug Reactions.
Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, 2014
TextHunter - A User Friendly Tool for Extracting Generic Concepts from Free Text in Clinical Research.
Proceedings of the AMIA 2014, 2014
2013
Database J. Biol. Databases Curation, 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), 2013
2009
An approach to pathway reconstruction using whole genome metabolic models and sensitive sequence searching.
J. Integr. Bioinform., 2009
J. Integr. Bioinform., 2009
2008
Combining Protein-Protein Interaction (PPI) Network and Sequence Attributes for Predicting Hypertension Related Proteins.
Proceedings of the Bioinformatics Research and Development, 2008
2006
BMC Bioinform., 2006