Richard J. B. Dobson

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 89

Top Venues

CoRR

J. Am. Medical Informatics Assoc.

npj Digit. Medicine

IEEE J. Biomed. Health Informatics

Publications

Nicholas Cummins, Lauren L. White, Zahia Rahman, Catriona Lucas, Tian Pan, Ewan Carr, Faith Matcham, Johnny Downs, Richard J. B. Dobson, Judith Dineley
A pilot protocol and cohort for the investigation of non-pathological variability in speech. CoRR (2024)
Paula Andrea Pérez-Toro, Judith Dineley, Agnieszka Kaczkowska, Pauline Conde, Yuezhou Zhang, Faith Matcham, Sara Siddi, Josep Maria Haro, Stuart Bruce, Til Wykes, Raquel Bailón, Srinivasan Vairavan, Richard J. B. Dobson, Andreas K. Maier, Elmar Nöth, Juan Rafael Orozco-Arroyave, Vaibhav A. Narayan, Nicholas Cummins
Longitudinal Modeling of Depression Shifts Using Speech and Language. ICASSP (2024)
Linglong Qian, Tao Wang, Jun Wang, Hugh Logan Ellis, Robin Mitra, Richard J. B. Dobson, Zina M. Ibrahim
How Deep is your Guess? A Fresh Perspective on Deep Learning for Medical Time-Series Imputation. CoRR (2024)
Linglong Qian, Zina M. Ibrahim, Wenjie Du, Yiyuan Yang, Richard J. B. Dobson
Unveiling the Secrets: How Masking Strategies Shape Time Series Imputation. CoRR (2024)
Marco Postiglione, Daniel Bean, Zeljko Kraljevic, Richard J. B. Dobson, Vincenzo Moscato
Predicting Future Disorders via Temporal Knowledge Graphs and Medical Ontologies. IEEE J. Biomed. Health Informatics 28 (7) (2024)
Linglong Qian, Zina M. Ibrahim, Richard J. B. Dobson
Uncertainty-Aware Deep Attention Recurrent Neural Network for Heterogeneous Time Series Imputation. CoRR (2024)
Yatharth Ranjan, Jiangeng Chang, Heet Sankesara, Pauline Conde, Zulqarnain Rashid, Richard J. B. Dobson, Amos Folarin
RADAR-IoT: An Open-Source, Interoperable, and Extensible IoT Gateway Framework for Health Research. Sensors 24 (14) (2024)
Yamiko Joseph Msosa, Arturas Grauslys, Yifan Zhou, Tao Wang, Iain E. Buchan, Paul Langan, Steven Foster, Michael Walker, Michael Pearson, Amos Folarin, Angus Roberts, Simon Maskell, Richard J. B. Dobson, Cecil Kullu, Dennis Kehoe
Trustworthy Data and AI Environments for Clinical Prediction: Application to Crisis-Risk in People With Depression. IEEE J. Biomed. Health Informatics 27 (11) (2023)
Zeljko Kraljevic, Anthony Shek, Joshua Au Yeung, Ewart Jonathan Sheldon, Mohammad Al-Agil, Haris Shuaib, Xi Bai, Kawsar Noor, Anoop D. Shah, Richard J. B. Dobson, James T. Teo
Validating transformers for redaction of text from electronic health records in real-world healthcare. CoRR (2023)
Linglong Qian, Zina M. Ibrahim, Ao Zhang, Richard J. B. Dobson
Addressing Class Imbalance in Electronic Health Records Data Imputation. KDH@IJCAI (2023)
Judith Dineley, Ewan Carr, Faith Matcham, Johnny Downs, Richard J. B. Dobson, Thomas F. Quatieri, Nicholas Cummins
Towards robust paralinguistic assessment for real-world mobile health (mHealth) monitoring: an initial study of reverberation effects on speech. CoRR (2023)
Judith Dineley, Ewan Carr, Faith Matcham, Johnny Downs, Richard J. B. Dobson, Thomas F. Quatieri, Nicholas Cummins
Towards robust paralinguistic assessment for real-world mobile health (mHealth) monitoring: an initial study of reverberation effects on speech. INTERSPEECH (2023)
Thomas Searle, Zina M. Ibrahim, James T. Teo, Richard J. B. Dobson
Discharge summary hospital course summarisation of in patient Electronic Health Record text with clinical concept guided deep pre-trained Transformer models. J. Biomed. Informatics 141 (2023)
Heather Marriott, Renata Kabiljo, Ahmad Al Khleifat, Richard J. B. Dobson, Ammar Al-Chalabi, Alfredo Iacoangeli
DNAscan2: a versatile, scalable, and user-friendly analysis pipeline for human next-generation sequencing data. Bioinform. 39 (4) (2023)
Zeljko Kraljevic, Anthony Shek, Joshua Au Yeung, Ewart Jonathan Sheldon, Haris Shuaib, Mohammad Al-Agil, Xi Bai, Kawsar Noor, Anoop D. Shah, Richard J. B. Dobson, James T. Teo
Validating Transformers for Redaction of Text from Electronic Health Records in Real-World Healthcare. ICHI (2023)
Yuezhou Zhang, Abhishek Pratap, Amos A. Folarin, Shaoxiong Sun, Nicholas Cummins, Faith Matcham, Srinivasan Vairavan, Judith Dineley, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Callum L. Stewart, Katie M. White, Carolin Oetzmann, Alina Ivan, Femke Lamers, Sara Siddi, Carla Hernández Rambla, Sara Simblett, Raluca Nica, David C. Mohr, Inez Myin-Germeys, Til Wykes, Josep Maria Haro, Brenda W. J. H. Penninx, Peter Annas, Vaibhav A. Narayan, Matthew Hotopf, Richard J. B. Dobson
Long-term participant retention and engagement patterns in an app and wearable-based multinational remote digital depression study. npj Digit. Medicine 6 (2023)
Spyridon Kontaxis, Estela Laporta, Esther García, Matteo Martinis, Letizia Leocani, Lucia Roselli, Mathias Due Buron, Ana Isabel Guerrero, Ana Zabalza, Nicholas Cummins, Srinivasan Vairavan, Matthew Hotopf, Richard J. B. Dobson, Vaibhav A. Narayan, Maria Libera La Porta, Gloria Dalla Costa, Melinda Magyari, Per Soelberg Sørensen, Carlos Nos, Raquel Bailón, Giancarlo Comi, RADAR-CNS Consortium
Automatic Assessment of the 2-Minute Walk Distance for Remote Monitoring of People with Multiple Sclerosis. Sensors 23 (13) (2023)
Joshua Au Yeung, Zeljko Kraljevic, Akish Luintel, Alfred Balston, Esther Idowu, Richard J. B. Dobson, James T. Teo
AI chatbots not yet ready for clinical use. Frontiers Digit. Health 5 (2023)
Edward L. Campbell, Judith Dineley, Pauline Conde, Faith Matcham, Katie M. White, Carolin Oetzmann, Sara Simblett, Stuart Bruce, Amos A. Folarin, Til Wykes, Srinivasan Vairavan, Richard J. B. Dobson, Laura Docío Fernández, Carmen García-Mateo, Vaibhav A. Narayan, Matthew Hotopf, Nicholas Cummins
Classifying depression symptom severity: Assessment of speech representations in personalized and generalized machine learning models. INTERSPEECH (2023)
Kawsar Noor, Katherine Smith, Julia Bennett, Jade OConnell, Jessica Fisk, Monika Hunt, Gary Philippo, Teresa Xu, Simon Knight, Luis Romao, Richard J. B. Dobson, Wai Keong Wong
Predicting Clinical Intent from Free Text Electronic Health Records. CoRR (2022)
Honghan Wu, Minhong Wang, Jinge Wu, Farah Francis, Yun-Hsuan Chang, Alex Shavick, Hang Dong, Michael T. C. Poon, Natalie K. Fitzpatrick, Adam P. Levine, Luke T. Slater, Alex Handy, Andreas Karwath, Georgios V. Gkoutos, Claude Chelala, Anoop D. Shah, Robert Stewart, Nigel Collier, Beatrice Alex, William Whiteley, Cathie Sudlow, Angus Roberts, Richard J. B. Dobson
A survey on clinical natural language processing in the United Kingdom from 2007 to 2022. npj Digit. Medicine 5 (2022)
Tao Wang, Rebecca Bendayan, Yamiko Msosa, Megan Pritchard, Angus Roberts, Robert Stewart, Richard J. B. Dobson
Patient-centric characterization of multimorbidity trajectories in patients with severe mental illnesses: A temporal bipartite network modeling approach. J. Biomed. Informatics 127 (2022)
Yu Deng, Yang Wen, Linglong Qian, Esther Puyol-Antón, Hao Xu, Kuberan Pushparajah, Zina M. Ibrahim, Richard J. B. Dobson, Alistair A. Young
Multi-modal Latent-Space Self-alignment for Super-Resolution Cardiac MR Segmentation. STACOM@MICCAI (2022)
Thomas Searle, Zina M. Ibrahim, James T. Teo, Richard J. B. Dobson
Summarisation of Electronic Health Records with Clinical Concept Guidance. CoRR (2022)
Václav Papez, Maxim Moinat, Erica A. Voss, Sofia Bazakou, Anne Van Winzum, Alessia Peviani, Stefan Payralbe, Michael Kallfelz, Folkert W. Asselbergs, Daniel Prieto-Alhambra, Richard J. B. Dobson, Spiros C. Denaxas
Transforming and evaluating the UK Biobank to the OMOP Common Data Model for COVID-19 research and beyond. J. Am. Medical Informatics Assoc. 30 (1) (2022)
Guy P. Hunt, Luigi Grassi, Rafael Henkin, Fabrizio Smeraldi, Thomas P. Spargo, Renata Kabiljo, Sulev Koks, Zina M. Ibrahim, Richard J. B. Dobson, Ammar Al-Chalabi, Michael R. Barnes, Alfredo Iacoangeli
GEOexplorer: a webserver for gene expression analysis and visualisation. Nucleic Acids Res. 50 (W1) (2022)
Dipen Patel, Yamiko Msosa, Tao Wang, Omar G. Mustafa, Siobhan Gee, Julie Williams, Angus Roberts, Richard J. B. Dobson, Fiona Gaughran
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. 22 (1) (2022)
Zeljko Kraljevic, Daniel Bean, Anthony Shek, Rebecca Bendayan, Joshua Au Yeung, Alexander Deng, Alfie Baston, Jack Ross, Esther Idowu, James T. Teo, Richard J. B. Dobson
Foresight - Deep Generative Modelling of Patient Timelines using Electronic Health Records. CoRR (2022)
Valeria De Angel, Serena Lewis, Katie M. White, Carolin Oetzmann, Daniel Leightley, Emanuela Oprea, Grace Lavelle, Faith Matcham, Alice Pace, David C. Mohr, Richard J. B. Dobson, Matthew Hotopf
Digital health tools for the passive monitoring of depression: a systematic review of methods. npj Digit. Medicine 5 (2022)
Jack Wu, Zeljko Kraljevic, Thomas Searle, Daniel Bean, Richard J. B. Dobson
CogStack Cohort at TREC 2022 Clinical Trials Track. TREC (2022)
Shaoxiong Sun, Amos A. Folarin, Yuezhou Zhang, Nicholas Cummins, Shuo Liu, Callum L. Stewart, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Petroula Laiou, Heet Sankesara, Gloria Dalla Costa, Letizia Leocani, Per Soelberg Sørensen, Melinda Magyari, Ana Isabel Guerrero, Ana Zabalza, Srinivasan Vairavan, Raquel Bailón, Sara Simblett, Inez Myin-Germeys, Aki Rintala, Til Wykes, Vaibhav A. Narayan, Matthew Hotopf, Giancarlo Comi, Richard J. B. Dobson
The utility of wearable devices in assessing ambulatory impairments of people with multiple sclerosis in free-living conditions. Comput. Methods Programs Biomed. 227 (2022)
Shuo Liu, Jing Han, Estela Laporta Puyal, Spyridon Kontaxis, Shaoxiong Sun, Patrick Locatelli, Judith Dineley, Florian B. Pokorny, Gloria Dalla Costa, Letizia Leocani, Ana Isabel Guerrero, Carlos Nos, Ana Zabalza, Per Soelberg Sørensen, Mathias Buron, Melinda Magyari, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Callum L. Stewart, Amos A. Folarin, Richard J. B. Dobson, Raquel Bailón, Srinivasan Vairavan, Nicholas Cummins, Vaibhav A. Narayan, Matthew Hotopf, Giancarlo Comi, Björn W. Schuller, RADAR-CNS Consortium
Fitbeat: COVID-19 estimation based on wristband heart rate using a contrastive convolutional auto-encoder. Pattern Recognit. 123 (2022)
Zina M. Ibrahim, Daniel Bean, Thomas Searle, Linglong Qian, Honghan Wu, Anthony Shek, Zeljko Kraljevic, James Galloway, Sam Norton, James T. Teo, Richard J. B. Dobson
A Knowledge Distillation Ensemble Framework for Predicting Short- and Long-Term Hospitalization Outcomes From Electronic Health Records Data. IEEE J. Biomed. Health Informatics 26 (1) (2022)
Harry Bowles, Renata Kabiljo, Ahmad Al Khleifat, Ashley Jones, John P. Quinn, Richard J. B. Dobson, Chad M. Swanson, Ammar Al-Chalabi, Alfredo Iacoangeli
An assessment of bioinformatics tools for the detection of human endogenous retroviral insertions in short-read genome sequencing data. Frontiers Bioinform. 2 (2022)
Honghan Wu, Huayu Zhang, Andreas Karwath, Zina M. Ibrahim, Ting Shi, Xin Zhang, Kun Wang, Jiaxing Sun, Kevin Dhaliwal, Daniel Bean, Victor Roth Cardoso, Kezhi Li, James T. Teo, Amitava Banerjee, Fang Gao-Smith, Tony Whitehouse, Tonny Veenith, Georgios V. Gkoutos, Xiaodong Wu, Richard J. B. Dobson, Bruce Guthrie
Ensemble learning for poor prognosis predictions: A case study on SARS-CoV-2. J. Am. Medical Informatics Assoc. 28 (4) (2021)
Kawsar Noor, Lukasz Roguski, Alex Handy, Roman Klapaukh, Amos Folarin, Luis Romao, Joshua Matteson, Nathan Lea, Leilei Zhu, Wai Keong Wong, Anoop D. Shah, Richard J. B. Dobson
Deployment of a Free-Text Analytics Platform at a UK National Health Service Research Hospital: CogStack at University College London Hospitals. CoRR (2021)
Berber T. Snoeijer, Mariska Burger, Shaoxiong Sun, Richard J. B. Dobson, Amos A. Folarin
Measuring the effect of Non-Pharmaceutical Interventions (NPIs) on mobility during the COVID-19 pandemic using global mobility data. npj Digit. Medicine 4 (2021)
Zeljko Kraljevic, Anthony Shek, Daniel Bean, Rebecca Bendayan, James T. Teo, Richard J. B. Dobson
MedGPT: Medical Concept Prediction from Clinical Narratives. CoRR (2021)
James T. Teo, Vlad Dinu, William Bernal, Phil Davidson, Vitaliy Oliynyk, Cormac Breen, Richard D. Barker, Richard J. B. Dobson
Real-time clinician text feeds from electronic health records. npj Digit. Medicine 4 (2021)
Judith Dineley, Grace Lavelle, Daniel Leightley, Faith Matcham, Sara Siddi, Maria Teresa Peñarrubia-María, Katie M. White, Alina Ivan, Carolin Oetzmann, Sara Simblett, Erin Dawe-Lane, Stuart Bruce, Daniel Stahl, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Amos A. Folarin, Josep Maria Haro, Til Wykes, Richard J. B. Dobson, Vaibhav A. Narayan, Matthew Hotopf, Björn W. Schuller, Nicholas Cummins, RADAR-CNS Consortium
Remote Smartphone-Based Speech Collection: Acceptance and Barriers in Individuals with Major Depressive Disorder. Interspeech (2021)
Jiajing Hu, Rosalba Lepore, Richard J. B. Dobson, Ammar Al-Chalabi, Daniel Bean, Alfredo Iacoangeli
DGLinker: flexible knowledge-graph prediction of disease-gene associations. Nucleic Acids Res. 49 (Webserver-Issue) (2021)
Thomas Searle, Zina M. Ibrahim, James T. Teo, Richard J. B. Dobson
Estimating redundancy in clinical text. J. Biomed. Informatics 124 (2021)
Shuo Liu, Jing Han, Estela Laporta Puyal, Spyridon Kontaxis, Shaoxiong Sun, Patrick Locatelli, Judith Dineley, Florian B. Pokorny, Gloria Dalla Costa, Letizia Leocani, Ana Isabel Guerrero, Carlos Nos, Ana Zabalza, Per Soelberg Sørensen, Mathias Buron, Melinda Magyari, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Callum L. Stewart, Amos A. Folarin, Richard J. B. Dobson, Raquel Bailón, Srinivasan Vairavan, Nicholas Cummins, Vaibhav A. Narayan, Matthew Hotopf, Giancarlo Comi, Björn W. Schuller
Fitbeat: COVID-19 Estimation based on Wristband Heart Rate. CoRR (2021)
Thomas Searle, Zina M. Ibrahim, James T. Teo, Richard J. B. Dobson
Estimating Redundancy in Clinical Text. CoRR (2021)
Aurelie Mascio, Robert Stewart, Riley Botelle, Marcus Williams, Luwaiza Mirza, Rashmi Patel, Thomas Pollak, Richard J. B. Dobson, Angus Roberts
Cognitive Impairments in Schizophrenia: A Study in a Large Clinical Sample Using Natural Language Processing. Frontiers Digit. Health 3 (2021)
Zeljko Kraljevic, Thomas Searle, Anthony Shek, Lukasz Roguski, Kawsar Noor, Daniel Bean, Aurelie Mascio, Leilei Zhu, Amos A. Folarin, Angus Roberts, Rebecca Bendayan, Mark P. Richardson, Robert Stewart, Anoop D. Shah, Wai Keong Wong, Zina M. Ibrahim, James T. Teo, Richard J. B. Dobson
Multi-domain clinical natural language processing with MedCAT: The Medical Concept Annotation Toolkit. Artif. Intell. Medicine 117 (2021)
Yuezhou Zhang, Amos A. Folarin, Shaoxiong Sun, Nicholas Cummins, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Callum L. Stewart, Petroula Laiou, Faith Matcham, Carolin Oetzmann, Femke Lamers, Sara Siddi, Sara Simblett, Aki Rintala, David C. Mohr, Inez Myin-Germeys, Til Wykes, Josep Maria Haro, Brenda W. J. H. Penninx, Vaibhav A. Narayan, Peter Annas, Matthew Hotopf, Richard J. B. Dobson
Predicting Depressive Symptom Severity through Individuals' Nearby Bluetooth Devices Count Data Collected by Mobile Phones: A Preliminary Longitudinal Study. CoRR (2021)
Alvina G. Lai, Wai Hoong Chang, Constantinos A. Parisinos, Michail Katsoulis, Ruth M. Blackburn, Anoop D. Shah, Vincent Nguyen, Spiros C. Denaxas, George Davey Smith, Tom R. Gaunt, Krishnarajah Nirantharakumar, Murray P. Cox, Donall Forde, Folkert W. Asselbergs, Steve Harris, Sylvia Richardson, Reecha Sofat, Richard J. B. Dobson, Aroon D. Hingorani, Riyaz Patel, Jonathan Sterne, Amitava Banerjee, Alastair K. Denniston, Simon Ball, Neil J. Sebire, Nigam H. Shah, Graham R. Foster, Bryan Williams, Harry Hemingway
An informatics consult approach for generating clinical evidence for treatment decisions. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Aurelie Mascio, Zeljko Kraljevic, Daniel Bean, Richard J. B. Dobson, Robert Stewart, Rebecca Bendayan, Angus Roberts
Comparative Analysis of Text Classification Approaches in Electronic Health Records. BioNLP (2020)
Thomas Searle, Zina M. Ibrahim, Richard J. B. Dobson
Comparing Natural Language Processing Techniques for Alzheimer's Dementia Prediction in Spontaneous Speech. CoRR (2020)
Thomas Searle, Zina M. Ibrahim, Richard J. B. Dobson
Experimental Evaluation and Development of a Silver-Standard for the MIMIC-III Clinical Coding Dataset. BioNLP (2020)
Berber T. Snoeijer, Mariska Burger, Shaoxiong Sun, Richard J. B. Dobson, Amos A. Folarin
Measuring the effect of Non-Pharmaceutical Interventions (NPIs) on mobility during the COVID-19 pandemic using global mobility data. CoRR (2020)
Zina M. Ibrahim, Honghan Wu, Richard J. B. Dobson
Modeling Rare Interactions in Time Series Data Through Qualitative Change: Application to Outcome Prediction in Intensive Care Units. CoRR (2020)
Aurelie Mascio, Zeljko Kraljevic, Daniel Bean, Richard J. B. Dobson, Robert Stewart, Rebecca Bendayan, Angus Roberts
Comparative Analysis of Text Classification Approaches in Electronic Health Records. CoRR (2020)
Zina M. Ibrahim, Daniel Bean, Thomas Searle, Honghan Wu, Anthony Shek, Zeljko Kraljevic, James Galloway, Sam Norton, James T. Teo, Richard J. B. Dobson
A Knowledge Distillation Ensemble Framework for Predicting Short and Long-term Hospitalisation Outcomes from Electronic Health Records Data. CoRR (2020)
Shaoxiong Sun, Amos Folarin, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Nicholas Cummins, Faith Matcham, Gloria Dalla Costa, Letizia Leocani, Per Soelberg Sørensen, Mathias Buron, Ana Isabel Guerrero, Ana Zabalza, Brenda W. J. H. Penninx, Femke Lamers, Sara Siddi, Josep Maria Haro, Inez Myin-Germeys, Aki Rintala, Vaibhav A. Narayan, Giancarlo Comi, Matthew Hotopf, Richard J. B. Dobson
Using smartphones and wearable devices to monitor behavioural changes during COVID-19. CoRR (2020)
Zeljko Kraljevic, Thomas Searle, Anthony Shek, Lukasz Roguski, Kawsar Noor, Daniel Bean, Aurelie Mascio, Leilei Zhu, Amos A. Folarin, Angus Roberts, Rebecca Bendayan, Mark P. Richardson, Robert Stewart, Anoop D. Shah, Wai Keong Wong, Zina M. Ibrahim, James T. Teo, Richard J. B. Dobson
Multi-domain Clinical Natural Language Processing with MedCAT: the Medical Concept Annotation Toolkit. CoRR (2020)
Thomas Searle, Zina M. Ibrahim, Richard J. B. Dobson
Experimental Evaluation and Development of a Silver-Standard for the MIMIC-III Clinical Coding Dataset. CoRR (2020)
Rebecca Bendayan, Honghan Wu, Zeljko Kraljevic, Robert Stewart, Tom Searle, Jaya Chaturvedi, Jayati Das-Munshi, Zina M. Ibrahim, Aurelie Mascio, Angus Roberts, Daniel Bean, Richard J. B. Dobson
Identifying physical health comorbidities in a cohort of individuals with severe mental illness: An application of SemEHR. CoRR (2020)
Zina M. Ibrahim, Honghan Wu, Ahmed Hamoud, Lukas Stappen, Richard J. B. Dobson, Andrea Agarossi
On classifying sepsis heterogeneity in the ICU: insight using machine learning. J. Am. Medical Informatics Assoc. 27 (3) (2020)
Hegler Correa Tissot, Anoop D. Shah, David Brealey, Steve Harris, Ruth Agbakoba, Amos Folarin, Luis Romao, Lukasz Roguski, Richard J. B. Dobson, Folkert W. Asselbergs
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 24 (10) (2020)
Ehtesham Iqbal, Risha Govind, Alvin Romero, Olubanke Dzahini, Matthew T. W. Broadbent, Robert Stewart, Tanya Smith, Chi-Hun Kim, Nomi Werbeloff, Richard J. B. Dobson, Zina M. Ibrahim
The side effect profile of Clozapine in real world data of three large mental hospitals. CoRR (2020)
Thomas Searle, Zina M. Ibrahim, Richard J. B. Dobson
Comparing Natural Language Processing Techniques for Alzheimer's Dementia Prediction in Spontaneous Speech. INTERSPEECH (2020)
Zina M. Ibrahim, Honghan Wu, Richard J. B. Dobson
Modeling Rare Interactions in Time Series Data Through Qualitative Change: Application to Outcome Prediction in Intensive Care Units. ECAI (2020)
Thomas Searle, Zeljko Kraljevic, Rebecca Bendayan, Daniel Bean, Richard J. B. Dobson
MedCATTrainer: A Biomedical Free Text Annotation Interface with Active Learning and Research Use Case Specific Customisation. CoRR (2019)
Zina M. Ibrahim, Honghan Wu, Ahmed Hamoud, Lukas Stappen, Richard J. B. Dobson, Andrea Agarossi
On Classifying Sepsis Heterogeneity in the ICU: Insight Using Machine Learning. CoRR (2019)
Spiros C. Denaxas, Arturo Gonzalez-Izquierdo, Kenan Direk, Natalie K. Fitzpatrick, Ghazaleh Fatemifar, Amitava Banerjee, Richard J. B. Dobson, Laurence J. Howe, Valerie Kuan, R. Tom Lumbers, Laura Pasea, Riyaz S. Patel, Anoop D. Shah, Aroon D. Hingorani, Cathie Sudlow, Harry Hemingway
UK phenomics platform for developing and validating electronic health record phenotypes: CALIBER. J. Am. Medical Informatics Assoc. 26 (12) (2019)
Nirmalie Wiratunga, David Corsar, Kyle Martin, Anjana Wijekoon, Eyad Elyan, Zina M. Ibrahim, Oya Celikutan, Richard J. B. Dobson, Stephen J. McKenna, Jacqui Morris, Annalu Waller, Raed A. Abd-Alhammed, Rami Qahwaji, Ray Chaudhuri
Learning to Self-Manage by Intelligent Monitoring, Prediction and Intervention. KHD@IJCAI (2019)
Yatharth Ranjan, Amos A. Folarin, Callum L. Stewart, Pauline Conde, Richard J. B. Dobson, Zulqarnain Rashid
Challenges & solutions in a hybrid mHealth mobile app. UbiComp/ISWC Adjunct (2019)
Anoop D. Shah, Emily Bailey, Tim Williams, Spiros C. Denaxas, Richard J. B. Dobson, Harry Hemingway
Natural language processing for disease phenotyping in UK primary care records for research: a pilot study in myocardial infarction and death. J. Biomed. Semant. 10 (1) (2019)
Thomas Searle, Zeljko Kraljevic, Rebecca Bendayan, Daniel Bean, Richard J. B. Dobson
MedCATTrainer: A Biomedical Free Text Annotation Interface with Active Learning and Research Use Case Specific Customisation. EMNLP/IJCNLP (3) (2019)
Hegler Tissot, Richard J. B. Dobson
Combining string and phonetic similarity matching to identify misspelt names of drugs in medical records written in Portuguese. J. Biomed. Semant. 10 (1) (2019)
Zeljko Kraljevic, Daniel Bean, Aurelie Mascio, Lukasz Roguski, Amos Folarin, Angus Roberts, Rebecca Bendayan, Richard J. B. Dobson
MedCAT - Medical Concept Annotation Tool. CoRR (2019)
Honghan Wu, Karen Hodgson, Sue Dyson, Katherine I. Morley, Zina M. Ibrahim, Ehtesham Iqbal, Robert Stewart, Richard J. B. Dobson, Cathie Sudlow
Contextualised concept embedding for efficiently adapting natural language processing models for phenotype identification. CoRR (2019)
Callum L. Stewart, Zulqarnain Rashid, Yatharth Ranjan, Shaoxiong Sun, Richard J. B. Dobson, Amos A. Folarin
RADAR-base: Major Depressive Disorder and Epilepsy Case Studies. UbiComp/ISWC Adjunct (2018)
Zulqarnain Rashid, Callum L. Stewart, Sebastian Böttcher, Yatharth Ranjan, Richard J. B. Dobson, Amos A. Folarin
RADAR-base: Epilepsy Case Study. UbiComp/ISWC Adjunct (2018)
Spiros C. Denaxas, Pontus Stenetorp, Sebastian Riedel, Maria Pikoula, Richard J. B. Dobson, Harry Hemingway
Application of Clinical Concept Embeddings for Heart Failure Prediction in UK EHR data. CoRR (2018)
Honghan Wu, Giulia Toti, Katherine I. Morley, Zina M. Ibrahim, Amos Folarin, Richard G. Jackson, Ismail Kartoglu, Asha Agrawal, Clive Stringer, Darren Gale, Genevieve Gorrell, Angus Roberts, Matthew T. M. Broadbent, Robert Stewart, Richard J. B. Dobson
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. 25 (5) (2018)
Yatharth Ranjan, Maximilian Kerz, Zulqarnain Rashid, Sebastian Böttcher, Richard J. B. Dobson, Amos A. Folarin
RADAR-base: A Novel Open Source m-Health Platform. UbiComp/ISWC Adjunct (2018)
Richard G. Jackson, Ismail Kartoglu, Clive Stringer, Genevieve Gorrell, Angus Roberts, Xingyi Song, Honghan Wu, Asha Agrawal, Kenneth Lui, Tudor Groza, Damian Lewsley, Doug Northwood, Amos Folarin, Robert Stewart, Richard J. B. Dobson
CogStack - experiences of deploying integrated information retrieval and extraction services in a large National Health Service Foundation Trust hospital. BMC Medical Informatics Decis. Mak. 18 (1) (2018)
Christopher Ormandy, Zina M. Ibrahim, Richard J. B. Dobson
Learning Patient Similarity Using Joint Distributed Embeddings of Treatment and Diagnoses. KHD@IJCAI (2017)
Chandra Pandey, Zina M. Ibrahim, Honghan Wu, Ehtesham Iqbal, Richard J. B. Dobson
Improving RNN with Attention and Embedding for Adverse Drug Reactions. DH (2017)
Hui Wang, Quan Sun, Anika Oellrich, Honghan Wu, Richard J. B. Dobson
The psycho-env corpus: research articles annotated for knowledge discovery on correlating mental diseases and environmental factors. KHD@IJCAI (2017)
Honghan Wu, Anika Oellrich, Christine Girges, Bernard de Bono, Tim J. P. Hubbard, Richard J. B. Dobson
Automated PDF highlighting to support faster curation of literature for Parkinson's and Alzheimer's disease. Database J. Biol. Databases Curation 2017 (2017)
Maximilian Kerz, Amos Folarin, Nicholas Meyer, Mark Begale, James MacCabe, Richard J. B. Dobson
SleepSight: a wearables-based relapse prevention system for schizophrenia. UbiComp Adjunct (2016)
Matthias König, Anika Oellrich, Dagmar Waltemath, Richard J. B. Dobson, Tim J. P. Hubbard, Olaf Wolkenhauer
Challenges and opportunities for system biology standards and tools in medical research. ODLS (2016)
Honghan Wu, Zina M. Ibrahim, Ehtesham Iqbal, Richard J. B. Dobson
Encoding Medication Episodes for Adverse Drug Event Prediction. SGAI Conf. (2016)
Zina M. Ibrahim, Honghan Wu, Robbie Mallah, Richard J. B. Dobson
Category-Driven Association Rule Mining. SGAI Conf. (2016)
George Gkotsis, Anika Oellrich, Tim J. P. Hubbard, Richard J. B. Dobson, Maria Liakata, Sumithra Velupillai, Rina Dutta
The language of mental health problems in social media. CLPsych@HLT-NAACL (2016)
Hans-Joachim Böckenhauer, Richard J. B. Dobson, Sacha Krug, Kathleen Steinhöfel
On Energy-Efficient Computations With Advice. COCOON (2015)
Zina M. Ibrahim, Lorena Fernández de la Cruz, Argyris K. Stringaris, Robert Goodman, Michael Luck, Richard J. B. Dobson
A Multi-Agent Platform for Automating the Collection of Patient-Provided Clinical Feedback. AAMAS (2015)
Zina M. Ibrahim, Robbie Mallah, Richard J. B. Dobson
Towards Using Rule-Based Multi-agent System for the Early Detection of Adverse Drug Reactions. FLAIRS Conference (2014)
Richard G. Jackson, Michael Ball, Rashmi Patel, Richard D. Hayes, Richard J. B. Dobson, Robert Stewart
TextHunter - A User Friendly Tool for Extracting Generic Concepts from Free Text in Clinical Research. AMIA (2014)
Richard J. B. Dobson, Patricia B. Munroe, Mark J. Caulfield, Mansoor A. S. Saqi
Protein interaction networks associated with cardiovascular disease and cancer: exploring the effect of bias on shared network properties. Int. J. Data Min. Bioinform. 9 (4) (2014)
Zina M. Ibrahim, Stephen Newhouse, Richard J. B. Dobson
Detecting epistasis in the presence of linkage disequilibrium: A focused comparison. CIBCB (2013)
Richard J. B. Dobson, Kathleen Steinhöfel
Sa based power efficient FPGA LUT mapping. GECCO (Companion) (2013)
Joo Wook Ahn, Abhishek Dixit, Caroline E. Johnston, Caroline M. Ogilvie, David A. Collier, Sarah Curran, Richard J. B. Dobson
BBGRE: brain and body genetic resource exchange. Database J. Biol. Databases Curation 2013 (2013)
Mansoor A. S. Saqi, Richard J. B. Dobson, Preben Kraben, David A. Hodgson, David L. Wild
An approach to pathway reconstruction using whole genome metabolic models and sensitive sequence searching. J. Integr. Bioinform. 6 (1) (2009)
Richard J. B. Dobson, Patricia B. Munroe, Mark J. Caulfield, Mansoor A. S. Saqi
Global sequence properties for superfamily prediction: a machine learning approach. J. Integr. Bioinform. 6 (1) (2009)
Richard J. B. Dobson, Patricia B. Munroe, Charles A. Mein, Mark J. Caulfield, Mansoor A. S. Saqi
Combining Protein-Protein Interaction (PPI) Network and Sequence Attributes for Predicting Hypertension Related Proteins. BIRD (2008)

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Richard J. B. Dobson