Institute of Psychiatry, Psychology & Neuroscience

Research output

Research output per year 1972 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2030

• 6005131 Citations
• 38980 Article
• 3587 Meeting abstract
• 2266 Review article
• 1181 Editorial
• 5771 More
  • 1167 Chapter
  • 1064 Literature review
  • 1036 Letter
  • 649 Comment/debate
  • 595 Conference paper
  • 291 Book/Film/Article review
  • 234 Book
  • 138 Other contribution
  • 133 Meeting Abstract
  • 112 Report
  • 110 Poster abstract
  • 51 Preprint
  • 36 Short survey
  • 35 Commissioned report
  • 16 Other chapter contribution
  • 16 Abstract
  • 15 Poster
  • 10 Foreword/postscript
  • 10 Paper
  • 10 Working paper
  • 9 Conference contribution
  • 9 Patent
  • 7 Entry in encyclopedia/dictionary
  • 5 Digital or Visual Products
  • 4 Featured article
  • 3 Special issue
  • 3 Software
  • 1 Artefact
  • 1 Data set/Database
  • 1 Web publication/site

Research output per year

Research output per year

Search results

• 2024

  A 3D Generative Model of Pathological Multi-modal MR Images and Segmentations

  Fernandez, V., Pinaya, W. H. L., Borges, P., Graham, M. S., Vercauteren, T. & Cardoso, M. J., 2024, Deep Generative Models - Third MICCAI Workshop, DGM4MICCAI 2023, Held in Conjunction with MICCAI 2023, Proceedings. Mukhopadhyay, A., Oksuz, I., Engelhardt, S., Zhu, D. & Yuan, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 132-142 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14533 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  • Segmentation 100%
  • User 50%
  • Modeling 25%
  • Prevents 25%
  • Medical Imaging 25%

• Can brief accessible CBT workshops help improve the mental health of adolescents? results of the BESST trial, a confirmatory trial in schools in the UK

  Brown, J., 6 Sept 2024, European Association of Behavioural and Cognitive Therapy.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Development of a knowledge graph embeddings model for pain

  Chaturvedi, J., Wang, T., Velupillai, S., Stewart, R. & Roberts, A., Jan 2024, AMIA Annual Symposium Proceedings 2024. p. 299-308 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  • Knowledge Graph Embedding 100%
  • Link Prediction 66%
  • Reasoning 33%
  • Modeling 33%
  • Complex Concept 33%

• DLGC: Dictionary Learning based Granger Causal Discovery for Cortico-muscular Coupling

  Abbas, F., McClelland, V., Cvetkovic, Z. & Dai, W., 26 Aug 2024, EUROPEAN SIGNAL PROCESSING CONFERENCE: EUSIPCO 2024. 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  File

  • Physiological Signal 100%
  • Dictionary Learning 100%
  • Brain 100%
  • Algorithms 33%
  • Optimization Problem 33%
  39 Downloads (Pure)

• Identifying Mentions of Pain in Mental Health Records Text: A Natural Language Processing Approach

  Chaturvedi, J., Velupillai, S., Stewart, R. & Roberts, A., 25 Jan 2024, MEDINFO 2023 — The Future Is Accessible: Proceedings of the 19th World Congress on Medical and Health Informatics . Bichel-Findlay, J., Otero, P., Scott, P. & Huesing, E. (eds.). IOS Press, Vol. 310. p. 695-699 5 p. (Studies in Health Technology and Informatics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access

  • Processing Approach 100%
  • Natural Language Processing 100%
  • Data Source 33%
  • Database Record 33%
  1 Citation (Scopus)

• Mechanisms for Integrating Real Data into Search Game Simulations: An Application to Winter Health Service Pressures and Preventative Policies

  Chapman, M., G-Medhin, A., Daneshi, K., Bramwell, T., Durbaba, S., Curcin, V., Parmar, D., Boulding, H., Becares, L., Morgan, C., Molokhia, M., McBurney, P., Harding, S., Wolfe, I., Ashworth, M. & Poston, L., 2024, AMIA Summits on Translational Science Proceedings 2024.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access

• Predicting Deterioration in Mild Cognitive Impairment with Survival Transformers, Extreme Gradient Boosting and Cox Proportional Hazard Modelling

  Musto, H., Stamate, D., Logofatu, D. & Stahl, D., 17 Sept 2024, Artificial Neural Networks and Machine Learning – ICANN 2024 - 33rd International Conference on Artificial Neural Networks, Proceedings. Wand, M., Schmidhuber, J., Wand, M., Malinovská, K., Schmidhuber, J., Tetko, I. V. & Tetko, I. V. (eds.). Springer Science and Business Media Deutschland GmbH, p. 359-372 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15023 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  • Proportional Hazard 100%
  • Survival Analysis 100%
  • Cognitive Disorders 100%
  • Learning System 100%
  • Cross-Validation 50%

• Prediction of Treatment Outcome to Transcranial Direct Current Stimulation in Major Depression Based on Deep Learning of EEG Data

  Moncy, J. C., Fan, Y. & Fu, C. H. Y., 2024, Proceedings - 2024 IEEE Conference on Artificial Intelligence, CAI 2024. Institute of Electrical and Electronics Engineers Inc., p. 1123-1128 6 p. (Proceedings - 2024 IEEE Conference on Artificial Intelligence, CAI 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  • Major Depressive Disorder 100%
  • Electroencephalography 100%
  • Transcranial Direct Current Stimulation 100%
  • Short-Term Memory 25%
  • Antidepressant 12%

• Real-time mobile health analytics & interventions pipeline to detect acute events in COPD

  Sankesara, H., Ranjan, Y., Conde, P., Anthobiani, M., Rashid, Z., Roy Choudhury, A., Stewart, C., Zhang, Y., Porter, J., Hurst, J. R., Dobson, R. & Folarin, A., 13 Nov 2024, 21th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  File

  • Analytics 100%
  • Questionnaire 100%
  • Chronic Obstructive Pulmonary Disease 100%
  • Mobile Health 100%
  • Rating 100%
  14 Downloads (Pure)

• Spatio-Temporal Encoding of Brain Dynamics with Surface Masked Autoencoders

  Dahan, S., Williams, L., Guo, Y., Rueckert, D. & Robinson, E., 2024, Proceedings of Machine Learning Research. Vol. 106. p. 1-20

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access

  • Modeling 100%
  • Vision Transformer 100%
  • Pre-Trained Model 100%
  • Large Data Set 50%
  • Temporal Dynamic 50%

• Updating Large Language Models’ Memories with Time Constraints

  Wu, X., Bu, Y., Cai, Y. & Wang, T., 1 Oct 2024, (Accepted/In press) The 2024 Conference on Empirical Methods in Natural Language Processing.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  • Time Constraint 100%
  • Large Language Model 100%
  • Internal Memory 22%
  • External Knowledge 22%
  • Identification 11%

• Variability of speech timing features across repeated recordings: a comparison of open-source extraction techniques

  Dineley, J., Carr, E., White, L., Lucas, C., Rahman, Z., Pan, T., Matcham, F., Downs, J., Dobson, R., Quatieri, T. F. & Cummins, N., 1 Sept 2024, ISCA Archive. International Speech Communication Association, Vol. 2024-August. p. 2015-2019 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access

  • Open Source 100%
  • Source Extraction 100%
  • Clinical Research 25%
  • Study Design 25%
  • Health Condition 20%

• Weighted Errors-in-Variables Modelling for Detection of Cortico-Muscular Couplings

  Guo, Z., McClelland, V., Dai, W., Cong, F. & Cvetkovic, Z., 16 Apr 2024, (Accepted/In press) 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'24. IEEE, 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  File

  • Modeling 100%
  • Error Variable 100%
  • Coherence 100%
  • Error 100%
  • Least Squares Methods 66%
  67 Downloads (Pure)
• 2023

  560 Fetal craniofacial biometry: feasibility of deep 3D MRI phenotyping in a cohort with Down syndrome using atlas-based label propagation

  Matthew, J., Uus, A., Gartner, A., Cordero-Grande, L., Kyriakopoulou, V., Cromb, D., Wright, R., O'Muircheartaigh, J., Baburamani, A., Malamateniou, C., Hutter, J., Edwards, D., Hajnal, J., Rutherford, M. & Deprez, M., 2023, British Association of Perinatal Medicine and Neonatal Society.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper

• A Multimodal Dataset for Robot Learning to Imitate Social Human-Human Interaction

  Nguyen, T. V. T., Georgescu, A., Di Giulio, I. & Celiktutan, O., 2023, (Accepted/In press) Companion of the 2023 ACM/IEEE International Conference on Human-Robot Interaction (HRI’23 Companion). ACM

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access

  File

  • Robot 100%
  • Human Interaction 100%
  • Modeling 50%
  • Channels 25%
  • Automatic Approach 25%
  473 Downloads (Pure)

• Assessing Multisite PET Neuroimaging Harmonisation for Normative Modelling

  Giacomel, A., Martins, D., Nordio, G., Easmine, R., Howes, O., Williams, S. C. R., Turkheimer, F., De Groot, M., Dipasquale, O. & Veronese, M., 2023, 8th National Congress of Bioengineering, GNB 2023 - Proceedings. Patron Editore S.r.l., (Convegno Nazionale di Bioingegneria).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  • Normative 100%
  • Harmonization 100%
  • Data Set 100%
  • Positron Emission Tomography 100%
  • Molecular Imaging 100%

• Automated quantification of FDOPA PET using XNAT

  Nordio, G., Easmin, R., Giacomel, A., Dipasquale, O., Martins, D., Schiulaz, A., Williams, S., Turkheimer, F., Howes, O. & Veronese, M., 2023, 8th National Congress of Bioengineering, GNB 2023 - Proceedings. Patron Editore S.r.l., (Convegno Nazionale di Bioingegneria).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  • Positron Emission Tomography 100%
  • Dopamine 75%
  • Automated Analysis 66%
  • Reproducibility 66%
  • Neuroimaging Data 33%

• Bayesian Networks for the robust and unbiased prediction of depression and its symptoms utilizing speech and multimodal data

  Fara, S., Hickey, O., Georgescu, A., Goria, S., Molimpakis, E. & Cummins, N., 20 Aug 2023, Proc. INTERSPEECH 2023. ISCA-INST SPEECH COMMUNICATION ASSOC, Vol. 2023-August. p. 1728-1732 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access

  • Bayesian Networks 100%
  • Major Depressive Disorder 50%
  • Modeling 25%
  • Data Stream 25%
  • Depressive Symptom 25%
  3 Citations (Scopus)

• Classifying depression symptom severity: Assessment of speech representations in personalized and generalized machine learning models

  Campbell, E., Dineley, J., Conde, P., Matcham, F., White, K., Oetzmann, C., Simblett, S., Bruce, S., Folarin, A., Wykes, T., Vairavan, S., Dobson, R., Docio-Fernandez, L., Garcia-Mateo, C., Narayan, V. A., Hotopf, M., Cummins, N. & Consortium, O. B. O. T. R. C., 20 Aug 2023, Proc. INTERSPEECH 2023. ISCA-INST SPEECH COMMUNICATION ASSOC, Vol. 2023-August. p. 1738-1742 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access

  • Learning Model 100%
  • Learning System 100%
  • Depression 66%
  • Neural Network 33%
  • Long Short-Term Memory 33%
  2 Citations (Scopus)

• Development of a Knowledge Graph Embeddings Model for Pain

  Chaturvedi, J., Roberts, A., Stewart, R., Velupillai, S. & Wang, T., 2023, (Accepted/In press) AMIA Annual Symposium Proceedings 2023.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access

  • Knowledge Graph Embedding 100%
  • Link Prediction 66%
  • Reasoning 33%
  • Modeling 33%
  • Complex Concept 33%

• Feasibility of Using Wearable Actigraphy for Behavioural Monitoring in Care Home Residents Living with Moderate to Severe Alzheimer’s Disease and Agitation

  Guu, T.-W., 25 Dec 2023, Alzheimer's and Dementia-Supplement: Dementia Care and Psychosocial Factors .

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access

• Implementation of a Multisectoral Programme to Improve Indigenous AdolesCent Mental Health in Brazil and Dominica (IMPACT)

  Harding, S., Anderson, S., Dias, I. M. Á. V., Parmar, D., Dazzan, P., Murdoch, J., Emmanuel, R. & Zourntos, X., 31 Dec 2023, (Accepted/In press) The Caribbean Public Health Agency .

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper

  File

  • Program 100%
  • Implementation 100%
  • Mental Health 100%
  • Communities 57%
  • Problem 57%
  42 Downloads (Pure)

• Intralipid induces peptide YY and paracrine Y1 stimulation in mouse distal colonic mucosa via FFA1, FFA4 and GPR119.

  Tough, I. R., Schwartz, T. W. & Cox, H., 7 Jul 2023, Neuropeptides. Herzog, H. (ed.). Neuropeptides

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Linkage disequilibrium score imputation (LDimp) of genome wide association study summary statistics for multivariate analyses

  Källberg Zvrskovec, J., 2023, HUMAN HEREDITY.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper

  • Multivariate Analysis 100%
  • Genetics 42%
  • Genetic Divergence 28%
  • Genetic Correlation 28%
  • Scanning Electron Microscopy 28%

• PERCEIVED DISCRIMINATION AND TYPE 2 DIABETES INCIDENCE: FINDINGS FROM THE HEALTH AND RETIREMENT STUDY

  Amirova, A. & Hackett, R., 22 Aug 2023, PERCEIVED DISCRIMINATION AND TYPE 2 DIABETES INCIDENCE: FINDINGS FROM THE HEALTH AND RETIREMENT STUDY.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Predicting Alzheimer’s Disease Diagnosis Risk Over Time with Survival Machine Learning on the ADNI Cohort

  Musto, H., Stamate, D., Pu, I. & Stahl, D., 15 Aug 2023, Computational Collective Intelligence - 15th International Conference, ICCCI 2023, Proceedings. Nguyen, N. T., Kozierkiewicz, A., Botzheim, J., Gulyás, L., Núñez, M., Treur, J. & Vossen, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 700-712 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14162 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  • Diagnosis 100%
  • Learning 100%
  • Deterioration 100%
  • Predictive Ability 100%
  • Learning System 100%
  3 Citations (Scopus)

• SS-ADMM: STATIONARY AND SPARSE GRANGER CAUSAL DISCOVERY FOR CORTICO-MUSCULAR COUPLING

  Abbas, F., McClelland, V., Cvetkovic, Z. & Dai, W., 16 Feb 2023, (Accepted/In press) ICASSP 2023. IEEE, 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access

  File

  • Admm 100%
  • Algorithms 50%
  • Identification 50%
  • Sparsity 50%
  • Convex Optimization 50%
  91 Downloads (Pure)

• STRUCTURED ERRORS-IN-VARIABLES MODELLING FOR CORTICO-MUSCULAR COHERENCE ENHANCEMENT

  Guo, Z., McClelland, V., Dai, W. & Cvetkovic, Z., 16 Feb 2023, (Accepted/In press) ICASSP 2023. IEEE, 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  File

  • Modeling 100%
  • Error Variable 100%
  • Coherence 100%
  • Electroencephalogram 100%
  • Normal Human 100%
  65 Downloads (Pure)

• Synthesising Brain Iron Maps from Quantitative Magnetic Resonance Images Using Interpretable Generative Adversarial Networks

  Munroe, L., Deprez, M., Michaelides, C., Parkes, H. G., Geraki, K., Herlihy, A. H. & So, P. W., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 Workshops - MTSAIL 2023, LEAF 2023, AI4Treat 2023, MMMI 2023, REMIA 2023, Held in Conjunction with MICCAI 2023, Proceedings. Woo, J., Hering, A., Silva, W., Li, X., Fu, H., Liu, X., Xing, F., Purushotham, S., Mathai, T. S., Mukherjee, P., De Grauw, M., Beets Tan, R., Corbetta, V., Kotter, E., Reyes, M., Baumgartner, C. F., Li, Q., Leahy, R., Dong, B., Chen, H., Huo, Y., Lv, J., Xu, X., Li, X., Mahapatra, D., Cheng, L., Petitjean, C. & Presles, B. (eds.). Springer Science and Business Media Deutschland GmbH, p. 214-226 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14394 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  • Brain 100%
  • Iron 100%
  • Magnetic Resonance Imaging 100%
  • Myelin 37%
  • Synchrotron Radiation 37%

• Towards robust paralinguistic assessment for real-world mobile health (mHealth) monitoring: an initial study of reverberation effects on speech

  Dineley, J., Carr, E., Matcham, F., Downs, J., Dobson, R., Quatieri, T. F. & Cummins, N., 15 Aug 2023, ISCA Archive. International Speech Communication Association, Vol. 2023-August. p. 2373-2377 5 p. 2023-947

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access

  • Healthy Volunteer 100%
  • Research Direction 100%
  • Voice Quality 100%
  2 Citations (Scopus)
• 2022

  A Machine Learning Approach for Predicting Deterioration in Alzheimer's Disease

  Musto, H., Stamate, D., Pu, I. & Stahl, D., 25 Jan 2022, Proceedings - 20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021. Wani, M. A., Sethi, I. K., Shi, W., Qu, G., Raicu, D. S. & Jin, R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1443-1448 6 p. (Proceedings - 20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  • Alzheimer's Disease 100%
  • Abilities 66%
  • Mild Cognitive Impairment 66%
  • Cross-Validation 66%
  • Categorisation 33%
  7 Citations (Scopus)

• Biobased Elastomer Nanofibers for Guiding Skeletal Muscle Regeneration

  Cheesbrough, A., Lieberam, I. & Song, W., 2022, Proceedings of the 7th World Congress on Recent Advances in Nanotechnology, RAN 2022. Ensinger, W., Jampilek, J., Rodrigues, J. M. C., Bañobre-López, M. & Lima, S. (eds.). Avestia Publishing, NDDTE 134. (World Congress on Recent Advances in Nanotechnology).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access

  • Nanofibers 100%
  • Skeletal Muscle 100%
  • Elastomer 100%
  • Nanofiber 100%
  • Myofibers 75%

• Citation usage as a predictor of academic performance in student academic writing

  Walsh, E. & Nikolaou, E., 4 Jul 2022, EDULEARN22. p. 6540-6546

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper

  • Students 100%
  • Academic Performance 100%
  • Academic Writing 100%
  • Research 50%
  • Understanding 33%

• Combining Cox Model and Tree-Based Algorithms to Boost Performance and Preserve Interpretability for Health Outcomes

  Shamsutdinova, D., Stamate, D., Roberts, A. & Stahl, D., 10 Jun 2022, Artificial Intelligence Applications and Innovations. AIAI 2022. IFIP Advances in Information and Communication Technology. Maglogiannis, I. (ed.). Springer, Cham, Vol. 647. p. 1-12 12 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  • Health 100%
  • Model 100%
  • Acceleration (Physics) 100%
  • Proportional Hazards Model 100%
  • Tree 100%

• Computationally efficient neural network classifiers for next generation closed loop neuromodulation therapy - a case study in epilepsy

  Kavoosi, A., Toth, R., Benjaber, M., Zamora, M., Valentín, A., Sharott, A. & Denison, T., 2022, 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022. Institute of Electrical and Electronics Engineers Inc., p. 288-291 4 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2022-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access

  • Neural Network 100%
  • Classifier 100%
  • Neural Network Architecture 16%
  • Feed Forward Neural Networks 16%
  • Pulse Generator 16%
  3 Citations (Scopus)

• Mother and father depression symptoms and child emotional difficulties: a network model

  Martin, A., Konac, D., Maughan, B. & Barker, E., Jun 2022, European Psychiatry. p. S87

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper

  Open Access

  • Network Model 100%
  • Prevents 50%
  • Specific Symptom 50%
  • Feelings of Guilt 18%
  • Vulnerability 9%

• ONLINE DETECTION OF SCALP-INVISIBLE MESIAL-TEMPORAL BRAIN INTERICTAL EPILEPTIFORM DISCHARGES FROM EEG

  Abdi-Sargezeh, B., Valentin, A., Alarcon, G. & Sanei, S., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1416-1420 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  • Brain 100%
  • Electroencephalography 100%
  • Seizure 12%
  2 Citations (Scopus)

• Predicting Risk of Dementia with Survival Machine Learning and Statistical Methods: Results on the English Longitudinal Study of Ageing Cohort

  Stamate, D., Musto, H., Ajnakina, O. & Stahl, D., 10 Jun 2022, (Accepted/In press) rtificial Intelligence Applications and Innovations. AIAI 2022 IFIP WG 12.5 International Workshops. AIAI 2022. IFIP Advances in Information and Communication Technology. Maglogiannis, I. (ed.). Springer, Cham, Vol. 652. p. 1-12 12 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Segmentation of Periventricular White Matter in Neonatal Brain MRI: Analysis of Brain Maturation in Term and Preterm Cohorts

  Uus, A. U., Ayub, M. U., Gartner, A., Kyriakopoulou, V., Pietsch, M., Grigorescu, I., Christiaens, D., Hutter, J., Grande, L. C., Price, A., Batalle, D., Counsell, S., Hajnal, J. V., Edwards, A. D., Rutherford, M. A. & Deprez, M., 22 Sept 2022, Perinatal, Preterm and Paediatric Image Analysis - 7th International Workshop, PIPPI 2022, Held in Conjunction with MICCAI 2022, Proceedings. Licandro, R., Licandro, R., Melbourne, A., Hutter, J., Abaci Turk, E. & Macgowan, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 94-104 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13575 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  • White Matter 100%
  • Magnetic Resonance Imaging of Brain 100%
  • Brain 40%
  • Magnetic Resonance Imaging 40%
  • Brain Development 20%
  2 Citations (Scopus)

• Severe mental illnesses and mortality following COVID-19 infection: Data linkage study using the Clinical Practice Research Database (CPRD)

  Das-Munshi, J., Dregan, A., Stewart, R., Hotopf, M., Bakolis, I., Becares, L., Ocloo, J., Stuart, R. & Impara, E., 2022, International Journal of Population Data Science. 3 ed. Vol. 7.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Speech and the n-Back task as a lens into depression. How combining both may allow us to isolate different core symptoms of depression

  Fara, S., Goria, S., Molimpakis, E. & Cummins, N., 18 Sept 2022, Proc. Interspeech 2022. p. 1911-1915 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access

  • Questionnaire 100%
  • Health Condition 100%
  • Classifier 100%
  • Symptom 100%
  • Depression 50%
  3 Citations (Scopus)

• The impact of the COVID-19 pandemic in exacerbating dementia risk factors in a high-risk Alzheimer’s disease population: Study of a cohort with Down syndrome

  Idris, M. & Saini, F., 1 Feb 2022, The impact of the COVID-19 pandemic in exacerbating dementia risk factors in a high-risk Alzheimer’s disease population: Study of a cohort with Down syndrome. Alzheimer's & Dementia , 1 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper

  Open Access

  File

  • Statistics 100%
  • Daily Activity 100%
  • Negative Impact 100%
  • Down Syndrome 100%
  • Alzheimer's Disease 100%
  24 Downloads (Pure)
• 2021

  Atlas-based brain extraction is robust across rat MRI studies

  MacNicol, E., Ciric, R., Kim, E., DiCenso, D., Cash, D., Poldrack, R. A. & Esteban, O., 13 Apr 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging, ISBI 2021. IEEE Computer Society, p. 312-315 4 p. 9433884. (Proceedings - International Symposium on Biomedical Imaging; vol. 2021-April).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  • Brain 100%
  • Magnetic Resonance Imaging 100%
  5 Citations (Scopus)

• Detection of Brain Interictal Epileptiform Discharges from Intracranial EEG by Exploiting their Morphology in the Tensor Structure

  Abdi-Sargezeh, B., Valentin, A., Alarcon, G. & Sanei, S., 2021, 29th European Signal Processing Conference, EUSIPCO 2021 - Proceedings. European Signal Processing Conference, EUSIPCO, p. 1167-1171 5 p. (European Signal Processing Conference; vol. 2021-August).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  • Brain 100%
  • Electroencephalography 100%
  • Epilepsy 33%
  3 Citations (Scopus)

• Detection of Injury and Automated Triage of Preterm Neonatal MRI Using Patch-Based Gaussian Processes

  Macleod, R., Counsell, S., Carmichael, D., Dimitrova, R., Pietsch, M., Edwards, A. D., Rutherford, M. A. & O’Muircheartaigh, J., 2021, Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021, Held in Conjunction with MICCAI 2021, Proceedings. Sudre, C. H., Licandro, R., Baumgartner, C., Melbourne, A., Dalca, A., Hutter, J., Tanno, R., Abaci Turk, E., Van Leemput, K., Torrents Barrena, J., Wells, W. M. & Macgowan, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 231-241 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12959 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  • Magnetic Resonance Imaging 100%
  • Gaussian Distribution 100%
  • Classifier 75%
  • Neonate 60%
  • gaussian process model 50%

• Dictionary Learning Strategies for Cortico-Muscular Coherence Detection and Estimation

  Du, S., Yu, Q., Dai, W., McClelland, V. & Cvetkovic, Z., 1 Nov 2021, 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). IEEE, Vol. 2021. p. 240-244 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  • Electroencephalogram 100%
  • Cerebral Cortex 50%
  2 Citations (Scopus)

• Learning Modality-Invariant Features by Cross-Modality Adversarial Network for Visual Question Answering

  Fu, Z., Zheng, C., Cai, Y., Li, Q. & Wang, T., 2021, Web and Big Data - 5th International Joint Conference, APWeb-WAIM 2021, Proceedings. U, L. H., Spaniol, M., Sakurai, Y. & Chen, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 316-331 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12858 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  • Visual Question Answering 100%
  • Web Application 20%
  • Prediction Accuracy 20%
  • Multimodal Information 20%
  • Attention (Machine Learning) 20%
  1 Citation (Scopus)

• Multimodal Relation Extraction with Efficient Graph Alignment

  Zheng, C., Feng, J., Fu, Z., Cai, Y., Li, Q. & Wang, T., 17 Oct 2021, MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 5298-5306 9 p. (MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  • Visual Content 100%
  79 Citations (Scopus)

• Multiple Objects-Aware Visual Question Generation

  Xie, J., Cai, Y., Huang, Q. & Wang, T., 17 Oct 2021, MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 4546-4554 9 p. (Proceedings of the 29th ACM International Conference on Multimedia).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  • Question Generation 100%
  • Visual Content 33%
  • Attention (Machine Learning) 33%
  • Generation Model 33%
  18 Citations (Scopus)

• Remote smartphone-based speech collection: Acceptance and barriers in individuals with major depressive disorder

  Dineley, J., Lavelle, G., Leightley, D., Matcham, F., Siddi, S., Peñarrubia-María, M. T., White, K., Ivan, A., Oetzmann, C., Simblett, S., Dawe Lane, E., Bruce, S., Stahl, D., Ranjan, Y., Rashid, Z., Conde, P., Folarin, A., Maria Haro, J., Wykes, T. & Dobson, R. & 5 others, Narayan, V., Hotopf, M., Schuller, B., Cummins, N. & Consortium, O. B. O. T. R. C., 30 Aug 2021, 22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021. International Speech Communication Association, p. 631-635 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH; vol. 1).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access

  • Major Depression 100%
  • Logopedics 100%
  • Depression 100%
  • Major Depressive Disorder 100%
  • Recording 57%
  4 Citations (Scopus)