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Digital Health Group

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  1. 2023
  2. Published

    Delve into Neural Activations: Towards Understanding Dying Neurons

    Jiang, Z., Wang, Y., Li, C-T., Angelov, P. & Jiang, R., 1/08/2023, In: IEEE Transactions on Artificial Intelligence. 4, 4, p. 959-971 13 p., 4.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  3. E-pub ahead of print

    3-D Quantum-Inspired Self-Supervised Tensor Network for Volumetric Segmentation of Medical Images

    Konar, D., Bhattacharyya, S., Gandhi, T. K., Panigrahi, B. K. & Jiang, R., 6/02/2023, (E-pub ahead of print) In: IEEE Transactions on Neural Networks and Learning Systems. 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  4. Published

    Assessment of non-directed computer-use behaviours in the home can indicate early cognitive impairment: A proof of principle longitudinal study

    Stringer, G., Couth, S., Heuvelman, H., Bull, C., Gledson, A., Keane, J., Rayson, P., Sutcliffe, A., Sawyer, P. H., Zeng, X-J., Montaldi, D., Brown, L. J. E. & Leroi, I., 28/01/2023, In: Aging and Mental Health. 27, 1, p. 193-202 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  5. 2022
  6. Published

    RL-Recruiter+: Mobility-Predictability-Aware Participant Selection Learning for From-Scratch Mobile Crowdsensing

    Hu, Y., Wang, J., Wu, B. & Helal, S., 31/12/2022, In: IEEE Transactions on Mobile Computing. 21, 12, p. 4555-4568 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  7. Published

    Recent Advances in AI-enabled Automated Medical Diagnosis

    Jiang, R. (ed.), Zhang, L. (ed.), Wei, H-L. (ed.), Crookes, D. (ed.) & Chazot, P. (ed.), 20/10/2022, London: CRC Press. 370 p.

    Research output: Book/Report/Proceedings › Book

  8. Published

    Robust Brain Age Estimation based on sMRI via Nonlinear Age-Adaptive Ensemble Learning

    Zhang, Z., Jiang, R., Zhang, C., Williams, B., Jiang, Z., Li, C-T., Chazot, P. L., Pavese, N., Bouridane, A. & Baghdadi, A., 31/08/2022, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering . 30, p. 2146 - 2156 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  9. Published

    EBSRMF: Ensemble Based Similarity-Regularized Matrix Factorization to Predict Anticancer Drug Responses

    Shahzad, M., Tahir, M. A., Khan, M. A., Jiang, R. & Shams, R. A., 21/07/2022, In: Journal of Intelligent and Fuzzy Systems. 43, 3, p. 3443-3452 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  10. Published

    Private Facial Prediagnosis as an Edge Service for Parkinson's DBS Treatment Valuation

    Jiang, R., Chazot, P. L., Pavese, N., Crookes, D., Bouridane, A. & Celebi, M. E., 30/06/2022, In: IEEE Journal of Biomedical and Health Informatics. 26, 6, p. 2703-2713 11 p., 6.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  11. Published

    iPOF: Improving Peer Online Forums

    Lobban, F., Rayson, P. & Coole, M., 15/06/2022.

    Research output: Contribution to conference - Without ISBN/ISSN › Poster › peer-review

  12. Published

    Towards Robust Diagnosis of COVID-19 using Vision Self-attention Transformer

    Mehboob, F., Rauf, A., Jiang, R., Saudagar, A. K. J., Malik, K. M., Khan, M. B., Hasnat, M. H. A., AlTameem, A. & AlKhathami, M., 26/05/2022, In: Scientific Reports. 12, 12 p., 8922.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  13. 2021
  14. Published

    Uncovering Environmental Change in the English Lake District: Using Computational Techniques to Trace Shifting Practice in the Historical Documentation of Flora

    Smail, R., Donaldson, C., Stevens, C., Rayson, P. & Govaerts, R., 30/09/2021, In: Digital Scholarship in the Humanities. 36, 3, p. 736-756 21 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  15. Published

    Social Media Monitoring of the COVID-19 Pandemic and Influenza Epidemic With Adaptation for Informal Language in Arabic Twitter Data: Qualitative Study

    Alsudias, L. & Rayson, P., 17/09/2021, In: JMIR Medical Informatics. 9, 9, 17 p., e27670.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  16. Published

    Problematising Characteristicness: A Biomedical Association Case Study

    Prentice, S., Knight, J., Rayson, P., El-Haj, M. & Rutherford, N., 31/08/2021, In: International Journal of Corpus Linguistics. 26, 3, p. 305-335 31 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  17. Published

    IoTility: Architectural Requirements for Enabling Health IoT Ecosystems

    Lindquist, W., Helal, S., Khaled, A. & Hutchinson, W., 31/07/2021, In: IEEE Transactions on Emerging Topics in Computing. 9, 3, p. 1206-1218 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  18. Published

    Exploring Personalized Vibrotactile and Thermal Patterns for Affect Regulation

    Umair, M., Sas, C., Chalabianloo, N. & Ersoy, C., 28/06/2021, DIS '21: Designing Interactive Systems Conference 2021. New York: ACM, p. 891-906 16 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  19. Published

    Sensory probes: An exploratory design research method for Human-Food Interaction

    Gayler, T., Sas, C. & Kalnikaitė, V., 28/06/2021, DIS '21: Designing Interactive Systems Conference 2021. New York: ACM, p. 666-682 17 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  20. Published

    Detecting COVID-19 Misinformation in Arabic Tweets

    Alsudias, L. & Rayson, P., 17/06/2021.

    Research output: Contribution to conference - Without ISBN/ISSN › Poster › peer-review

  21. Published

    Understanding who uses Reddit: Profiling individuals with a self-reported bipolar disorder diagnosis

    Jagfeld, G., Lobban, F., Rayson, P. & Jones, S., 11/06/2021, Computational Linguistics and Clinical Psychology: Improving Access: Proceedings of the Seventh Workshop. Goharian, N., Resnik, P., Yates, A., Ireland, M., Niederhoffer, K. & Resnik, R. (eds.). Stroudsberg, PA: Association for Computational Linguistics (ACL Anthology), p. 1-14 14 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  22. Published

    Interoceptive awareness: Metaphorical mapping & bodily experiences for insourcing tuning

    Sas, C., 15/05/2021. 5 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  23. Published

    Towards inclusive multisensory embodied experiences for affective and cognitive health

    Sas, C., 15/05/2021. 4 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  24. Published

    Designing for aging across borders: Craft, body, personhood

    Sas, C., 8/05/2021. 5 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  25. Published

    Interoceptive Interaction: An Embodied Metaphor Inspired Approach to Designing for Meditation

    Dauden Roquet, C. & Sas, C., 6/05/2021, CHI 2021 - Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems: Making Waves, Combining Strengths. New York: ACM Press, p. 265:1-265:17 17 p. (Conference on Human Factors in Computing Systems - Proceedings).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  26. Published

    Integration of a smartwatch within an internet-delivered intervention for depression: Protocol for a feasibility randomized controlled trial on acceptance

    Nadal, C., Earley, C., Enrique, A., Vigano, N., Sas, C., Richards, D. & Doherty, G., 30/04/2021, In: Contemporary Clinical Trials. 103, 11 p., 106323.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  27. Published

    Requirements Engineering for Well-Being, Aging, and Health: An Overview for Practitioners

    Levy, M., Liu, L., Amyot, D., Yu, E., Alshammari, M., Baslyman, M., Bjarnason, E., Bull, C., Duarte, C. H. C., Groen, E. C., Jantunen, S., Kopczyńska, S., Lessard, L., Richardson, I., Weber, J. & Wei, Z., 19/04/2021, In: IEEE Software. 38, 3, p. 7-12 6 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  28. Published

    Studying pharmaceutical tablets mixing process inside a perforated pan-coater using in-line terahertz sensing

    Li, X., Bawuah, P., Williams, B. M., Zeitler, J. A. & Lin, H., 11/03/2021, 2020 45th International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz 2020. IEEE Computer Society Press, p. 754-755 2 p. 9370477. (International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz; vol. 2020-November).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  29. Published

    Applying Delaunay triangulation augmentation for deep learning facial expression generation and recognition

    Valev, H., Gallucci, A., Leufkens, T., Westerink, J. & Sas, C., 21/02/2021, Pattern Recognition. ICPR International Workshops and Challenges : Virtual Event, January 10–15, 2021, Proceedings, Part III. Del Bimbo, A., Cucchiara, R., Sclaroff, S., Farinella, G. M., Mei, T., Bertini, M., Escalante, H. J. & Vezzani, R. (eds.). Cham: Springer, p. 730-740 11 p. (Lecture Notes in Computer Science; vol. 12663).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  30. Published

    Auto-diagnosis of COVID-19 using Lung CT Images with Semi-supervised Shallow Learning Network

    Konar, D., Panigrahi, B. K., Bhattacharyya, S. & Jiang, R., 11/02/2021, In: IEEE Access. 9, p. 28716 - 28728 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  31. Published

    HRV and Stress: A Mixed-Methods Approach for Comparison of Wearable Heart RateSensors for Biofeedback

    Umair, M., Chalabianloo, N., Sas, C. & Ersoy, C., 26/01/2021, In: IEEE Access. 9, p. 14005-140024 20 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  32. Published

    Hand-Based Person Identification using Global and Part-Aware Deep Feature Representation Learning

    Baisa, N. L., Jiang, Z., Vyas, R., Williams, B., Rahmani, H., Angelov, P. & Black, S., 13/01/2021, In: arXiv.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  33. 2020
  34. Published

    En-face analysis of the human limbal lymphatic vasculature

    Palme, C., Ahmad, S., Romano, V., Seifarth, C., Williams, B., Parekh, M., Kaye, S. B. & Steger, B., 31/12/2020, In: Experimental Eye Research. 201, 5 p., 108278.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  35. Published

    Simultaneous optical coherence tomography and scheimpflug imaging using the same incident light

    Li, X., Lawman, S., Williams, B. M., Ye, S., Shen, Y. & Zheng, Y., 21/12/2020, In: Optics Express. 28, 26, p. 39660-39676 17 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  36. Published

    BOSS: Bayesian Optimization over String Spaces

    Moss, H., Beck, D., Gonzalez, J., Leslie, D. & Rayson, P., 1/12/2020, Advances in Neural Information Processing Systems. 2020 ed. MIT Press

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  37. Published

    Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation

    El-Haj, M., Rayson, P., Athanasakou, V., Bouamor, H., Salzedo, C., Giannakopoulos, G., Litvak, M., Pittaras, N., Elhag, A. & Ferradans, S., 1/12/2020, Association for Computational Linguistics.

    Research output: Book/Report/Proceedings › Proceedings

  38. Published

    Proceedings of the Fifth Arabic Natural Language Processing Workshop

    Zitouni, I. (ed.), Abdul-Mageed, M. (ed.), Bouamor, H., Bougares, F. (ed.), El-Haj, M. (ed.), Tomeh, N. (ed.) & Zaghouani, W., 1/12/2020, Barcelona, Spain : Association for Computational Linguistics. 14 p.

    Research output: Book/Report/Proceedings › Anthology

  39. Published

    The Financial Document Causality Detection Shared Task (FinCausal 2020)

    Mariko, D., Abi-Akl, H., Labidurie, E., Durfort, S., De Mazancourt, H. & El-Haj, M., 1/12/2020, Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation: FNP-FNS 2020. Barcelona, Spain (Online): COLING, p. 23-32 10 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  40. Published

    The Financial Document Structure Extraction Shared task (FinToc 2020)

    Bentabet, N-I., Juge, R., El Maarouf, I., Mouilleron, V., Valsamou-Stanislawski, D. & El-Haj, M., 1/12/2020, Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation. Barcelona, Spain (Online): COLING, p. 13-22 10 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  41. Published

    The Financial Narrative Summarisation Shared Task (FNS 2020)

    El Haj, M., Giannakopoulos, G., AbuRa'ed, A., Litvak, M. & Pittaras, N., 1/12/2020, The First Financial Narrative Processing Workshop: Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation. El-Haj, M. (ed.). 12 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  42. Published

    IoT requirements and architecture for personal health

    Lindquist, W., 12/2020, Lancaster University. 163 p.

    Research output: Thesis › Doctoral Thesis

  43. Published

    Evaluation of depression app store treatment descriptions and alignment with clinical guidance: Systematic search and content analysis

    Bowie-DaBreo, D., Sunram-Lea, S-I., Sas, C. & Iles-Smith, H., 13/11/2020, In: JMIR Formative Research. 4, 11, 18 p., e14988.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  44. Published

    COVID-19 and Arabic Twitter: How can Arab World Governments and Public Health Organizations Learn from Social Media?

    Alsudias, L. & Rayson, P., 27/10/2020, NLP COVID-19 Workshop : an emergency workshop at ACL 2020. Association for Computational Linguistics

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  45. Published

    Biosensing and Actuation—Platforms Coupling Body Input-Output Modalities for Affective Technologies

    Alfaras, M., Primett, W., Umair, M., Windlin, C., Karpashevich, P., Chalabianloo, N., Bowie, D., Sas, C., Sanches, P., Hook, K., Ersoy, C. & Gamboa, H., 22/10/2020, In: Sensors. 20, 21, 32 p., 5968.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  46. Published

    A call for responsible innovation in mobile mental health: findings from a content analysis and ethical review of the depression app marketplace

    Bowie-DaBreo, D., Sas, C., Sunram-Lea, S-I. & Iles-Smith, H., 7/10/2020.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  47. Published

    GP Benchmark: Engineering a Crowd-Sourcing Platform for Real-Time Understanding of Personality and Cognitive Biases in Clinical Error

    Hutchinson, W., Helal, S. & Bull, C., 7/10/2020, 2020 IEEE First International Workshop on Requirements Engineering for Well-Being, Aging, and Health (REWBAH). IEEE, p. 41-46 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  48. Published

    Co-Designing Flavor-Based Memory Cues with Older Adults

    Gayler, T., Sas, C. & Kalnikaitė, V., 1/10/2020, ICMI '20 Companion: Companion Publication of the 2020 International Conference on Multimodal Interaction. ACM, p. 287–291 5 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  49. Published

    What Happens in Peer-Support, Stays in Peer-Support: Software Architecture for Peer-Sourcing in Mental Health

    Honary, M., Lee, J., Bull, C., Wang, J. & Helal, S., 22/09/2020, 2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC). IEEE, p. 644-653 10 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  50. Published

    A deep convolutional neural network-based approach for superficial dorsal hand vein pattern matching

    Gu, X., Williams, B. & Black, S., 14/09/2020.

    Research output: Contribution to conference - Without ISBN/ISSN › Abstract › peer-review

  51. Published

    H-Unique - In search of uniqueness - harnessing anatomical hand variation

    Williams, B., Gu, X. & Black, S., 14/09/2020.

    Research output: Contribution to conference - Without ISBN/ISSN › Abstract › peer-review

  52. Published

    MUMBO: MUlti-task Max-value Bayesian Optimization

    Moss, H. B., Leslie, D. S. & Rayson, P., 14/09/2020, achine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2020, Proceedings. Springer, p. 447-462 16 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  53. Published

    BOSH: Bayesian Optimization by Sampling Hierarchically

    Moss, H. B., Leslie, D. S. & Rayson, P., 18/07/2020. 8 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper

  54. Published

    Keynote: The ethics of big data for digital wellbeing and mental health

    Sas, C., 6/07/2020.

    Research output: Contribution to conference - Without ISBN/ISSN › Speech

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