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Recent publications by group members.

Bowles, J , Webber, T, Blackledge, E & Vermeulen, A 2021, A blockchain-based healthcare platform for secure personalised data sharing. in J Mantas, L Stoicu-Tivadar, C Chronaki, A Hasman, P Weber, P Gallos, M Crişan-Vida, E Zoulias & OS Chirila (eds), Public Health and Informatics. Studies in Health Technology and Informatics, vol. 281, IOS Press, pp. 208-212, 31st Medical Informatics in Europe Conference (MIE 2021), 29/05/21. https://doi.org/10.3233/SHTI210150
Nearchou, IP, Soutar, DA, Ueno, H, Harrison, DJ , Arandelovic, O & Caie, PD 2021, 'A comparison of methods for studying the tumor microenvironment's spatial heterogeneity in digital pathology specimens', Journal of Pathology Informatics, vol. 12, 6. https://doi.org/10.4103/jpi.jpi_26_20
Kuster Filipe Bowles, J, Czekster, R, Redeker, GA & Webber, T 2021, A simulation study on demand disruptions and limited resources for healthcare provision. in J Bowles, G Broccia & M Nanni (eds), From Data to Models and Back: 9th International Symposium, DataMod 2020, Virtual Event, October 20, 2020, Revised Selected Papers. Lecture Notes in Computer Science, vol. 12611, Springer, Cham, pp. 87-103. https://doi.org/10.1007/978-3-030-70650-0_6
Silvina, A, Redeker, GA, Webber, T & Kuster Filipe Bowles, J 2021, A simulation-based approach for the behavioural analysis of cancer pathways. in J Bowles, G Broccia & M Nanni (eds), From Data to Models and Back: 9th International Symposium, DataMod 2020, Virtual Event, October 20, 2020, Revised Selected Papers. Lecture Notes in Computer Science, vol. 12611, Springer, Cham, pp. 57-71. https://doi.org/10.1007/978-3-030-70650-0_4
Arandelovic, O 2021, 'AI, democracy, and the importance of asking the right questions', AI & Ethics Journal, vol. 2, no. 1, 2. https://doi.org/10.47289/aiej20210910
Constantinides, A, Belk, M, Fidas, C, Bowles, J & Pitsillides, A 2021, APPS 2021: Third International Workshop on Adaptive and Personalized Privacy and Security. in J Masthoff, E Herder, N Tintarev & M Tkalčič (eds), Adjunct Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization (UMAP '21). ACM, New York, pp. 336–337, Adaptive and Personalized Privacy and Security (APPS2021), Utrecht, Netherlands, 25/06/21. https://doi.org/10.1145/3450614.3461452
Shaheen, Q, Toniolo, A & Kuster Filipe Bowles, J 2021, Argumentation-based explanations of multimorbidity treatment plans. in T Uchiya, Q Bai & IM Maestre (eds), PRIMA 2020: Principles and Practice of Multi-Agent Systems: 23rd International Conference, Nagoya, Japan, November 18–20, 2020, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12568 LNCS, Springer, Cham, pp. 394-402, 23rd International Conference on Principles and Practice of Multi-Agent Systems, PRIMA 2020, 18/11/20. https://doi.org/10.1007/978-3-030-69322-0_29
Gavriel, C, Dimitriou, N, Brieu, N, Nearchou, IP , Arandelovic, O, Schmidt, G, Harrison, DJ & Caie, PD 2021, 'Assessment of immunological features in muscle-invasive bladder cancer prognosis using ensemble learning', Cancers, vol. 13, no. 7, 1624. https://doi.org/10.3390/cancers13071624
Fang, L, Liu, X, Su, X, Ye, J , Dobson, S, Hui, P & Tarkoma, S 2021, Bayesian inference federated learning for heart rate prediction. in J Ye, MJ O'Grady, G Civitarese & K Yordanova (eds), Wireless Mobile Communication and Healthcare: 9th EAI International Conference, MobiHealth 2020, Virtual Event, November 19, 2020, Proceedings. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol. 362 LNICST, Springer, Cham, pp. 116-130. https://doi.org/10.1007/978-3-030-70569-5_8
Abbara, A, Al-Memar, M, Phylactou, M, Daniels, E, Patel, B, Chia Eng, P, Nadir, R, Izzi-Engbeaya, C, Clarke, S, Millis, E, Hunjan, T, Pacuszka, E, Yang, L, Bech, P, Tan, T, Comninos, A, Kelsey, T, Kyriacou, C, Fourie, H, Bourne, T & Dhillo, W 2021, 'Changes in circulating kisspeptin levels during each trimester in women with antenatal complications', Journal of Clinical Endocrinology & Metabolism, vol. Advance Article. https://doi.org/10.1210/clinem/dgab617
Phylactou, M, Clarke, SA, Patel, B, Baggaley, C, Jayasena, CN, Kelsey, T, Comninos, AN, Dhillo, WS & Abbara, A 2021, 'Clinical and biochemical discriminants between Functional Hypothalamic Amenorrhoea (FHA) and Polycystic Ovary Syndrome (PCOS)', Clinical Endocrinology, vol. 95, no. 2, pp. 239-252. https://doi.org/10.1111/cen.14402
Geel, J, Kelsey, T , Hramyka, A, Myezo, K, Hendricks, M, Ngcana, T, Omar, F, Goga, Y, Neethling, B, Netshituni, V, van Zyl, A, Madzhia, E, Mathew, R, Ballot, D & Metzger, M 2021, 'Comparing affordable blood tests and PET CT scans to improve two year survival rates in children, adolescents and young adults with Hodgkin lymphoma in South Africa', International Society of Pediatric Oncology, 21/10/21.
Ye, J, Nakwijit, P, Schiemer, M, Jha, S & Zambonelli, F 2021, 'Continual activity recognition with generative adversarial networks', ACM Transactions on Internet of Things, vol. 2, no. 2, 9, pp. 1-25. https://doi.org/10.1145/3440036
Jha, S, Schiemer, M, Zambonelli, F & Ye, J 2021, 'Continual learning in sensor-based human activity recognition: an empirical benchmark analysis', Information Sciences, vol. In Press, pp. 1-35. https://doi.org/10.1016/j.ins.2021.04.062
Mann, P, Smith, VA , Mitchell, JBO & Dobson, S 2021, 'Cooperative coinfection dynamics on clustered networks', Physical Review. E, Statistical, nonlinear, and soft matter physics, vol. 103, no. 4, 042307. https://doi.org/10.1103/PhysRevE.103.042307
Banton, M , Bowles, J, Silvina, A & Webber, T 2021, Design of a Trustworthy and Resilient Data Sharing Platform for Healthcare Provision. in R Adler, A Bennaceur, S Burton, A Di Salle, N Nostro, RL Olsen, S Saidi, P Schleiss, D Schneider & H-P Schwefel (eds), Dependable Computing – EDCC 2021 Workshops - DREAMS, DSOGRI, SERENE 2021, Proceedings. Communications in Computer and Information Science, vol. 1462, Springer Science and Business Media, pp. 144-151, 17th European Dependable Computing Conference, EDCC 2021 held jointly with 2nd Worskhop on Dynamic Risk Management for Autonomous Systems, DREAMS 2021, 3rd Workshop on Dependable Solutions for Intelligent Electricity Distribution Grids, DSOGRI 2021 and 13th Workshop on Software Engineering for Resilient Systems, SERENE 2021, Munich, Germany, 13/09/21. https://doi.org/10.1007/978-3-030-86507-8_14
Wölflein, G & Arandelovic, O 2021, 'Determining chess game state from an image', Journal of Imaging, vol. 7, no. 6, 94. https://doi.org/10.3390/jimaging7060094
Bhatti, S, Haywood, GT & Yanagida, R 2021, End-to-end privacy for identity & location with IP. in 29th IEEE International Conference on Network Protocols. IEEE, NIPAA-21 2nd Workshop on New Internetworking Protocols, Architecture and Algorithms, 29th IEEE International Conference on Network Protocols, 1/11/21.
Pirzada, P, Wilde, A , Doherty, GH & Harris-Birtill, D 2021, 'Ethics and acceptance of smart homes for older adults', Informatics for Health and Social Care, vol. Latest Articles. https://doi.org/10.1080/17538157.2021.1923500
Mann, PS, Smith, VA , Mitchell, JBO , Jefferson, CA & Dobson, SA 2021, 'Exact formula for bond percolation on cliques', Physical Review E - Statistical, Nonlinear, and Soft Matter Physics, vol. 104, no. 2, 024304 . https://doi.org/10.1103/PhysRevE.104.024304
Mansouri Benssassi, E & Ye, J 2021, 'Generalisation and robustness investigation for facial and speech emotion recognition using bio-inspired spiking neural networks', Soft Computing, vol. First Online. https://doi.org/10.1007/s00500-020-05501-7
Morrison, D , Harris-Birtill, D & Caie, PD 2021, 'Generative deep learning in digital pathology workflows', The American Journal of Pathology. https://doi.org/10.1016/j.ajpath.2021.02.024
Munbodh, R, Kuster Filipe Bowles, J & Zaveri, H 2021, 'Graph-based risk assessment and error detection in radiation therapy', Medical Physics, vol. 48, no. 3, pp. 965-977. https://doi.org/10.1002/mp.14666
Cooper, J, Dimitriou, N & Arandelovic, O 2021, 'How good is the science that informs government policy? A lesson from the U.K.’s response to 2020 CoV-2 outbreak', Journal of Bioethical Inquiry, vol. Online First. https://doi.org/10.1007/s11673-021-10130-2
Mansouri Benssassi, E & Ye, J 2021, 'Investigating multisensory integration in emotion recognition through bio-inspired computational models', IEEE Transactions on Affective Computing, vol. Early Access. https://doi.org/10.1109/TAFFC.2021.3106254
Howie, R, Duffin, K, Kelsey, T, Wallace, WHB & Anderson, RA 2021, 'Long-term follow up of the reproductive outcomes of young women and girls with cancer', Fertility 2021, 6/01/21 - 10/01/21 pp. P058. <https://my.ltb.io/#/showcase/fertilityconference>
Howie, R, Duffin, K, Kelsey, T, Wallace, WHB & Anderson, RA 2021, 'Long-term follow up to assess criteria for ovarian tissue cryopreservation for fertility preservation in young women and girls with cancer', Human Reproduction, vol. 36, pp. 98-98. https://doi.org/10.1093/humrep/deab127.078
Banton, M , Bowles, J, Silvina, A & Webber, T 2021, On the benefits and security risks of a user-centric data sharing platform for healthcare provision. in J Masthoff, E Herder, N Tintarev & M Tkalčič (eds), UMAP 2021 - Adjunct Publication of the 29th ACM Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery, Inc, pp. 351-356, 29th ACM Conference on User Modeling, Adaptation and Personalization, UMAP 2021, Virtual, Online, Netherlands, 21/06/20. https://doi.org/10.1145/3450614.3464473
Mann, PS, Smith, VA , Mitchell, JBO & Dobson, SA 2021, 'Percolation in random graphs with higher-order clustering', Physical Review. E, Statistical, nonlinear, and soft matter physics, vol. 103, no. 1, 012313 . https://doi.org/10.1103/PhysRevE.103.012313
Abbara, A, Al-Memar, M, Phylactou, M, Kyriacou, C, Eng, PC, Nadir, R, Izzi-Engbeaya, C, Clarke, SA, Mills, EG, Daniels, E, Huo, L, Pacuszka, E, Yang, L, Patel, B, Tan, T, Bech, P, Comninos, AN, Fourie, H, Kelsey, T, Bourne, T & Dhillo, WS 2021, 'Performance of plasma kisspeptin as a biomarker for miscarriage improves with gestation during the first trimester', Fertility and Sterility, vol. 116, no. 3, pp. 809-819. https://doi.org/10.1016/j.fertnstert.2021.04.031
Phylactou, M, Abbara, A, Al-Memar, M, Kyriacou, C, Eng, PC, Nadir, R, Izzi-Engbeaya, C, Clarke, SA, Mills, EG, Daniels, E, Huo, L, Pacuszka, E, Yang, L, Patel, B, Tan, T, Bech, P, Comninos, AN, Fourie, H, Kelsey, T, Bourne, T & Dhillo, WS 2021, 'Performance of plasma kisspeptin as a biomarker for miscarriage improves with gestation during the first trimester', Kisspeptin Virtual Conference 2021, 19/04/21 - 21/04/21. <https://www.kisspeptin2021.com/day-2>
Bowles, J, Broccia, G & Nanni, M 2021, 'Preface', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12611 LNCS, pp. iv-v. https://doi.org/10.2174/9781608053087112010100ii
Rahmat, R , Harris-Birtill, D, Finn, D, Feng, Y, Montgomery, D, Nailon, WH & McLaughlin, S 2021, Radiomics-led monitoring of non-small cell lung cancer patients during radiotherapy. in BW Papież, M Yaqub, J Jiao, AIL Namburete & JA Noble (eds), Medical image understanding and analysis: 25th annual conference, MIUA 2021. Lecture notes in computer science, vol. 12722, Springer, Cham, pp. 532–546, Medical Image Understanding and Analysis, Oxford, United Kingdom, 12/07/21. https://doi.org/10.1007/978-3-030-80432-9_39
Mann, PS, Smith, VA , Mitchell, JBO & Dobson, SA 2021, 'Random graphs with arbitrary clustering and their applications', Physical Review. E, Statistical, nonlinear, and soft matter physics, vol. 103, no. 1, 012309 . https://doi.org/10.1103/PhysRevE.103.012309
Zhang, L & Arandjelović, O 2021, 'Review of automatic microexpression recognition in the past decade', Machine Learning and Knowledge Extraction, vol. 3, no. 2, pp. 414-434. https://doi.org/10.3390/make3020021
Rahman, F & Kuster Filipe Bowles, J 2021, Semantic annotations in clinical guidelines. in J Bowles, G Broccia & M Nanni (eds), From Data to Models and Back: 9th International Symposium, DataMod 2020, Virtual Event, October 20, 2020, Revised Selected Papers. Lecture Notes in Computer Science, vol. 12611, Springer, Cham, pp. 190-205. https://doi.org/10.1007/978-3-030-70650-0_12
Ye, J 2021, 'Shared learning activity labels across heterogeneous datasets', Journal of Ambient Intelligence and Smart Environments, vol. Pre-press, pp. 1-18. https://doi.org/10.3233/AIS-210590
Olling Back, C, Manataki, A, Papanastasiou, A & Harrison, E 2021, Stochastic workflow modeling in a surgical ward: towards simulating and predicting patient flow. in X Ye, F Soares, E De Maria, P Gómez Vilda, F Cabitza, A Fred & H Gamboa (eds), Biomedical Engineering Systems and Technologies: 13th International Joint Conference, BIOSTEC 2020, Valletta, Malta, February 24–26, 2020, Revised Selected Papers. Communications in Computer and Information Science, vol. 1400, Springer, Cham, pp. 565-591. https://doi.org/10.1007/978-3-030-72379-8_28
Mann, PS, Smith, VA , Mitchell, JBO & Dobson, SA 2021, 'Symbiotic and antagonistic disease dynamics on clustered networks using bond percolation', Physical Review. E, Statistical, nonlinear, and soft matter physics, vol. 104, no. 2, 024303 . https://doi.org/10.1103/PhysRevE.104.024303
Schrempf, P, Watson, H, Park, E, Pajak, M, MacKinnon, H, Muir, KW, Harris-Birtill, D & O’Neil, AQ 2021, 'Templated text synthesis for expert-guided multi-label extraction from radiology reports', Machine Learning and Knowledge Extraction, vol. 3, no. 2, pp. 299-317. https://doi.org/10.3390/make3020015
Kelsey, T, Hua, C-H & Wallace, WHB 2021, The effect of radiotherapy on the human reproductive system. in J Donnez & SS Kim (eds), Fertility Preservation: Principles and Practice. 2 edn, Cambridge University Press, pp. 18-24. https://doi.org/10.1017/9781108784368.004
Greiver, M, Havard, A, Kuster Filipe Bowles, J, Kalia, S, Chen, T, Aliarzadeh, B, Moineddin, R, Sherlock, J, Hinton, W, Sullivan, F, O'Neill, B, Pow, C, Bhatt, A, Rahman, F, Meza-Torres, B, Litchfield, M & de Lusignan, S 2021, 'Trends in diabetes medication use in Canada, England, Scotland and Australia: a repeated cross-sectional analysis (2012-2017)', British Journal of General Practice, vol. 71, no. 704, pp. e209-e218. https://doi.org/10.3399/bjgp20X714089
Mann, PS, Smith, VA , Mitchell, JBO & Dobson, SA 2021, 'Two-pathogen model with competition on clustered networks', Physical Review. E, Statistical, nonlinear, and soft matter physics, vol. 103, no. 6, 062308. https://doi.org/10.1103/PhysRevE.103.062308
Rosales Sanabria, A, Zambonelli, F & Ye, J 2021, 'Unsupervised domain adaptation in activity recognition: a GAN-based approach', IEEE Access, vol. 9, pp. 19421-19438. https://doi.org/10.1109/ACCESS.2021.3053704
Clatot, F, Kelsey, T, Lambertini, M, Olympos, N, Duhamel, O, Perdix, A & Anderson, R 2021, 'Use of a high-sensitivity anti-Mullerian hormone (AMH) assay to determine ovarian function after chemotherapy for early breast cancer', Journal of Clinical Oncology, vol. 39, no. 15_suppl. https://doi.org/10.1200/JCO.2021.39.15_suppl.552
McHale, CT, Cruickshank, S, Torrens, C, Armes, J, Fenlon, D, Banks, E, Kelsey, T & Humphris, GM 2020, 'A controlled pilot trial of a nurse-led intervention (Mini-AFTERc) to manage fear of cancer recurrence in patients affected by breast cancer', Pilot and Feasibility Studies, vol. 6, 60. https://doi.org/10.1186/s40814-020-00610-4
Kuster Filipe Bowles, J & Caminati, MB 2020, A formally verified SMT approach to true concurrency. in F Calimeri, S Perri & E Zumpano (eds), Proceedings of the 35th Italian Conference on Computational Logic - CILC 2020, Rende, Italy, October 13-15, 2020. CEUR Workshop Proceedings, pp. 357-371. <http://ceur-ws.org/Vol-2710/paper23.pdf>
Belk, M, Fidas, C, Kuster Filipe Bowles, J, Athanasopoulos, E & Pitsillides, A 2020, APPS 2020: Second International Workshop on Adaptive and Personalized Privacy and Security. in Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization (UMAP '20). ACM, New York, pp. 398–399, 28th Conference on User Modeling, Adaptation and Personalization (UMAP '20), Genoa, Italy, 12/07/20. https://doi.org/10.1145/3340631.3398674
Nearchou, IP, Soutar, DA, Lillard, K, Ueno, H, Arandelovic, O , Harrison, DJ & Caie, PD 2020, 'Abstract LB-368: Applications of automated image analysis, machine learning and spatial statistics for the improvement of stage II colorectal cancer prognosis'. https://doi.org/10.1158/1538-7445.AM2020-LB-368
Belk, M, Fidas, C, Bowles, J, Athanasopoulos, E & Pitsillides, A 2020, 'Adaptive and Personalized Privacy and Security (APPS 2020): Workshop Chairs' Welcome', UMAP 2020 Adjunct - Adjunct Publication of the 28th ACM Conference on User Modeling, Adaptation and Personalization, pp. 167. https://doi.org/10.1145/3386392.3399556
Stefani, A, Rahmat, R & Harris-Birtill, DCC 2020, Autofocus Net: Auto-focused 3D CNN for Brain Tumour Segmentation. in In Annual Conference on Medical Image Understanding and Analysis: Part of the Communications in Computer and Information Science book series (CCIS). vol. 1248, Springer, pp. 43-55. <https://link.springer.com/chapter/10.1007/978-3-030-52791-4_4>
Thirlwell, A & Arandjelović, O 2020, 'Big data driven detection of trees in suburban scenes using visual spectrum eye level photography', Sensors, vol. 20, no. 11, 3051. https://doi.org/10.3390/s20113051
Arandelovic, O 2020, 'Cold beverage-induced vasovagal syncope in a healthy young adult man: a case report', Journal of Medical Case Reports, vol. 14, 37. https://doi.org/10.1186/s13256-020-2358-3
Silvina, A, Kuster Filipe Bowles, J & Hall, P 2020, Combining patient pathway visualisation with prediction outcomes for chemotherapy treatments. in S Sendra, Y Murata, J Civit-Masot & A Rajh (eds), 12th International Conference on eHealth, Telemedicine, and Social Medicine (eTELEMED 2020), 21-25 November 2020, Valencia, Spain. eTELEMED the International Conference on eHealth, Telemedicine, and Social Medicine, International Academy, Research, and Industry Association, pp. 110-115, Twelfth International Conference on eHealth, Telemedicine, and Social Medicine (eTELEMED 2020), Valencia, Spain, 21/11/20. <http://www.thinkmind.org/index.php?view=article&articleid=etelemed_2020_7_20_40057>
Jha, S, Schiemer, M & Ye, J 2020, 'Continual learning in human activity recognition: an empirical analysis of regularization', Paper presented at Thirty-seventh International Conference on Machine Learning, ICML 2020; ICML Workshop on Continual Learning, 13/07/20 - 18/07/20 pp. 1-4.
Kuster Filipe Bowles, J & Caminati, MB 2020, 'Correct composition in the presence of behavioural conflicts and dephasing', Science of Computer Programming, vol. 185, 102323. https://doi.org/10.1016/j.scico.2019.102323
Dimitriou, N, Arandjelović, O & Caie, PD 2020, 'Corrigendum: Deep Learning for Whole Slide Image Analysis: An Overview (Front. Med. (2019), 6, (264), 10.3389/fmed.2019.00264)', Frontiers in Medicine, vol. 7, 419. https://doi.org/10.3389/fmed.2020.00419
Kuster Filipe Bowles, J, Broccia, G & Nanni, M 2020, DataMod2020: 9th International Symposium From Data to Models and Back. in Proceedings of the 29th ACM International Conference on Information and Knowledge Management (CIKM '20). ACM, New York, pp. 3531–3532, 29th ACM International Conference on Information and Knowledge Management (CIKM2020), Ireland, 19/10/20. https://doi.org/10.1145/3340531.3414073
Webber dos Santos, TC , Mendoza Santana, JJ, Vermeulen, AF & Kuster Filipe Bowles, J 2020, Designing a patient-centric system for secure exchanges of medical data. in O Gervasi, B Murgante, S Misra, C Garau, I Blečić, D Taniar, BO Apduhan, AMAC Rocha, E Tarantino, CM Torre & Y Karaca (eds), Computational Science and Its Applications – ICCSA 2020: 20th International Conference, Cagliari, Italy, July 1–4, 2020, Proceedings, Part II. Lecture Notes in Computer Science, vol. 12254 (LNCS), Springer, Cham, pp. 598-614, International Conference on Computational Science and Its Applications (ICCSA 2020), Cagliari, Italy, 1/07/20. https://doi.org/10.1007/978-3-030-58817-5_44
Shaheen, Q, Toniolo, A & Kuster Filipe Bowles, J 2020, Dialogue games for explaining medication choices. in V Gutiérrez Basulto, T Kliegr, A Soylu, M Giese & D Roman (eds), Rules and Reasoning: 4th International Joint Conference, RuleML+RR 2020, Oslo, Norway, June 29–July 1, 2020, Proceedings. Lecture Notes in Computer Science (Programming and Software Engineering), vol. 12173 LNCS, Springer, Cham, pp. 97-111, 4th International Joint Conference on Rules and Reasoning (RCUL+RR 2020), Oslo, Norway, 29/06/20. https://doi.org/10.1007/978-3-030-57977-7_7
Fang, L , Ye, J & Dobson, SA 2020, 'Discovery and recognition of emerging human activities using a hierarchical mixture of directional statistical models', IEEE Transactions on Knowledge and Data Engineering, vol. 32, no. 7, pp. 1304 - 1316. https://doi.org/10.1109/TKDE.2019.2905207
Kawamura, K, Kelsey, T & Hiraike, O 2020, 'Editorial: Ovarian ageing: pathophysiology and recent development of maintaining ovarian reserve', Frontiers in Endocrinology, vol. 11, 591764. https://doi.org/10.3389/fendo.2020.591764
Shi, W , Kelsey, T & Sullivan, F 2020, 'Efficient Identification of Patients Eligible for Clinical Studies Using Case-Based Reasoning on The Scottish Health Research Register (SHARE)', International Population Data Linkage Conference 2020, 1/11/20 - 13/11/20. https://doi.org/10.23889/ijpds.v5i5.1509
Shi, W , Kelsey, T & Sullivan, F 2020, 'Efficient identification of patients eligible for clinical studies using case-based reasoning on Scottish Health Research register (SHARE)', BMC Medical Informatics and Decision Making, vol. 20, 70. https://doi.org/10.1186/s12911-020-1091-6
Abbara, A, Hunjan, T, Ho, VNA, Clarke, SA, Comninos, AN, Izzi-Engbeaya, C, Ho, TM, Trew, GH, Hramyka, A , Kelsey, T, Salim, R, Humaidan, P, Vuong, LN & Dhillo, WS 2020, 'Endocrine requirements for oocyte maturation following hCG, GnRH agonist and kisspeptin during IVF treatment', Frontiers in Endocrinology, vol. 11, 537205. https://doi.org/10.3389/fendo.2020.537205
Dobson, SA 2020, Epidemic modelling - Some notes, maths, and code. Independent Publishing Network. <https://simondobson.org/introduction-to-epidemics/>
Ye, J & Callus, E 2020, 'Evolving models for incrementally learning emerging activities', Journal of Ambient Intelligence and Smart Environments, vol. 12, no. 4, pp. 313-325. https://doi.org/10.3233/AIS-200566
Pitcher, MJ, Dobson, SA , Kelsey, T , Chaplain, MAJ , Sloan, DJ , Gillespie, SH & Bowness, R 2020, 'How mechanistic in silico modelling can improve our understanding of TB disease and treatment', International Journal of Tuberculosis and Lung Disease, vol. 24, no. 11, pp. 1145-1150. https://doi.org/10.5588/ijtld.20.0107
Arandjelović, O & Zachariou, M 2020, 'Images of Roman Imperial denarii: a curated data set for the evaluation of computer vision algorithms applied to ancient numismatics, and an overview of challenges in the field', Sci, vol. 2, no. 4, 91. https://doi.org/10.3390/sci2040091
Kuster Filipe Bowles, J , Mendoza Santana, JJ, Vermeulen, AF, Webber dos Santos, TC & Blackledge, E 2020, Integrating healthcare data for enhanced citizen-centred care and analytics. in M Hägglund, P Gallos, K Häyrinen, K Saranto, P Scott, A Värri, J Delgado, U-M Kinnunen, LB Pape-Haugaard & L-M Peltonen (eds), Integrated Citizen Centered Digital Health and Social Care: Citizens as Data Producers and Service co-Creators. Studies in Health Technology and Informatics, vol. 275, IOS Press, pp. 17-21, EFMI 2020 Special Topic Conference, 26/11/20. https://doi.org/10.3233/SHTI200686
Kuster Filipe Bowles, J , Mendoza Santana, JJ & Webber dos Santos, TC 2020, Interacting with next-generation smart patient-centric healthcare systems. in Adjunct Publication of the 28th ACM Conference on User Modeling, Adaptation and Personalization (UMAP '20 Adjunct). ACM, pp. 191–192, 28th Conference on User Modeling, Adaptation and Personalization (UMAP '20), Genoa, Italy, 12/07/20. https://doi.org/10.1145/3386392.3399561
Phylactou, M, Abbara, A, Al-Memar, M, Eng, PC, Comninos, AN, Izzi-Engbeaya, C, Clarke, SA, Mills, E, Nadir, R, Skyes, M, Ewa, P, Yang, L, Fourie, H, Bech, P, Kelsey, T, Bourne, T & Dhillo, WS 2020, 'Kisspeptin as a biomarker for pregnancy complications', Journal of the Endocrine Society, vol. 4, no. Supplement 1, pp. A534-A535. https://doi.org/10.1210/jendso/bvaa046.1053
Olling Back, C, Manataki, A & Harrison, E 2020, Mining patient flow patterns in a surgical ward. in Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies. vol. 5, SciTePress, pp. 273-283, 13th International Conference on Health Informatics, part of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies, Valetta, Malta, 24/02/20. https://doi.org/10.5220/0009181302730283
Pitcher, MJ, Bowness, R , Dobson, SA, Eftimie, R & Gillespie, SH 2020, 'Modelling the effects of environmental heterogeneity within the lung on the tuberculosis life-cycle', Journal of Theoretical Biology, vol. 506, 110381. https://doi.org/10.1016/j.jtbi.2020.110381
Pitcher, MJ, Bowness, R , Dobson, SA, Eftimie, R & Gillespie, SH, Modelling the effects of environmental heterogeneity within the lung on the tuberculosis life-cycle (software), 2020, Software, Mendeley Data. https://doi.org/10.17632/y64c95bghv.1
Kuster Filipe Bowles, J, Silvina, A, Bin, E & Vinov, M 2020, On defining rules for cancer data fabrication. in V Gutiérrez Basulto, T Kliegr, A Soylu, M Giese & D Roman (eds), Rules and Reasoning: 4th International Joint Conference, RuleML+RR 2020, Oslo, Norway, June 29–July 1, 2020, Proceedings. Lecture Notes in Computer Science (Programming and Software Engineering), vol. 12173 LNCS, Springer, Cham, pp. 168-176, 4th International Joint Conference on Rules and Reasoning (RCUL+RR 2020), Oslo, Norway, 29/06/20. https://doi.org/10.1007/978-3-030-57977-7_13
Bucchiarone, A, D'Angelo, M, Pianini, D, Cabri, G, De Sanctis, M, Viroli, M, Casadei, R & Dobson, S 2020, 'On the social implications of collective adaptive systems', IEEE Technology and Society Magazine, vol. 39, no. 3, pp. 36-46. https://doi.org/10.1109/MTS.2020.3012324
Schrempf, P, Watson, H, Mikhael, S, Pajak, M, Falis, M, Lisowska, A, Muir, KW, Harris-Birtill, D & O'Neil, AQ 2020, Paying per-label attention for multi-label extraction from radiology reports. in J Cardoso, H Van Nguyen, N Heller, P Henriques Abreu, I Isgum, W Silva, R Cruz, J Pereira Amorim, V Patel, B Roysam, K Zhou, S Jiang, N Le, K Luu, R Sznitman, V Cheplygina, D Mateus, E Trucco & S Abbasi (eds), Interpretable and Annotation-Efficient Learning for Medical Image Computing: Third International Workshop, iMIMIC 2020, Second International Workshop, MIL3iD 2020, and 5th International Workshop, LABELS 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4–8, 2020, Proceedings. Lecture Notes in Computer Science (including subseries Image Processing, Computer Vision, Pattern Recognition, and Graphics), vol. 12446 LNCS, Springer, Cham, pp. 277-289, MICCAI Workshop on Large-scale Annotation of Biomedical data and Expert Label Synthesis 2020, Peru, 8/10/20. https://doi.org/10.1007/978-3-030-61166-8_29
Abbara, A, Clarke, S, Brewster, R, Simmonard, A, Eng, PC, Phylactou, M, Papadopoulou, D, Izzi-Engbeaya, C, Sam, A, Jonauskyte, E, Comninos, A, Meeran, K, Kelsey, T & Dhillo, W 2020, 'Pharmacodynamic response to anti-thyroid drugs in Graves’ hyperthyroidism', Frontiers in Endocrinology, vol. 11, 286. https://doi.org/10.3389/fendo.2020.00286
Zhang, L, Arandjelovic, O, Dewar, S, Astell, A , Doherty, G & Ellis, M 2020, Quantification of advanced dementia patients' engagement in therapeutic sessions: an automatic video based approach using computer vision and machine learning. in 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). vol. 2020, Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference, IEEE, pp. 5785-5788, 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) in conjunction with the 43rd Annual Conference of the Canadian Medical and Biological Engineering Society (EMBC 2020) , Montreal, Canada, 20/07/20. https://doi.org/10.1109/EMBC44109.2020.9176632
Ye, J, O’Grady, M & Banos, O 2020, 'Sensor technology for smart homes', Sensors, vol. 20, no. 24, 7046. https://doi.org/10.3390/s20247046
Andersen, CY, Kelsey, T, Mamsen, L & Vuong, LN 2020, 'Shortcomings of an unphysiological triggering of oocyte maturation using human chorionic gonadotropin', Fertility and Sterility, vol. 114, no. 2, pp. 200-208. https://doi.org/10.1016/j.fertnstert.2020.05.022
Cezard, GI , McHale, CT , Sullivan, F , Kuster Filipe Bowles, J & Keenan, KL 2020, 'Studying trajectories of multimorbidity: a systematic scoping review of longitudinal approaches and evidence', medRxiv. <https://www.medrxiv.org/content/medrxiv/early/2020/11/16/2020.11.16.20232363.full.pdf>
Mansouri Benssassi, E & Ye, J 2020, Synch-Graph: multisensory emotion recognition through neural synchrony via graph convolutional networks. in Proceedings of the AAAI Conference on Artificial Intelligence (AAAI-20). Proceedings of the AAAI Conference on Artificial Intelligence, AAAI Press, pp. 1351-1358, Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), New York, New York, United States, 7/02/20. https://doi.org/10.1609/aaai.v34i02.5491
Redeker, G & Kuster Filipe Bowles, J 2020, Tackling polypharmacy: a multi-source decision support system. in L Pape-Haugaard, C Lovis, I Corte Madsen, P Weber, PH Nielsen & P Scott (eds), Digital Personalized Health and Medicine : Proceedings of MIE 2020. vol. 270, Studies in Health Technology and Informatics, vol. 270, IOS Press, pp. 688 - 692, 30th Medical Informatics Europe conference (MIE), Geneva, Switzerland, 28/04/20. https://doi.org/10.3233/SHTI200248
Janjic, V , Kuster Filipe Bowles, J, Vermeulen, AF, Silvina, A, Belk, M, Fidas, C, Pitsillides, A, Kumar, M, Rossborry, M, Vinov, M, Given-Wilson, T, Legay, A, Blackledge, E, Arredouani, R, Stylianou, G & Huang, W 2020, The SERUMS tool-chain: ensuring security and privacy of medical data in smart patient-centric healthcare systems. in Proceedings 2019 IEEE International Conference on Big Data., 9005600, IEEE International Conference on Big Data, IEEE Computer Society, pp. 2726-2735, IEEE Big Data 2019, Los Angeles, California, United States, 9/12/19. https://doi.org/10.1109/BigData47090.2019.9005600
Ratcliffe, C & Arandelovic, O 2020, 'Tracking of deformable objects using dynamically and robustly updating pictorial structures', Journal of Imaging, vol. 6, no. 7, 61. https://doi.org/10.3390/jimaging6070061
Cooper, J & Arandjelovic, O 2020, Understanding ancient coin images. in L Oneto, N Navarin, A Sperduti & D Anguita (eds), Recent Advances in Big Data and Deep Learning. Proceedings of the International Neural Networks Society, vol. 1, Springer, Cham, pp. 330-340, INNS Big Data and Deep Learning , Genova, Italy, 16/04/19. https://doi.org/10.1007/978-3-030-16841-4_34
Harris-Birtill, D & Harris-Birtill, R 2020, Understanding computation time: a critical discussion of time as a computational performance metric. in J Parker, P Harris & A Misztal (eds), Time in variance: the study of time. vol. 17, The Study of Time, Brill, The 17th triennial conference of the International Society for the Study of Time, California, California, United States, 23/06/19.
Rosales Sanabria, A & Ye, J 2020, 'Unsupervised domain adaptation for activity recognition across heterogeneous datasets', Pervasive and Mobile Computing, vol. In press, 101147. https://doi.org/10.1016/j.pmcj.2020.101147
Jiang, A, Nacenta, M , Terzić, K & Ye, J 2020, Visualization as Intermediate Representations (VLAIR) for human activity recognition. in SA Munson & SM Schueller (eds), PervasiveHealth '20: Proceedings of the 14th EAI International Conference on Pervasive Computing Technologies for Healthcare. ACM, pp. 201-210, 14th EAI International Conference on Pervasive Computing Technologies for Healthcare (EAI PervasiveHealth 2020), Atlanta, Georgia, United States, 6/10/20. https://doi.org/10.1145/3421937.3422015
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Arandelović, O 2019, 'A more principled use of the p-value? Not so fast: a critique of Colquhoun's argument', Royal Society Open Science, vol. 6, no. 5, 181519. https://doi.org/10.1098/rsos.181519
Kuster Filipe Bowles, J & Caminati, MB 2019, An integrated approach to a combinatorial optimisation problem. in W Ahrendt & SL Tapia Tarifa (eds), Integrated Formal Methods: 15th International Conference, IFM 2019, Bergen, Norway, December 2–6, 2019, Proceedings. LNCS edn, Lecture Notes in Computer Science (Programming and Software Engineering), vol. 11918, Springer, Cham, pp. 284-302, 15th International Conference on integrated Formal Methods (iFM 2019), Bergen, Norway, 2/12/19. https://doi.org/10.1007/978-3-030-34968-4_16
Abbara, A, Eng, PC, Phylactou, M, Clarke, SA, Hunjan, T, Roberts, R, Vimalesvaran, S, Christopoulous, G, Islam, R, Purugganan, K, Comninos, AM, Trew, GH, Salim, R, Hramyka, A, Owens, L, Kelsey, TW & Dhillo, W 2019, 'Anti-Müllerian hormone (AMH) in the diagnosis of menstrual disturbance due to polycystic ovarian syndrome', Frontiers in Endocrinology, vol. 10, 656. https://doi.org/10.3389/fendo.2019.00656
Caie, PD, Dimitriou, N, Nearchou, IP , Arandelovic, O & Harrison, DJ 2019, 'Artificial intelligence driving automated pathology: iCAIRD and beyond', 31 st European Congress of Pathology, Nice, France, 7/09/19 - 11/09/19 pp. 1–436. https://doi.org/10.1007/s00428-019-02631-8
Bowles, JKF & Caminati, MB 2019, Balancing prescriptions with constraint solvers. in P Liò & P Zuliani (eds), Automated Reasoning for Systems Biology and Medicine. Computational Biology, vol. 30, Springer, Cham, pp. 243-267. https://doi.org/10.1007/978-3-030-17297-8_9
Osuala, R, Li, J & Arandelovic, O 2019, 'Bringing modern machine learning into clinical practice through the use of intuitive visualization and human-computer interaction', Augmented Human Research, vol. 4, 3. https://doi.org/10.1007/s41133-019-0012-7
Mamsen, LS, Charkiewicz, K, Anderson, RA, Telfer, EE, McLaughlin, M, Kelsey, TW, Kristensen, SG, Gook, DA, Ernst, E & Andersen, CY 2019, 'Characterization of follicles in girls and young women with Turner syndrome who underwent ovarian tissue cryopreservation', Fertility and Sterility, vol. 111, no. 6, pp. 1217-1225.e3. https://doi.org/10.1016/j.fertnstert.2019.02.003

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