Division of Informatics, Imaging & Data Sciences

2024

Cake-cutting: Fair Division of Divisible Goods

Lindner, C. & Rothe, J., 29 Jun 2024, Economics and Computation: An Introduction to Algorithmic Game Theory, Computational Social Choice, and Fair Division. Rothe, J. (ed.). 2 ed. Cham: Springer Nature, p. 507-603 7 p. (Classroom Companion: Economics).

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

Deep learning for vision and representation learning

Zakeri, A., Xia, Y., Ravikumar, N. & Frangi , A. F., 2024, Medical Image Analysis. Elsevier Masson s.r.l., p. 451-474 24 p.

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

Deep learning fundamentals

Ravikumar, N., Zakeri, A., Xia, Y. & Frangi , A. F., 2024, Medical Image Analysis. London: Academic Press, p. 415-450 36 p. (The MICCAI Society Book Series).

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

Genes, Chromosomes and Related Molecules

Freeman, P. J. & Baskin, P., 3 May 2024, The CSE Manual: Scientific Style and format for Authors, Editors and Publishers. 9 ed. Chicago, IL: University of Chicago Press, p. 367

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

2023

App Limitations

Pyne, Y., McMillan, B. & Stewart, S., 11 Jan 2023, Smartphone Apps for Health and Wellness. Higgins, J. & Morico, M. (eds.). 1st ed. London: Academic Press, p. 223-239 16 p.

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

Deep Physics-Informed Super-Resolution of Cardiac 4D-Flow MRI

Shone, F., Ravikumar, N., Lassila, T., MacRaild, M., Wang, Y., Taylor, Z. A., Jimack, P., Dall’Armellina, E. & Frangi, A. F., 8 Jun 2023, Lecture Notes in Computer Science. Frangi, A., de Bruijne, M., Wassermann, D. & Navab, N. (eds.). Springer Nature, p. 511-522 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13939 LNCS).

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

Mathematical preliminaries

Alberola-López, C. & Frangi, A. F., 20 Sept 2023, Medical Image Analysis. Frangi, A. F., Prince, J. L. & Sonka, M. (eds.). London: Academic Press, Ltd, p. 21-56 36 p.

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

Statistical Shape Models

Cootes, T., 20 Sept 2023, Medical Image Analysis. Frangi, A., Prince, J. & Sonka, M. (eds.). London: Academic Press, p. 201-225 25 p.

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

2022

Image imputation in cardiac MRI and quality assessment

Xia, Y., Ravikumar, N. & Frangi, A. F., 1 Jan 2022, Biomedical Image Synthesis and Simulation: Methods and Applications. Burgos, N. & Svoboda, D. (eds.). London: Elsevier Masson s.r.l., p. 347-367 21 p. (The MICCAI Society Book Series).

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

Non-Fungible Tokens as a Mechanism for Representing Patient Consent

Cunningham, J., Davies, N., Devaney, S., Holm, S., Harding, M., Neumann, V. & Ainsworth, J., 2022, Challenges of Trustable AI and Added-Value on Health: Proceedings of MIE 2022. Séroussi, B., Weber, P., Dhombres, F., Grouin, C., Liebe, J.-D., Pelayo, S., Pinna, A., Rance, B., Sacchi, L., Ugon, A., Benis, A. & Gallos, P. (eds.). Amsterdam: IOS Press, p. 382-386 5 p. (Studies in Health Technology and Informatics; vol. 294).

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

Open Access

2021

Deep Discriminative Domain Generalization with Adversarial Feature Learning for Classifying ECG Signals

Shang, Z., Zhao, Z., Fang, H., Relton, S., Murphy, D., Hancox, Z., Yan, R. & Wong, D., 2021, Computing in Cardiology. (Computing in Cardiology; vol. 2021-September).

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

Open Access

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Human-Machine Perception of Complex Signal Data

Alahmadi, A., Davies, A., Vigo, M., Dempsey, K. & Jay, C., 20 Sept 2021, Human-Like Machine Intelligence. Muggleton, S. & Chater, N. (eds.). Oxford University Press

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

2020

From Personalised Predictions to Targeted Advice: Improving Self-Management in Rheumatoid Arthritis

Fahmi, A., Soyel, H., Marsh, W., Curzon, P., MacBrayne, A. & Humby, F., 23 Nov 2020, Integrated Citizen Centered Digital Health and Social Care: Citizens as Data Producers and Service co-Creators - Proceedings of the EFMI 2020 Special Topic Conference. Varri, A., Delgado, J., Gallos, P., Hagglund, M., Hayrinen, K., Kinnunen, U.-M., Pape-Haugaard, L. B., Peltonen, L.-M., Saranto, K. & Scott, P. (eds.). p. 62-66 5 p. (Studies in Health Technology and Informatics; vol. 275).

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

Open Access

2019

Complications and Pitfalls in Neuro-oncology Imaging

Stivaros, S. M., Kilday, J. P., Soares, B. P. & Huisman, T. A. G. M., 28 Mar 2019, Pediatric Oncology. Springer Nature, p. 253-273 21 p. (Pediatric Oncology).

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

Image Quality Assessment for Population Cardiac Magnetic Resonance Imaging

Zhang, L., Pereañez, M., Piechnik, S. K., Neubauer, S., Petersen, S. E. & Frangi, A. F., 1 Oct 2019, Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics. Lu, L., Wang, X., Carneiro, G. & Yang, L. (eds.). Cham: Springer Cham, p. 299-321 23 p. (Advances in Computer Vision and Pattern Recognition).

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

Modelling gene expression dynamics with Gaussian process inference

Rattray, M., Ahmed, S. & Boukouvalas, A., 29 Jul 2019, Handbook of Statistical Genomics. John Wiley & Sons Ltd, Vol. 1. p. 879-897 19 p.

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

Risk-based breast cancer screening strategies in women

Harkness, E. F., Astley, S. M. & Evans, D. G., 2019, Best Practice & Research Clinical Obstetrics & Gynaecology. Bailliere Tindall Ltd, (Best Practice and Research: Clinical Obstetrics and Gynaecology).

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

Simultaneous Super-Resolution and Cross-Modality Synthesis in Magnetic Resonance Imaging

Huang, Y., Shao, L. & Frangi, A. F., 1 Oct 2019, Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics. Lu, L., Wang, X., Carneiro, G. & Yang, L. (eds.). Cham: Springer Cham, p. 437-457 21 p. (Advances in Computer Vision and Pattern Recognition).

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

Small Defect Detection Using Convolutional Neural Network Features and Random Forests

Dong, X., Taylor, C. & Cootes, T. F., 2019, European Conference on Computer Vision. Switzerland: Springer Nature, Vol. 11132. p. 398-412 15 p. (Lecture Notes in Computer Science; vol. 11132).

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

2018

Noninvasive preclinical and clinical imaging of liver transporter function relevant to drug-induced liver injury

Kenna, J. G., Waterton, J. C., Baudy, A., Galetin, A., Hines, C. D. G., Hockings, P., Patel, M., Scotcher, D., Sourbron, S., Ziemian, S. & Schuetz, G., 21 Mar 2018, Drug-Induced Liver Toxicity. New York, NY: Humana Press, Inc, p. 627-651 25 p. (Methods in Pharmacology and Toxicology; no. 9781493976768).

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

Open Access

Patient stratification using longitudinal data – application of latent class mixed models

Geifman, N., Lennon, H. & Peek, N., 2018, Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth - Proceedings of MIE 2018. IOS Press, Vol. 247. p. 176-180 5 p. (Studies in Health Technology and Informatics; vol. 247).

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

Open Access

2017

Automated Image Interpretation Using Statistical Shape Models

Lindner, C., Mar 2017, Statistical Shape and Deformation Analysis: Methods, Implementation and Applications. Zheng, G., Li, S. & Szekely, G. (eds.). Elsevier BV, p. 3-32

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

Effect of wavelength and beam width on penetration in light-tissue interaction using computational methods

Ash, C., Dubec, M., Donne, K. & Bashford, T., 1 Nov 2017, Lasers in Medical Science. Springer Nature, p. 1909-1918 10 p. (Lasers in Medical Science; vol. 32).

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

Machine Learning Models for Multidimensional Clinical Data

Orphanidou, C. & Wong, D., 7 Aug 2017, Handbook of Large-Scale Distributed Computing in Smart Healthcare. Springer Nature, p. 177-216 40 p.

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

MRI Guided Radiotherapy: A Short SWOT Analysis

van Herk, M., McWilliam, A., Dubec, M., Faivre-Finn, C. & Choudhury, A., 2017, Imaging & Oncology . London: Society and College of Radiographers, p. 20-27

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

Semi-supervised assessment of incomplete LV coverage in cardiac MRI using generative adversarial nets

Zhang, L., Gooya, A. & Frangi, A. F., 30 Sept 2017, Simulation and Synthesis in Medical Imaging: Second International Workshop, SASHIMI 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 10, 2017, Proceedings. Tsaftaris, S. A., Gooya, A., Frangi, A. F. & Prince, J. L. (eds.). Cham: Springer Cham, p. 61-68 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10557).

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

Shame, Disgust and the Moral Economies of Young Women’s Sexual Health in the North West of England

Laverty, L., 1 Jun 2017, Neo-liberalism and austerity: The moral economies of young people's health and well-being. Kelly, P. & Pike, J. (eds.). London: Palgrave Macmillan Ltd, p. 179-195 17 p.

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

The Effects of Heterogeneity in the Comparative Effectiveness of Individual Treatments in Randomised Trials

Pericleous, P., Van Staa, T. & Sperrin, M., 2017, Informatics for Health: Connected Citizen-Led Wellness and Population Health. Randell, R., Cornet, R., McCowan, C., Peek, N. & Scott, P. J. (eds.). IOS Press, p. 221-225 5 p. (Studies in Health Technology and Informatics; vol. 235).

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

2016

Challenges and Opportunities in the Implementation of Risk-based Screening for Breast Cancer

Howell, A., Evans, D. G., Maxwell, A. & Astley, S., Mar 2016, Breast Cancer Screening: Making Sense of Complex and Evolving Evidence: By Nehmat Houssami, Diana Miglioretti. 1st ed. Academic Press, Ltd, 456 p.

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

Improving Mammographic Density Estimation in the Breast Periphery

Chen, X., Moschidis, E., Taylor, C. & Astley, S., 2016, Breast imaging: 13th International Workshop, IWDM 2016, Malmö, Sweden, June 19-22, 2016, proceedings. Tingberg, A., Lång, K. & Timberg, P. (eds.). Springer Nature, p. 469-477 (Lecture Notes in Computer Science; vol. 9699).

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

Learning pathological deviations from a normal pattern of myocardial motion: Added value for CRT studies?

Duchateau, N., Piella, G., Frangi, A. & De Craene, M., 19 Aug 2016, Machine Learning and Medical Imaging. Wu, G., Shen, D. & Sabuncu, M. R. (eds.). London: Academic Press, p. 365-382 18 p. (The Elsevier and MICCAI Society Book Series).

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

Neuroimaging

Pope, W. B., Djoukhadar, I. & Jackson, A., 2016, Handbook of Clinical Neurology: Gliomas. Vol. 134. p. 27-50 24 p.

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

2015

Image-based haemodynamics simulation in intracranial aneurysms

Radaelli, A. G., Bogunovíc, H., Villa Uriol, M. C., Cebral, J. R. & Frangi, A. F., 25 Mar 2015, Handbook of Biomedical Imaging: Methodologies and Clinical Research. Paragios, N., Duncan, J. & Ayache, N. (eds.). New York, NY: Springer New York, p. 199-217 19 p.

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

2014

Breast Cancer Risk Analysis Based on a Novel Segmentation Framework for Digital Mammograms

Chen, X., Moschidis, E., Taylor, C. & Astley, S., 2014, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014: 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part I. Golland, P., Hata, N., Barillot, C., Hornegger, J. & Howe, R. (eds.). Springer Nature, Vol. 8673. p. 536-543 (Lecture Notes in Computer Science).

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

Validation of tractography

Hubbard Cristinacce, P. L. & Parker, G. J., 2014, Diffusion MRI. Johansen-Berg, H. & Behrens, T. E. J. (eds.). 2 ed. p. 453-480 8 p.

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

2013

Negotiating (un)healthy lifestyles in an era of 'intensive' parenting: Ethnographic case studies from North West England, UK.

Hinton, D., Laverty, L. & Robinson, J., 18 Mar 2013, Parenting in global perspective: Negotiating ideologies of kinship, self and politics. Faircloth, C., Hoffman, D. & Layne, L. (eds.). London: Routledge, p. 70-85 16 p.

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

2012

The VPH-Physiome Project: standards, tools and databases for multi-scale physiological modelling: Standards, tools and databases for multi-scale physiological modelling

Hunter, P., Bradley, C., Britten, R., Brooks, D., Carotenuto, L., Christie, R., Frangi, A. F., Garny, A., Ladd, D., Little, C., Nickerson, D., Nielsen, P., Miller, A., Planes, X., Steghoffer, M., Young, A. & Yu, T., 2012, Modelling Physiological Flows. Ambrosi, D., Quarteroni, A. & Rozza, G. (eds.). Springer Berlin, p. 205-250 46 p. (Modeling, Simulation and Applications; vol. 5).

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

2011

Detecting and Classifying Linear Structures in Mammograms Using Random Forests

Berks, M., Chen, Z., Astley, S., Taylor, C., Szekely, G. & Hahn, H., 2011, Information processing in medical imaging : 22nd International Conference, IPMI 2011, Kloster Irsee, Germany, July 3-8, 2011,. p. 510-524 15 p. ( Lecture notes in computer science; vol. 6801).

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

Novelty detection for identifying deterioration in emergency department patients

Clifton, D. A., Wong, D., Fleming, S., Wilson, S. J., Way, R., Pullinger, R. & Tarassenko, L., 2011, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 6936. p. 220-227 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6936 LNCS).

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

2009

What the future holds

Simpson, A., Woodfolk, J., Custovic, A. & Platts-Mills, T., 2009, Managing Allergy. Atlas Medical Publishing, p. 257-266

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

2008

@neurIST - chronic disease management through integration of heterogeneous data and computer-interpretable guideline services

Dunlop, R., Arbona, A., Rajasekaran, H., Lo Iacono, L., Fingberg, J., Summers, P., Benkner, S., Engelbrecht, G., Chiarini, A., Friedrich, C. M., Moore, B., Bijlenga, P., Iavindrasana, J., Hose, R. D., Frangi, A. F. & Consortium, T. @., 2008, Global Healthgrid: E-science Meets Biomedical Informatics. Solomonides, T., Silverstein, J. C., Saltz, J., Legre, Y., Kratz, M., Foster, I., Breton, V. & Beck, J. R. (eds.). Vol. 138. p. 173-177 5 p. (Studies in Health Technology and Informatics).

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

Animal Allergens

Custovic, A. & Simpson, A., 2008, Allergy and Allergic Diseases. London : John Wiley & Sons Ltd, p. 997-1016

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

Avoiding exposure to indoor allergens

Simpson, A. & Custovic, A., 2008, ABC of allergies. 2nd ed. London: John Wiley & Sons Ltd

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

From pairwise medical image registration to populational computational atlases

De Craene, M. & Frangi, A. F., 1 Jan 2008, Principles and Advanced Methods in Medical Imaging and Image Analysis. World Scientific Publishing Co, p. 481-516 36 p.

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

The @neurIST project

Iavindrasana, J., Lo Iacono, L., Mueller, H., Periz, I., Summers, P., Wright, J., Friedrich, C. M., Dach, H., Gattermayer, T., Engelbrecht, G., Benkner, S., Hofmann-Apitius, M., Dunlop, R., Arbona, A., Rajasekaran, H., Fingberg, J., Chiarini, A., Moore, B., Bijlenga, P. & Hose, R. D. & 1 others, Frangi, A. F., 2008, Global Healthgrid: E-science Meets Biomedical Informatics. Solomonides, T., Silverstein, J. C., Saltz, J., Legre, Y., Kratz, M., Foster, I., Breton, V. & Beck, J. R. (eds.). Vol. 138. p. 161-164 4 p. (Studies in Health Technology and Informatics).

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

2007

Statistical deformable models for cardiac segmentation and functional analysis in gated-SPECT studies

Tobon-Gomez, C., Ordas, S., Frangi, A. F., Aguade, S. & Castell, J., 2007, Deformable Models: Biomedical and Clinical Applications. Suri, J. S. & Farag, A. (eds.). Springer Berlin, p. 163-193 31 p.

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

2006

3D active shape and appearance models in cardiac image analysis

Lelieveld, B., Frangi, A. F., Mitchell, S., Van Assen, H., Ordas, S., Reiber, J. & Sonka, M., 2006, Handbook of Mathematical Models in Computer Vision. Springer Nature, p. 471-485 15 p.

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

2005

Division of Informatics, Imaging & Data Sciences

Research output

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