Dr. Michael Berks Profile

Dr. Michael Berks

at Univ of Manchester

SPIE Involvement:

Author

Publications (11)

Proceedings Article | 13 March 2024 Presentation

Multispectral imaging in nailfold capillaroscopy for the detection of systemic sclerosis

Michaela Taylor-Williams, Irsa Khalil, Graham Dinsdale, Joanne Manning, Michael Berks, Andrea Murray, Sarah Bohndiek

Proceedings Volume PC12827, PC128270M (2024) https://doi.org/10.1117/12.3002477

KEYWORDS: Multispectral imaging, Capillaries, Cameras, Vascular diseases, Oxygenation, Light sources, Imaging systems, Image segmentation, Control systems, Visualization

Read Abstract +

SPIE Journal Paper | 12 December 2022 Open Access

Multispectral imaging of nailfold capillaries using light-emitting diode illumination

Michaela Taylor-Williams, Stephen Mead, Travis Sawyer, Lina Hacker, Calum Williams, Michael Berks, Andrea Murray, Sarah Bohndiek

JBO, Vol. 27, Issue 12, 126002, (December 2022) https://doi.org/10.1117/12.10.1117/1.JBO.27.12.126002

KEYWORDS: Light emitting diodes, Capillaries, LED lighting, Oxygenation, Blood, Reflectivity, Multispectral imaging, Modeling, Imaging systems, Systems modeling

Read Abstract +

DOWNLOAD PAPER

Proceedings Article | 5 March 2021 Presentation

Hyperspectral imaging and analysis of the nailfold capillaries

Michaela Taylor-Williams, Calum Williams, Michael Berks, Andrea Murray, Sarah Bohndiek

Proceedings Volume 11655, 116551H (2021) https://doi.org/10.1117/12.2575975

KEYWORDS: Capillaries, Hyperspectral imaging, Signal to noise ratio, Tissues, Signal processing, Absorbance, Tunable lasers, Oximetry, Optical filters, Denoising

Read Abstract +

Proceedings Article | 5 March 2021 Presentation

A low-cost LED-based multispectral capillaroscopy system for oximetry of the nailfold

Michaela Taylor-Williams, Steven Mead, Travis Sawyer, Lina Hacker, Calum Williams, Michael Berks, Andrea Murray, Sarah Bohndiek

Proceedings Volume 11651, 116510J (2021) https://doi.org/10.1117/12.2575869

KEYWORDS: Light emitting diodes, Oximetry, Capillaries, Visualization, Reflectivity, RGB color model, Modeling, Imaging systems, Hypoxia, Control systems

Read Abstract +

SPIE Journal Paper | 31 January 2019 Open Access

Prediction of reader estimates of mammographic density using convolutional neural networks

Georgia Ionescu, Martin Fergie, Michael Berks, Elaine Harkness, Johan Hulleman, Adam Brentnall, Jack Cuzick, D. Gareth Evans, Susan Astley

JMI, Vol. 6, Issue 03, 031405, (January 2019) https://doi.org/10.1117/12.10.1117/1.JMI.6.3.031405

KEYWORDS: Breast cancer, Cancer, Breast, Mammography, Convolutional neural networks, Data modeling, Tumor growth modeling, Control systems, Visualization, Tissues

Read Abstract +

DOWNLOAD PAPER

Proceedings Article | 6 July 2018 Paper

Using a convolutional neural network to predict readers' estimates of mammographic density for breast cancer risk assessment

Georgia Ionescu, Martin Fergie, Michael Berks, Elaine Harkness, Johan Hulleman, Adam Brentnall, Jack Cuzick, D. Gareth Evans, Susan Astley

Proceedings Volume 10718, 107180D (2018) https://doi.org/10.1117/12.2318464

KEYWORDS: Breast, Mammography, Cancer, Breast cancer, Convolutional neural networks, Network architectures, Health sciences

Read Abstract +

Proceedings Article | 9 May 2012 Paper

Assessment of change in breast density: reader performance using synthetic mammographic images

Sue Astley, Chitra Swayamprakasam, Michael Berks, Jamie Sergeant, Julie Morris, Mary Wilson, Nicky Barr, Caroline Boggis

Proceedings Volume 8318, 831810 (2012) https://doi.org/10.1117/12.913340

KEYWORDS: Mammography, Breast, Tissues, Visualization, Breast cancer, Cancer, Roads, Statistical modeling, Digital mammography, X-ray imaging

Read Abstract +

Proceedings Article | 15 March 2011 Paper

Evaluation of blood vessel detection methods

R. Sadeghzadeh, M. Berks, S. Astley, C. Taylor

Proceedings Volume 7962, 79623U (2011) https://doi.org/10.1117/12.878723

KEYWORDS: Tolerancing, Blood vessels, Wavelets, Image segmentation, Databases, Medical imaging, Detection and tracking algorithms, Wavelet transforms, Sensors, Detector development

Read Abstract +

Proceedings Article | 3 March 2011 Paper

Assessment of breast density: reader performance using synthetic mammographic images

Janine Makaronidis, Michael Berks, Jamie Sergeant, Julie Morris, Caroline Boggis, Mary Wilson, Nicky Barr, Sue Astley

Proceedings Volume 7966, 796603 (2011) https://doi.org/10.1117/12.878758

KEYWORDS: Breast, Mammography, Tissues, Visualization, Cancer, Image processing, Image segmentation, Roads, Breast cancer, Calibration

Read Abstract +

Proceedings Article | 19 March 2010 Paper

A stepwedge-based method for measuring breast density: observer variability and comparison with human reading

Jenny Diffey, Michael Berks, Alan Hufton, Camilla Chung, Rosanne Verow, Joanna Morrison, Mary Wilson, Caroline Boggis, Julie Morris, Anthony Maxwell, Susan Astley

Proceedings Volume 7622, 76220A (2010) https://doi.org/10.1117/12.844265

KEYWORDS: Breast, Tissues, Mammography, Image analysis, Visualization, Breast cancer, Roads, Medical imaging, Visual analytics, Algorithm development

Read Abstract +

Proceedings Article | 24 February 2010 Paper

Evaluating the realism of synthetically generated mammographic lesions: an observer study

Michael Berks, David Barbosa da Silva, Caroline Boggis, Sue Astley

Proceedings Volume 7627, 762704 (2010) https://doi.org/10.1117/12.845543

KEYWORDS: Mammography, Statistical analysis, Breast, Tumor growth modeling, Breast cancer, Statistical modeling, Tissues, Software development, Spatial resolution, Roads

Read Abstract +

Showing 5 of 11 publications

View contact details

UPDATE YOUR PROFILE

Is this your profile? Update it now.

Sign into your SPIE.org account

Don’t have a profile and want one?

Create an account on SPIE.org

Keywords/Phrases

Search In:

Publication Years