SIAscopy for rapid noninvasive in-vivo quantification and assessment of skin histology in dermatology and cosmetics
Submitting Institution
University of BirminghamUnit of Assessment
Computer Science and InformaticsSummary Impact Type
TechnologicalResearch Subject Area(s)
Physical Sciences: Other Physical Sciences
Information and Computing Sciences: Artificial Intelligence and Image Processing
Medical and Health Sciences: Neurosciences
Summary of the impact
SIAscopy is an image analysis method using the physics of image
formation. It non-invasively provides near-instant quantitative maps of
the key histological components of the skin. The scientific underpinnings
were developed by Prof. Claridge's group, patented, and commercialised via
a spin-off company Astron Clinica. SIAscopy was incorporated into
medical imaging products which improved accuracy of general practitioners
in diagnosis of melanoma, a skin cancer, whilst delivering higher
cost-effectiveness than best clinical practice. Developed primarily for
cancer diagnosis, SIAscopy also found uses in the cosmetics industry. In
2011 the current IPR owner, MedX, estimated the US market opportunity for
the technology to be around $1 Billion.
Underpinning research
Contextual information. All the research underpinning SIAscopy
was carried out within the University of Birmingham through projects led
by Professor Ela Claridge (Professor of Medical Image Analysis) in
collaboration with clinicians (Birmingham, Cambridge) and a spinout
company, Astron Clinica. This research led to the development of
two imaging systems.
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Contact SIAscopy, where a hand-held probe is placed against the
skin and calibrated images of high resolution are acquired. Subsequent
computer analysis yields histological maps showing quantitative
topographic maps of epidermal melanin, dermal melanin, haemoglobins and
papillary dermis thickness. This method is used for diagnosis of
individual skin lesions and shows high sensitivity and specificity.
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Non-contact SIAscopy, where images of an arbitrary field of
view can be taken using a conventional digital camera. This method does
not require either calibration or tissue contact. Computer analysis
yields parametric maps of epidermal melanin, dermal melanin and
haemoglobins. These are used for pre-screening of whole body areas
("mole mapping"). The method is tuned for high sensitivity; any
suspicious moles can then be analysed in detail by contact SIAscopy.
Contact SIAscopy was developed as a part of a doctoral research
programme (Cotton, 1994-1998) supervised by Prof. Claridge in clinical
collaboration with a Specialist Registrar (Hall, Birmingham Children's
Hospital). Subsequent research was funded by EPSRC (1999-2003); Mr Hall
(then a Consultant Plastic Surgeon at the Addenbrookes Hospital,
Cambridge) provided clinical consultation; Dr Moncrieff was a clinical RF
on the project; Cambridge Design Partnership (who later employed
Dr Cotton) were industrial partners. This research pioneered a novel and
unique approach to the interpretation of skin images. The key insight was
that using a physics-based model of image formation a cross-reference
between pixel colours and quantitative histological parameters can be
established [1]. Parametric maps derived from the image data through the
model inversion were found to show distinctive patterns for melanoma,
yielding sensitivity and specificity of cancer detection better than
established dermatoscopy imaging methods [2].
Non-contact SIAscopy was developed solely within the School of
Computer Science, funded by a Leverhulme grant (2002-2004, RF O'Dwyer) and
a School fellowship (2002-2004; RF Preece). The main contribution was a
theoretical framework for representing the imaging process as a two-stage
mapping: between parameter vectors representing a tissue and its spectra;
and the spectra and image values. This research defined generic
mathematical criteria for determining the uniqueness of an inverse mapping
(the necessary condition); and the mapping which minimises the tissue
parameter recovery error (optimisation). The key insight that led to non-contact
SIAscopy was that only the second stage was dependent on tissue
geometry. By using image quotients instead of image values the factors
related to tissue geometry were eliminated whilst preserving factors
related to spectral reflectance of tissue, and hence its composition.
Image interpretation was posed as a solution to the inverse problem: of
mapping between image quotients and tissue parameter vectors,
demonstrating for the first time that it is possible to carry out
quantitative analysis of tissue composition from uncalibrated
images. Histological parametric maps could therefore be computed from
images acquired from any distance and orientation.
References to the research
All the papers were published in high quality and high impact refereed
journals (IF>4.3) and top conference proceedings. [1] won a prestigious
IPMI poster prize. Editorial comment on [3] stated: "Two papers
(K.A.Vermeer et al. on polarimetric and E. Claridge et al. on
dermatoscopic images) were selected in this special issue indicating the
potential impact of new imaging modalities." EPSRC IGR gave project
[7] the top ranking ("Outstanding" / "Internationally leading") in all
the assessment categories.
Publications
1. Cotton, SD, Claridge, E. Hall, P (1997) Noninvasive skin imaging. Information
Processing in Medical Imaging (IPMI), (Duncan J, Gindi G Eds), LNCS
1230, 501-507. DOI: 10.1007/3-540-63046-5_50
2. Moncrieff M, Cotton S, Claridge E, Hall P (2002) Spectrophotometric
intracutaneous analysis — a new technique for imaging pigmented skin
lesions. British Journal of Dermatology 146(3), 448-457. DOI:
10.1046/j.1365-2133.2002.04569.x
3. Claridge E, Cotton S, Hall P, Moncrieff M (2003) From colour to tissue
histology: Physics based interpretation of images of pigmented skin
lesions. Medical Image Analysis 7(4), 489-502. DOI:
10.1016/S1361-8415(03)00033-1
4. Claridge E, Preece SJ (2003) An inverse method for the recovery of
tissue parameters from colour images. Information Processing in
Medical Imaging (IPMI), Taylor C and Noble JA (Eds.) LNCS 2732,
306-317. Springer. DOI: 10.1007/978-3-540-45087-0_26
5. Preece SJ, Claridge E (2004) Spectral filter optimisation for the
recovery of parameters which describe human skin. IEEE Pattern Analysis
and Machine Intelligence, 26(7), 913- 922. DOI: 10.1.1.130.9362
6. Preece S, Styles I, Cotton S, Claridge E, Calcagni A (2005) Model-based
parameter recovery from uncalibrated optical images. Medical Image
Computing and Computer Assisted Intervention (MICCAI 2005) Palm Springs,
California, October 2005. LNCS vol. 3750, 509-516. DOI: 10.1007/11566489
Grants
7. Image analysis based on an optical model of the skin for detection of
early signs of melanoma. EPSRC (GR/M53035), August 1999 — March 2003,
£210,000, PI: E. Claridge.
8. Image interpretation via material specific spectral characterisation
models. Leverhulme Trust (ID20000477) (April 2002 - March 2004), £52,000,
PI: E. Claridge.
Details of the impact
Introduction
According to Cancer Research UK over 12,000 people were newly diagnosed
with malignant melanoma and more than 2,000 died from the disease in 2010.
A critical factor in improving survival rates is early detection. General
practitioners, who are the first point of referral, typically miss a third
of malignancies whilst unnecessarily referring over 90% of benign lesions
to dermatology specialists. SIAscopy is a technology that has
improved GPs' diagnostic performance, potentially benefiting over 20,000
people that have been screened for melanoma by 2011.
Development
Contact SIAscopy was developed in Claridge's group [1] and
subsequently patented (GB97/03177 1997-1998). Broad publicity from the
BBC, the national press and professional magazines attracted commercial
interests from Cambridge Design Partnership (CDP) [17-1] who acquired IP
rights and employed Dr Cotton (1998). A successful EPSRC-funded pilot
study in partnership with CDP [2,3,7] led to the formation in 2000 of the
spin-off company Astron Clinica, set up to manufacture and market SIAscopy-related
products. The first clinical device (CE-marked) was released in 2000 and
FDA-approved in 2002.
Non-contact SIAscopy was developed within a Leverhulme Trust grant
[4,5,6,8] and patented (GB03/003367 2003-2004). Full IPR were acquired by
Astron Clinica (2005) who developed a range of products: Dermetrics,
MoleManager, MoleMapping (clinical); BeauVisage
(consumer cosmetics) and Cosmetrics (industrial research, in
partnership with P&G).
Commercial exploitation
Through a number of asset and IPR acquisitions SIAscopy products
were first controlled by Astron Clinica, then Biocompatibles and are now
marketed by MedX (key product: MoleMate-SIMSYS). SIAscopy
devices are sold worldwide to public health outlets, private dermatology
clinics, research organisations and cosmetics salons and clinics.
Commercial impact: skin cancer
Astron Clinica (until 2009) provided employment in R&D, design,
manufacturing, trial management, marketing, management and administration
for between 7 and 24 people per annum in Cambridge and Australia [17-2].
Biocompatibles (2009-2011) estimated that "MoleMate is in use in
more than 200 primary care clinics world-wide including more than 100 in
Australia and over 30 in New Zealand [...], with more than 20,000 patients
having been examined. MoleMate is 510k cleared in the U.S."
[17-3].
According to MedX (2011-present) "The U.S. market alone is estimated to
be a $1 Billion dollar opportunity, and MoleMate and SIMSYS
are the only FDA approved and patent protected SIAscopy products
in this important health segment." [17-4].
Since 2011 MoleMate has been used by ScreenCancer Inc. to provide
cancer screening services to self-insured employers and insurance plans in
Australia, Europe and the U.S. The initial agreement is valued at over
$190,000CDN for 2011 alone [17-5]. In February 2012 Health Canada approved
MoleMate for use by Canadian physicians [17-6]. Many private
dermatology clinics both within and outside UK and EU (Australia, Canada,
China, Malaysia, New Zealand, Russia, South Africa, UAE, USA) use SIAscope
as a part of their services.
P&G, LenioMed Ltd and ScreenCancer are funding the expansion of the
underlying technology into new consumer and wound care markets [17-7].
Clinical impact: skin cancer
GPs trained to use SIAscopy improved their recognition of
suspicious lesions and reduced assessment time [9]. They demonstrated
higher diagnostic accuracy for melanoma and made fewer unnecessary
referrals to specialist clinics in comparison with GPs using conventional
techniques [10-13].
Nurse-led triaging using SIAscope was shown to reduce the number
of benign lesions seen unnecessarily by a consultant whilst detecting most
melanomas, thus saving costs [14].
A large NHS Trial (2008-2010) [10] showed that diagnosis using MoleMate
had strong agreement with expert assessment. In primary care setting it
performed better than GPs' current practice and similarly to GPs' best
practice [9]. Appropriateness of referrals was reported as lower (by 7.7%)
[15] but cost-effectiveness was significantly higher (ICER= £1896) than
best practice alone [16]. "Clinicians were confident that the MoleMate
system enhanced their practice, and patients ranked satisfaction with
consultations higher with the MoleMate system than with best
practice alone" [15]. Clinicians using the technology gave consistently
positive testimonials [18-1,18-2].
Cosmetics impact
Although developed primarily for the health-care market, SIAscopy-based
product Cosmetrics has been used in the cosmetics industry
research to increase the formulation efficacy of products such as UV
protectants (P&G [18-3]). IRSI found Cosmetrics to "radically
shrink the work and costs involved in proving the effects of [skin]
products"[18-4].
P&G jointly with Astron Clinica developed an in-store
scanning system for consultation in the retail environment [18-5,18-6]. It
was used by Olay as an in-store beauty care system (e.g. Boots)
[18-7]: "The Beau Visage machine provides skin analysis using a
medically proven skin imaging and consultation system. Beau Visage
utilises SIA, the only technology which [...] images the blood supply
(capillaries), melanin (pigmentation), and sun damage to your face."
[18-8].
Sources to corroborate the impact
External independent references providing evidence for clinical impact
of SIAscopy
- Wood A, et al. (2008) Evaluation of the MoleMate training program for
assessment of suspicious pigmented lesions in primary care. Informatics
in Primary Care, 16(1), 41-50.
- Walter FM et al. (2010) Protocol for the MoleMate UK Trial: a
randomised controlled trial of the MoleMate system in the management of
pigmented skin lesions in primary care. BMC Fam Pract. 2010 May
11;11:36.
- Emery JD et al. (2010) Accuracy of SIAscopy for pigmented skin lesions
encountered in primary care: development and validation of a new
diagnostic algorithm. BMC Dermatology 10:9.[doi:10.1186/1471-5945-10-9]
- Hunter JE: . (2008) Triaging suspicious pigmented skin lesions in
primary care using the SIAscope. MD Thesis, University of Cambridge;
2008.
- Hunter J, Moncrieff M, Hall P, Walter F, Emery J, Cotton S and Burrows
N (2006). The Diagnostic characteristics of SIAscopy versus dermoscopy
for pigmented skin lesions presenting in primary care (Poster).
British Association of Dermatologists, UK, July.
[http://simsys-molemate.com/articles-clinical-papers/the-diagnostic-characteristics-of-siascopy-versus-dermoscopy-for-pigmented-skin-lesions-presenting-in-primary-care/]
- K. Govindan et al (2006) Assessment of nurse-led screening of
pigmented lesions using SIAscope. Journal of Plastic, Reconstructive
& Aesthetic Surgery 60(6), 639-645 [doi: 10.1016/j.bjps.2006.10.003]
- Walter FM et al. (2012) Effect of adding a diagnostic aid to best
practice to manage suspicious pigmented lesions in primary care:
randomised controlled trial. BMJ 2012;345:e4110.[ doi:
10.1136/bmj.e4110]
- Wilson EC et al. (2013) The Cost-Effectiveness of a Novel SIAscopic
Diagnostic Aid for the Management of Pigmented Skin Lesions in Primary
Care: A Decision-Analytic Model. Value in Health, 16(2), 356-366. doi:
10.1016/j.jval.2012.12.008
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http://www.cs.bham.ac.uk/~exc/Research/SIAinbusines.php.
Examples of testimonials from business
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http://www.cs.bham.ac.uk/~exc/Research/SIAtestimonials.php.
Examples of testimonials from clinicians and beauty practitioners.