Literature DB >> 25657878

Optimization of multimodal spectral imaging for assessment of resection margins during Mohs micrographic surgery for basal cell carcinoma.

Sho Takamori1, Kenny Kong1, Sandeep Varma2, Iain Leach3, Hywel C Williams4, Ioan Notingher1.   

Abstract

Multimodal spectral imaging (MSI) based on auto-fluorescence imaging and Raman micro-spectroscopy was used to detect basal cell carcinoma (BCC) in tissue specimens excised during Mohs micrographic surgery. In this study, the MSI algorithm was optimized to maximize the diagnosis accuracy while minimizing the number of Raman spectra: the segmentation of the auto-fluorescence images was optimized according to the type of BCC, sampling points for Raman spectroscopy were generated based on auto-fluorescence intensity variance and segment area, additional Raman spectra were acquired when performance of the segmentation algorithm was sub-optimal. The results indicate that accurate diagnosis can be achieved with a sampling density of ~2,000 Raman spectra/cm(2), based on sampling points generated by the MSI algorithms. The key benefit of MSI is that diagnosis of BCC is obtained based on intrinsic chemical contrast of the tissue, within time scales similar to frozen-section histopathology, but without requiring laborious sample preparation and subjective interpretation of stained frozen-sections.

Entities:  

Keywords:  (170.0170) Medical optics and biotechnology; (170.1870) Dermatology; (170.4580) Optical diagnostics for medicine; (170.5660) Raman spectroscopy

Year:  2014        PMID: 25657878      PMCID: PMC4317116          DOI: 10.1364/BOE.6.000098

Source DB:  PubMed          Journal:  Biomed Opt Express        ISSN: 2156-7085            Impact factor:   3.732


  10 in total

1.  Rapid acquisition of Raman spectral maps through minimal sampling: applications in tissue imaging.

Authors:  Christopher J Rowlands; Sandeep Varma; William Perkins; Iain Leach; Hywel Williams; Ioan Notingher
Journal:  J Biophotonics       Date:  2011-12-19       Impact factor: 3.207

2.  Combined morphological-spectral unsupervised image segmentation.

Authors:  Robert J O'Callaghan; David R Bull
Journal:  IEEE Trans Image Process       Date:  2005-01       Impact factor: 10.856

3.  Development of Raman microspectroscopy for automated detection and imaging of basal cell carcinoma.

Authors:  Marta Larraona-Puy; Adrian Ghita; Alina Zoladek; William Perkins; Sandeep Varma; Iain H Leach; Alexey A Koloydenko; Hywel Williams; Ioan Notingher
Journal:  J Biomed Opt       Date:  2009 Sep-Oct       Impact factor: 3.170

4.  Surgical excision versus Mohs' micrographic surgery for basal cell carcinoma of the face: A randomised clinical trial with 10 year follow-up.

Authors:  Eva van Loo; Klara Mosterd; Gertruud A M Krekels; Marieke H Roozeboom; Judith U Ostertag; Carmen D Dirksen; Peter M Steijlen; H A Martino Neumann; Patty J Nelemans; Nicole W J Kelleners-Smeets
Journal:  Eur J Cancer       Date:  2014-09-25       Impact factor: 9.162

Review 5.  Facial basal cell carcinoma.

Authors:  Julia M Baxter; Anand N Patel; Sandeep Varma
Journal:  BMJ       Date:  2012-08-21

6.  Discriminating basal cell carcinoma from its surrounding tissue by Raman spectroscopy.

Authors:  Annieke Nijssen; Tom C Bakker Schut; Freerk Heule; Peter J Caspers; Donal P Hayes; Martino H A Neumann; Gerwin J Puppels
Journal:  J Invest Dermatol       Date:  2002-07       Impact factor: 8.551

7.  In vivo nonmelanoma skin cancer diagnosis using Raman microspectroscopy.

Authors:  Chad A Lieber; Shovan K Majumder; Darrel L Ellis; D Dean Billheimer; Anita Mahadevan-Jansen
Journal:  Lasers Surg Med       Date:  2008-09       Impact factor: 4.025

8.  Towards intra-operative diagnosis of tumours during breast conserving surgery by selective-sampling Raman micro-spectroscopy.

Authors:  Kenny Kong; Fazliyana Zaabar; Emad Rakha; Ian Ellis; Alexey Koloydenko; Ioan Notingher
Journal:  Phys Med Biol       Date:  2014-09-25       Impact factor: 3.609

9.  Diagnosis of tumors during tissue-conserving surgery with integrated autofluorescence and Raman scattering microscopy.

Authors:  Kenny Kong; Christopher J Rowlands; Sandeep Varma; William Perkins; Iain H Leach; Alexey A Koloydenko; Hywel C Williams; Ioan Notingher
Journal:  Proc Natl Acad Sci U S A       Date:  2013-09-03       Impact factor: 11.205

Review 10.  Advanced Basal Cell Carcinoma: Epidemiology and Therapeutic Innovations.

Authors:  Shalini V Mohan; Anne Lynn S Chang
Journal:  Curr Dermatol Rep       Date:  2014-02-09
  10 in total
  9 in total

1.  Implementation of fluorescence confocal mosaicking microscopy by "early adopter" Mohs surgeons and dermatologists: recent progress.

Authors:  Manu Jain; Milind Rajadhyaksha; Kishwer Nehal
Journal:  J Biomed Opt       Date:  2017-02-01       Impact factor: 3.170

Review 2.  Advances in the management of basal cell carcinoma.

Authors:  Jesse M Lewin; John A Carucci
Journal:  F1000Prime Rep       Date:  2015-05-12

3.  Automated multimodal spectral histopathology for quantitative diagnosis of residual tumour during basal cell carcinoma surgery.

Authors:  Radu Boitor; Kenny Kong; Dustin Shipp; Sandeep Varma; Alexey Koloydenko; Kusum Kulkarni; Somaia Elsheikh; Tom Bakker Schut; Peter Caspers; Gerwin Puppels; Martin van der Wolf; Elena Sokolova; T E C Nijsten; Brogan Salence; Hywel Williams; Ioan Notingher
Journal:  Biomed Opt Express       Date:  2017-11-22       Impact factor: 3.732

Review 4.  Raman Plus X: Biomedical Applications of Multimodal Raman Spectroscopy.

Authors:  Nandan K Das; Yichuan Dai; Peng Liu; Chuanzhen Hu; Lieshu Tong; Xiaoya Chen; Zachary J Smith
Journal:  Sensors (Basel)       Date:  2017-07-07       Impact factor: 3.576

5.  Rapid and accurate peripheral nerve imaging by multipoint Raman spectroscopy.

Authors:  Yasuaki Kumamoto; Yoshinori Harada; Hideo Tanaka; Tetsuro Takamatsu
Journal:  Sci Rep       Date:  2017-04-12       Impact factor: 4.379

6.  Intra-operative spectroscopic assessment of surgical margins during breast conserving surgery.

Authors:  Dustin W Shipp; Emad A Rakha; Alexey A Koloydenko; R Douglas Macmillan; Ian O Ellis; Ioan Notingher
Journal:  Breast Cancer Res       Date:  2018-07-09       Impact factor: 6.466

7.  Combined total internal reflection AF spectral-imaging and Raman spectroscopy for fast assessment of surgical margins during breast cancer surgery.

Authors:  Maria Giovanna Lizio; Zhiyu Liao; Dustin W Shipp; Radu Boitor; Raluca Mihai; James S Sharp; Matthew Russell; Hazem Khout; Emad A Rakha; Ioan Notingher
Journal:  Biomed Opt Express       Date:  2021-01-19       Impact factor: 3.732

8.  High-Throughput Molecular Imaging via Deep-Learning-Enabled Raman Spectroscopy.

Authors:  Conor C Horgan; Magnus Jensen; Anika Nagelkerke; Jean-Philippe St-Pierre; Tom Vercauteren; Molly M Stevens; Mads S Bergholt
Journal:  Anal Chem       Date:  2021-11-19       Impact factor: 8.008

9.  Tissue diagnosis using power-sharing multifocal Raman micro-spectroscopy and auto-fluorescence imaging.

Authors:  Faris Sinjab; Kenny Kong; Graham Gibson; Sandeep Varma; Hywel Williams; Miles Padgett; Ioan Notingher
Journal:  Biomed Opt Express       Date:  2016-07-11       Impact factor: 3.732

  9 in total

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