20.13.3 Medical Applications -- Skin Cancer, Melanoma, Skin Lesions

Chapter Contents (Back)
Skin Cancer. Cancer Detection.

Xu, L., Jackowski, M., Goshtasby, A., Roseman, D., Bines, S., Yu, C., Dhawan, A., Huntley, A.,
Segmentation skin cancer images,
IVC(17), No. 1, January 1999, pp. 65-74.
WWW Version. Code, Segmentation. Software describe here is available from:
HTML Version. BibRef 9901

Golston, J.E., Moss, R.H., Stoecker, W.V.,
Boundary detection in skin tumor images: An overall approach and a radial search algorithm,
PR(23), No. 11, 1990, pp. 1235-1247.
WWW Version. 0401
BibRef

Zhang, Z., Stoecker, W.V., Moss, R.H.,
Border detection on digitized skin tumor images,
MedImg(19), No. 11, November 2000, pp. 1128-1143.
IEEE Top Reference. 0110
BibRef

Qi, J.Y.[Jin-Yi], Huesman, R.H.,
Theoretical study of lesion detectability of MAP reconstruction using computer observers,
MedImg(20), No. 8, August 2001, pp. 815-822.
IEEE Top Reference. 0110
See also theoretical study of the contrast recovery and variance of MAP reconstructions from PET data, A. BibRef

Thirion, J.P., Calmon, G.,
Deformation analysis to detect and quantify active lesions in three-dimensional medical image sequences,
MedImg(18), No. 5, May 1999, pp. 429-441.
IEEE Top Reference. 0110
BibRef

Ganster, H., Pinz, P., Rohrer, R., Wildling, E., Binder, M., Kittler, H.,
Automated melanoma recognition,
MedImg(20), No. 3, March 2001, pp. 233-239.
IEEE Top Reference. 0110
BibRef

Grana, C., Pellacani, G., Cucchiara, R., Seidenari, S.,
A new algorithm for border description of polarized light surface microscopic images of pigmented skin lesions,
MedImg(22), No. 8, August 2003, pp. 959-964.
IEEE Abstract. 0308
See also Comments on A New Algorithm for Border Description of Polarized Light Surface Microscopic Images of Pigmented Skin Lesions. BibRef

Cheng, H.D., Cui, M.[Muyi],
Mass lesion detection with a fuzzy neural network,
PR(37), No. 6, June 2004, pp. 1189-1200.
WWW Version. 0405
BibRef

Zhang, Y., Goldgof, D.B., Sarkar, S., Tsap, L.V.,
A Modeling Approach for Burn Scar Assessment Using Natural Features and Elastic Property,
MedImg(23), No. 10, October 2004, pp. 1325-1329.
IEEE Abstract. 0410
BibRef

Burroni, M., Alparone, L., Argenti, F.,
Comments on 'A New Algorithm for Border Description of Polarized Light Surface Microscopic Images of Pigmented Skin Lesions',
MedImg(25), No. 12, December 2006, pp. 1655-1656.
IEEE DOI Link 0701
See also new algorithm for border description of polarized light surface microscopic images of pigmented skin lesions, A. BibRef

Xu, S.C.[Shu-Chang], Ye, X.Z.[Xiu-Zi], Wu, Y.[Yin], Giron, F.[Franck], Leveque, J.L.[Jean-Luc], Querleux, B.[Bernard],
Automatic skin decomposition based on single image,
CVIU(110), No. 1, April 2008, pp. 1-6.
WWW Version. 0804
Skin decomposition; Melanin; Hemoglobin; Image process BibRef

Gomez, D.D.[David Delgado], Carstensen, J.M.[Jens Michael], Ersbřll, B.K.[Bjarne K.],
Collecting highly reproducible images to support dermatological medical diagnosis,
IVC(24), No. 2, 1 February 2006, pp. 186-191.
WWW Version. 0604
Image acquisition; Camera calibration; Diffuse illumination; Principal component analysis; Independent component analysis; Psoriasis BibRef

Gomez, D.D.[David Delgado], Butakoff, C.[Constantine], Ersboll, B.[Bjarne], Carstensen, J.M.[Jens Michael],
Automatic change detection and quantification of dermatological diseases with an application to psoriasis images,
PRL(28), No. 9, 1 July 2007, pp. 1012-1018.
WWW Version. 0704
Change detection; Skin lesion; Psoriasis; Image analysis BibRef

Gomez, D.D.[David Delgado], Carstensen, J.M.[Jens Michael], Ersboll, B.[Bjarne], Skov, L.[Lone], Bang, B.[Bo],
Building an Image-Based System to Automatically Score Psoriasis,
SCIA03(557-564).
WWW Version. 0310
BibRef

Maletti, G.[Gabriela], Ersbřll, B.[Bjarne],
Illumination Correction from Psoriasis Image Data,
SCIA03(549-556).
WWW Version. 0310
BibRef

Taur, J.S.[Jinshiuh S.], Lee, G.H.[Gwo-Her], Tao, C.W., Chen, C.C.[Chien-Chou], Yang, C.W.[Ching-Wen],
Segmentation of Psoriasis Vulgaris Images Using Multiresolution-Based Orthogonal Subspace Techniques,
SMC-B(36), No. 2, April 2006, pp. 390-402.
IEEE DOI Link 0604
BibRef

Treuillet, S.[Sylvie], Albouy, B.[Benjamin], Lucas, Y.[Yves],
Three-Dimensional Assessment of Skin Wounds Using a Standard Digital Camera,
MedImg(28), No. 5, May 2009, pp. 752-762.
IEEE DOI Link 0905
BibRef

Wannous, H.[Hazem], Lucas, Y.[Yves], Treuillet, S.[Sylvie], Albouy, B.[Benjamin],
A complete 3D wound assessment tool for accurate tissue classification and measurement,
ICIP08(2928-2931).
IEEE DOI Link 0810
BibRef
And:
Fusion of Multi-view Tissue Classification Based on Wound 3D Model,
ACIVS08(xx-yy).
Springer DOI Link 0810
BibRef

Tang, J.[Jinshan],
A multi-direction GVF snake for the segmentation of skin cancer images,
PR(42), No. 6, June 2009, pp. 1172-1179.
Elsevier DOI Link
WWW Version. 0902
Skin tumor; Boundary extraction; Gradient vector flow; Active contour; Multidirection BibRef

Yuan, X.J.[Xiao-Jing], Situ, N.[Ning], Zouridakis, G.[George],
A narrow band graph partitioning method for skin lesion segmentation,
PR(42), No. 6, June 2009, pp. 1017-1028.
Elsevier DOI Link
WWW Version. 0902
Automatic skin lesion segmentation; Melanoma detection; Border detection; Active contour; Snake; Narrow band energy BibRef

Serrano, C.[Carmen], Acha, B.[Begona],
Pattern analysis of dermoscopic images based on Markov random fields,
PR(42), No. 6, June 2009, pp. 1052-1057.
Elsevier DOI Link
WWW Version. 0902
Dermoscopic images; Pattern classification; Markov random field BibRef

Mendoza, C.S.[Carlos S.], Serrano, C.[Carmen], Acha, B.[Begońa],
Pattern Analysis of Dermoscopic Images Based on FSCM Color Markov Random Fields,
ACIVS09(676-685).
Springer DOI Link 0909
BibRef

Kallel, I.F.[Imen Fourati], Bouhlel, M.S.[Mohamed Salim], Lapayre, J.C.[Jean-Christophe], Garcia, E.[Eric],
Control of dermatology image integrity using reversible watermarking,
IJIST(19), No. 1, March 2009, pp. 5-9.
WWW Version. 0902
BibRef

Veredas, F., Mesa, H., Morente, L.,
Binary Tissue Classification on Wound Images With Neural Networks and Bayesian Classifiers,
MedImg(29), No. 2, February 2010, pp. 410-427.
IEEE DOI Link 1002
BibRef

Peserico, E.[Enoch], Silletti, A.[Alberto],
Is (N)PRI suitable for evaluating automated segmentation of cutaneous lesions?,
PRL(31), No. 16, December 2010, pp. 2464-2467.
Elsevier DOI Link
WWW Version. 1011
Segmentation; Evaluation; NPRI; Melanoma BibRef

La Torre, E.[Elisabetta], Caputo, B.[Barbara], Tommasi, T.[Tatiana],
Learning methods for melanoma recognition,
IJIST(20), No. 4, December 2010, pp. 316-322.
WWW Version. 1011
BibRef
Earlier: A3, A1, A2:
Melanoma Recognition Using Representative and Discriminative Kernel Classifiers,
CVAMIA06(1-12).
Springer DOI Link 0605
See also Discriminative cue integration for medical image annotation. BibRef

Wannous, H., Lucas, Y., Treuillet, S.,
Enhanced Assessment of the Wound-Healing Process by Accurate Multiview Tissue Classification,
MedImg(30), No. 2, February 2011, pp. 315-326.
IEEE DOI Link 1102
BibRef

Capdehourat, G.[Germán], Corez, A.[Andrés], Bazzano, A.[Anabella], Alonso, R.[Rodrigo], Musé, P.[Pablo],
Toward a combined tool to assist dermatologists in melanoma detection from dermoscopic images of pigmented skin lesions,
PRL(32), No. 16, 1 December 2011, pp. 2187-2196.
Elsevier DOI Link
WWW Version. 1112
Melanoma; Dermoscopy; Pigmented skin lesion classification; Adaptive boosting; Support vector machines; Decision trees BibRef

Khan, R.[Rehanullah], Hanbury, A.[Allan], Stöttinger, J.[Julian], Bais, A.[Abdul],
Color based skin classification,
PRL(33), No. 2, 15 January 2012, pp. 157-163.
Elsevier DOI Link
WWW Version. 1112
Skin detection; Skin classification; Color spaces and skin detection; Color constancy BibRef


Ramli, R., Malik, A.S., Hani, A.F.M., Yap, F.B.,
Segmentation of Acne Vulgaris Lesions,
DICTA11(335-339).
IEEE DOI Link 1205
BibRef

Cavalcanti, P.G., Yari, Y., Scharcanski, J.,
Pigmented skin lesion segmentation on macroscopic images,
IVCNZ10(1-7).
IEEE DOI Link 1203
BibRef

Sirakov, N.M.[Nikolay Metodiev], Mete, M.[Mutlu], Chakrader, N.S.[Nara Surendra],
Automatic boundary detection and symmetry calculation in dermoscopy images of skin lesions,
ICIP11(1605-1608).
IEEE DOI Link 1201
BibRef

Prigent, S.[Sylvain], Zugaj, D.[Didier], Descombes, X.[Xavier], Martel, P.[Philippe], Zerubia, J.B.[Josiane B.],
Estimation of an optimal spectral band combination to evaluate skin disease treatment efficacy using multi-spectral images,
ICIP11(2801-2804).
IEEE DOI Link 1201
BibRef

Khak Abi, S.[Sina], Lee, T.K.[Tim K.], Atkins, M.S.[M. Stella],
Tree Structured Model of Skin Lesion Growth Pattern via Color Based Cluster Analysis,
MLMI11(291-299).
Springer DOI Link 1109
BibRef

Babu, M.N.[M. Naresh], Madasu, V.K.[Vamsi K.], Hanmandlu, M., Vasikarla, S.,
Histo-pathological image analysis using OS-FCM and level sets,
AIPR10(1-8).
IEEE DOI Link 1010
Orientation Sensitive Fuzzy C-means algorithm (OS-FCM) Skin cancer, melanoma, analysis BibRef

Garnavi, R.[Rahil], Aldeen, M.[Mohammad], Bailey, J.[James],
Classification of Melanoma Lesions Using Wavelet-Based Texture Analysis,
DICTA10(75-81).
IEEE DOI Link 1012
BibRef

Ali, M.[Mcheik], Hadj, B.[Batatia],
Segmentation of oct skin images by classification of speckle statistical parameters,
ICIP10(613-616).
IEEE DOI Link 1009
OCT: Optical Coherence Tompgraphy. BibRef

Prigent, S.[Sylvain], Descombes, X.[Xavier], Zugaj, D.[Didier], Martel, P.[Philippe], Zerubia, J.B.[Josiane B.],
Multi-spectral image analysis for skin pigmentation classification,
ICIP10(3641-3644).
IEEE DOI Link 1009
BibRef

Lu, J.[Juan], Manton, J.H.[Jonathan H.], Kazmierczak, E.[Ed], Sinclair, R.[Rodney],
Erythema detection in digital skin images,
ICIP10(2545-2548).
IEEE DOI Link 1009
BibRef

Subramaniam, N.[Nitya], Saman, G.[Gule], Hancock, E.R.[Edwin R.],
Detection of skin lesions using diffuse polarisation,
ICIP10(3021-3024).
IEEE DOI Link 1009
BibRef

Zacher, A.[Andrzej],
Utilization of Multi-spectral Images in Photodynamic Diagnosis,
ICCVG10(II: 367-375).
Springer DOI Link 1009
BibRef

Zacher, A.[Andrzej],
The Spectral Analysis of Human Skin Tissue Using Multi-spectral Images,
ICCVG10(II: 376-384).
Springer DOI Link 1009
BibRef

Placidi, G.[Giuseppe], Cifone, M.G.[Maria Grazia], Cinque, B.[Benedetta], Franchi, D.[Danilo], Giuliani, M.[Maurizio], Torre, C.L.[Cristina La], Macchiarelli, G.[Guido], Maglione, M.[Marta], Maurizi, A.[Alfredo], Miconi, G.[Gianfranca], Sotgiu, A.[Antonello],
Numerical Methods for the Semi-automatic Analysis of Multimodal Wound Healing Images,
CompIMAGE10(151-162).
Springer DOI Link 1006
BibRef

Garnavi, R.[Rahil], Aldeen, M.[Mohammad], Finch, S.[Sue], Varigos, G.[George],
Global versus Hybrid Thresholding for Border Detection in Dermoscopy Images,
ICISP10(531-540).
Springer DOI Link 1006
BibRef

Jha, A.K.[Abhinav K.], Kupinski, M.A.[Matthew A.], Rodriguez, J.J.[Jeffrey J.], Stephen, R.M.[Renu M.], Stopeck, A.T.[Alison T.],
ADC estimation of lesions in diffusion-weighted MR images: A Maximum-Likelihood Approach,
Southwest10(209-212).
IEEE DOI Link 1005
BibRef

Fadzil, M.H.A.[M.H. Ahmad], Fitriyah, H.[Hurriyatul], Prakasa, E.[Esa], Nugroho, H.[Hermawan], Hussein, S.H., Affandi, A.M.[Azura Mohammed],
Thickness Characterization of 3D Skin Surface Images Using Reference Line Construction Approach,
IVIC09(448-454).
Springer DOI Link 0911
3d surface analysis for skin lesions. BibRef

Hani, A.F.M.[Ahmad Fadzil M.], Eltegani, N.M.[Nejood M.], Hussein, S.H.[Suraiya H.], Jamil, A.[Adawiyah], Gill, P.[Priya],
Assessment of Ulcer Wounds Size Using 3D Skin Surface Imaging,
IVIC09(243-253).
Springer DOI Link 0911
BibRef

Nayak, R.[Rohit], Kumarand, P.[Pramod], Galigekere, R.R.[Ramesh R.],
Towards a comprehensive assessment of wound-composition using color-image processing,
ICIP09(4185-4188).
IEEE DOI Link 0911
BibRef

Mendoza, C.S.[Carlos S.], Serrano, C.[Carmen], Acha, B.[Begona],
Scale invariant descriptors in pattern analysis of melanocytic lesions,
ICIP09(4193-4196).
IEEE DOI Link 0911
BibRef

Clawson, K.M., Morrow, P.J., Scotney, B.W., McKenna, D.J., Dolan, O.M.,
Analysis of Pigmented Skin Lesion Border Irregularity Using the Harmonic Wavelet Transform,
IMVIP09(18-23).
IEEE DOI Link 0909
BibRef

Celebi, M.E.[M. Emre], Hwang, S.[Sae], Iyatomi, H.[Hitoshi], Schaefer, G.[Gerald],
Robust border detection in dermoscopy images using threshold fusion,
ICIP10(2541-2544).
IEEE DOI Link 1009
BibRef

Iyatomi, H.[Hitoshi], Celebi, M.E.[M. Emre], Schaefer, G.[Gerald], Tanaka, M.[Masaru],
Automated color normalization for dermoscopy images,
ICIP10(4357-4360).
IEEE DOI Link 1009
BibRef

Celebi, M.E.[M. Emre], Iyatomi, H.[Hitoshi], Schaefer, G.[Gerald],
Contrast enhancement in dermoscopy images by maximizing a histogram bimodality measure,
ICIP09(2601-2604).
IEEE DOI Link 0911
BibRef

Schaefer, G.[Gerald], Rajab, M.I.[Maher I.], Celebi, M.E.[M. Emre], Iyatomi, H.[Hitoshi],
Skin lesion extraction in dermoscopic images based on colour enhancement and iterative segmentation,
ICIP09(3361-3364).
IEEE DOI Link 0911
BibRef

Celebi, M.E.[M. Emre], Iyatomi, H.[Hitoshi], Schaefer, G.[Gerald], Stoecker, W.V.[William V.],
Localization of Lesions in Dermoscopy Images Using Ensembles of Thresholding Methods,
PSIVT09(1094-1103).
Springer DOI Link 0901
BibRef

Madasu, V.K.[Vamsi K.], Lovell, B.C.[Brian C.],
Blotch Detection in Pigmented Skin Lesions Using Fuzzy Co-clustering and Texture Segmentation,
DICTA09(25-31).
IEEE DOI Link 0912
BibRef

Capdehourat, G.[Germán], Corez, A.[Andrés], Bazzano, A.[Anabella], Musé, P.[Pablo],
Pigmented Skin Lesions Classification Using Dermatoscopic Images,
CIARP09(537-544).
Springer DOI Link 0911
BibRef

Ma, L.[Li], Guo, A.[Anzhe], Zou, S.F.[Shao-Fang], Xu, W.D.[Wei-Dong],
Irregularity and Asymmetry Analysis of Skin Lesions Based on Multi-Scale Local Fractal Distributions,
CISP09(1-5).
IEEE DOI Link 0910
BibRef

Madan, S.K.[Siddharth K.], Dana, K.J.[Kristin J.], Cula, O.G.[Oana G.],
Quasiconvex alignment of multimodal skin images for quantitative dermatology,
MMBIA09(117-124).
IEEE DOI Link 0906
BibRef

Mirzaalian, H.[Hengameh], Lee, T.K.[Tim K.], Hamarneh, G.[Ghassan],
Learning features for streak detection in dermoscopic color images using localized radial flux of principal intensity curvature,
MMBIA12(97-101).
IEEE DOI Link 1203
BibRef
Earlier: A1, A3, A2:
A graph-based approach to skin mole matching incorporating template-normalized coordinates,
CVPR09(2152-2159).
IEEE DOI Link 0906
BibRef

Chaudhry, M.A.[M. Ali], Ashraf, R.[Robina], Jafri, M.N., Akbar, M.,
Computer aided diagnosis of skin carcinomas based on textural characteristics,
ICMV07(125-128).
IEEE DOI Link 0712
BibRef

Cho, T.S.[Taeg Sang], Freeman, W.T.[William T], Tsao, H.[Hensin],
A reliable skin mole localization scheme,
MMBIA07(1-8).
IEEE DOI Link 0710
BibRef

Situ, N.[Ning], Yuan, X.J.[Xiao-Jing], Zouridakis, G.[George], Mullani, N.[Nizar],
Automatic Segmentation of Skin Lesion Images using Evolutionary Strategy,
ICIP07(VI: 277-280).
IEEE DOI Link 0709
BibRef

Clawson, K.M., Morrow, P.J., Scotney, B.W., McKenna, D.J., Dolan, O.M.,
Determination of Optimal Axes for Skin Lesion Asymmetry Quantification,
ICIP07(II: 453-456).
IEEE DOI Link 0709
BibRef
And:
Computerised Skin Lesion Surface Analysis for Pigment Asymmetry Quantification,
IMVIP07(75-82).
IEEE DOI Link 0709
BibRef

Xu, C.Z.[Cheng-Zhe], Kim, I.[Intaek], Kim, M.S.[Moon S.],
Poultry Skin Tumor Detection in Hyperspectral Reflectance Images by Combining Classifiers,
ICIAR07(1289-1296).
Springer DOI Link 0708
BibRef

Odeh, S.M.[Suhail M.], Ros, E.[Eduardo], Rojas, I.[Ignacio], Palomares, J.M.[Jose M.],
Skin Lesion Diagnosis Using Fluorescence Images,
ICIAR06(II: 648-659).
Springer DOI Link 0610
BibRef

Aribisala, B.S.[Benjamin S.], Claridge, E.[Ela],
A Border Irregularity Measure Using a Modified Conditional Entropy Method as a Malignant Melanoma Predictor,
ICIAR05(914-921).
Springer DOI Link 0509
BibRef

Kontinen, J.[Jukka], Röning, J.[Juha], MacKie, R.M.[Rona M.],
Texture features in the classification of melanocytic lesions,
CIAP97(II: 453-460).
WWW Version. 9709
BibRef

Schmid, P.[Philippe],
Lesion Detection in Dermatoscopic Images Using Anisotropic Diffusion and Morphological Flooding,
ICIP99(III:449-453).
IEEE Abstract. BibRef 9900

Yamada, T., Saito, H., Ozawa, S.,
3d Reconstruction of Skin Surface from Image Sequence,
MVA98(xx-yy). See also 3D Reconstruction of Book Surface Taken from Image Sequence with Handy Camera. BibRef 9800

Roehrer, R.[Reinhard], Ganster, H.[Harald], Pinz, A.[Axel],
Feature Selection in Melanoma Recognition,
ICPR98(Vol II: 1668-1670).
IEEE DOI Link 9808
BibRef

Riech, M.[Marcel], Roning, J.[Juha],
Registration of NEVI in Successive Skin Images for Early Detection of Melanoma,
ICPR98(Vol I: 352-357).
IEEE DOI Link 9808
BibRef

Fischer, S.[Stefan], Schmid, P.[Philippe], Guillod, J.[Joel],
Analysis of Skin Lesions with Pigmented Networks,
ICIP96(I: 323-326).
IEEE DOI Link BibRef 9600

Kutics, A.[Andrea], Date, M.[Munehiro],
A new parallel method based on a genetic approach for determination and classification of skin spots,
CIAP95(121-126).
Springer DOI Link 9509
BibRef

Ross, T., Handels, H., Kreusch, J., Busche, H., Wolf, H.H., Pöppl, S.J.,
Automatic classification of skin tumours with high resolution surface profiles,
CAIP95(368-375).
Springer DOI Link 9509
BibRef

Chapter on Medical Applications, CAT, MRI, Ultrasound, Heart Models, Brain Models continues in
Medical Applications -- Endoscopy, Colonscopy .


Last update:May 16, 2012 at 20:31:07