Acne analysis, grading and computational assessment methods: an overview

Introduction: This paper presents a comprehensive review of acne grading and measurement. Acne is a chronic disorder of the pilosebaceous units, with excess sebum production, follicular epidermal hyperproliferation, inflammation and Propionibacterium acnes activity. Most patients are affected with acne vulgaris, which is the prevalent type of acne. Acne vulgaris consists of comedones (whitehead and blackhead), papules, pustules, nodules and cysts.

[1]  S. E. Michaels,et al.  An acne grading method using photographic standards. , 1979, Archives of dermatology.

[2]  S. Lindeberg,et al.  Acne vulgaris: a disease of Western civilization. , 2002, Archives of dermatology.

[3]  N Kollias,et al.  Polarized light photography enhances visualization of inflammatory lesions of acne vulgaris. , 1997, Journal of the American Academy of Dermatology.

[4]  J. Waldstreicher,et al.  A multirater validation study to assess the reliability of acne lesion counting. , 1996, Journal of the American Academy of Dermatology.

[5]  K. Abdul-Razzak,et al.  Factors believed by Jordanian acne patients to affect their acne condition. , 2006, Eastern Mediterranean health journal = La revue de sante de la Mediterranee orientale = al-Majallah al-sihhiyah li-sharq al-mutawassit.

[6]  Norimichi Tsumura,et al.  Why Multispectral Imaging In Medicine , 2004 .

[7]  W. Gulliver,et al.  Prevalence and severity of facial and truncal acne in a referral cohort. , 2008, Journal of drugs in dermatology : JDD.

[8]  N Kollias,et al.  Fluorescence photography in the evaluation of acne. , 1996, Journal of the American Academy of Dermatology.

[9]  N. Molinari,et al.  Acne prevalence and beyond: acne disability and its predictive factors among Chinese late adolescents in Hong Kong , 2010, Clinical and experimental dermatology.

[10]  W. Cunliffe,et al.  The Leeds revised acne grading system , 1998 .

[11]  A. Layton,et al.  Treating acne vulgaris: systemic, local and combination therapy , 2010, Expert review of clinical pharmacology.

[12]  Lawrence Charles Parish,et al.  The assessment of acne: an evaluation of grading and lesion counting in the measurement of acne. , 2004, Clinics in dermatology.

[13]  T. Hamilton,et al.  Computer-assisted alignment and tracking of acne lesions indicate that most inflammatory lesions arise from comedones and de novo. , 2008, Journal of the American Academy of Dermatology.

[14]  Makoto Kawashima,et al.  Establishment of grading criteria for acne severity. , 2008, The Journal of dermatology.

[15]  O. Ghita,et al.  Segmentation of skin cancer images , 2009 .

[16]  Jerry Tan,et al.  Current measures for the evaluation of acne severity , 2008 .

[17]  Hartmut H. Malluche,et al.  Food and Drug Administration Center for Drug Evaluation and Research , 1996 .

[18]  A. Kokandi Evaluation of Acne Quality of Life and Clinical Severity in Acne Female Adults , 2010, Dermatology research and practice.

[19]  Masahiro Yamaguchi,et al.  Extraction of acne lesion in acne patients from multispectral images , 2008, 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[20]  N.A. Masood,et al.  Color Segmentation for Skin Lesions Classification , 2008, 2008 Cairo International Biomedical Engineering Conference.

[21]  Arthur Rook,et al.  Rook's Textbook of Dermatology , 2004 .

[22]  E Rizova,et al.  New photographic techniques for clinical evaluation of acne. , 2001, Journal of the European Academy of Dermatology and Venereology : JEADV.

[23]  Ahmed Zaheer,et al.  A comparison of current acne grading systems and proposal of a novel system , 1997, International journal of dermatology.

[24]  R. Kumari,et al.  Scoring systems in acne vulgaris. , 2009, Indian journal of dermatology, venereology and leprology.

[25]  M. Charakida,et al.  Double‐blind, randomized, placebo‐controlled study of a lotion containing triethyl citrate and ethyl linoleate in the treatment of acne vulgaris , 2007, The British journal of dermatology.

[26]  H. Sur,et al.  Predictive factors for acne flare during isotretinoin treatment. , 2008, European journal of dermatology : EJD.

[27]  Eun-So Lee,et al.  Psychosocial Aspects of Acne Vulgaris: A Community-based Study with Korean Adolescents. , 2009, Annals of dermatology.

[28]  Philippe Schmid-Saugeona,et al.  Towards a computer-aided diagnosis system for pigmented skin lesions. , 2003, Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society.

[29]  S. Goodman,et al.  Acne therapy: a methodologic review. , 2002, Journal of the American Academy of Dermatology.

[30]  S. Shah,et al.  Prevalence of acne and its impact on the quality of life in school-aged adolescents in Malaysia. , 2009, Journal of primary health care.

[31]  Byungjo Jung,et al.  Multimodal facial color imaging modality for objective analysis of skin lesions. , 2008, Journal of Biomedical Optics.

[32]  H. Akrami,et al.  Comparison of three different regimens of oral azithromycin in the treatment of acne vulgaris , 2006 .