Literature DB >> 30482597

Melanoma Early Detection: Big Data, Bigger Picture.

Tracy Petrie1, Ravikant Samatham1, Alexander M Witkowski2, Andre Esteva3, Sancy A Leachman4.   

Abstract

Innovative technologies, including novel communication and imaging tools, are affecting dermatology in profound ways. A burning question for the field is whether we will retrospectively react to innovations or proactively leverage them to benefit precision medicine. Early detection of melanoma is a dermatologic area particularly poised to benefit from such innovation. This session of the Montagna Symposium on Biology of Skin focused on provocative, potentially disruptive advances, including crowdsourcing of patient advocacy efforts, rigorous experimental design of public education campaigns, research with mobile phone applications, advanced skin imaging technologies, and the emergence of artificial intelligence as a diagnostic supplement.
Copyright © 2018 The Authors. Published by Elsevier Inc. All rights reserved.

Entities:  

Keywords:  RCM; War on Melanoma; WoM; reflectance confocal microscopy

Mesh:

Year:  2018        PMID: 30482597      PMCID: PMC6685706          DOI: 10.1016/j.jid.2018.06.187

Source DB:  PubMed          Journal:  J Invest Dermatol        ISSN: 0022-202X            Impact factor:   8.551


  36 in total

Review 1.  Diagnostic accuracy of dermoscopy.

Authors:  H Kittler; H Pehamberger; K Wolff; M Binder
Journal:  Lancet Oncol       Date:  2002-03       Impact factor: 41.316

2.  The impact of in vivo reflectance confocal microscopy on the diagnostic accuracy of lentigo maligna and equivocal pigmented and nonpigmented macules of the face.

Authors:  Pascale Guitera; Giovanni Pellacani; Kerry A Crotty; Richard A Scolyer; Ling-Xi L Li; Sara Bassoli; Marco Vinceti; Harold Rabinovitz; Caterina Longo; Scott W Menzies
Journal:  J Invest Dermatol       Date:  2010-04-15       Impact factor: 8.551

3.  In vivo reflectance confocal microscopy enhances secondary evaluation of melanocytic lesions.

Authors:  Pascale Guitera; Giovanni Pellacani; Caterina Longo; Stefania Seidenari; Michelle Avramidis; Scott W Menzies
Journal:  J Invest Dermatol       Date:  2008-07-17       Impact factor: 8.551

4.  Providers' Experiences with a Melanoma Web-Based Course: a Discussion on Barriers and Intentions.

Authors:  Angela J Jiang; Melody J Eide; Gwen L Alexander; Andrea Altschuler; Maryam M Asgari; Alan C Geller; Suzanne W Fletcher; Allan C Halpern; Martin A Weinstock
Journal:  J Cancer Educ       Date:  2017-06       Impact factor: 2.037

5.  Skin cancer rates in North Rhine-Westphalia, Germany before and after the introduction of the nationwide skin cancer screening program (2000-2015).

Authors:  Andreas Stang; Karl-Heinz Jöckel; Oliver Heidinger
Journal:  Eur J Epidemiol       Date:  2018-01-02       Impact factor: 8.082

6.  Does skin cancer screening save lives?: an observational study comparing trends in melanoma mortality in regions with and without screening.

Authors:  Alexander Katalinic; Annika Waldmann; Martin A Weinstock; Alan C Geller; Nora Eisemann; Ruediger Greinert; Beate Volkmer; Eckhard Breitbart
Journal:  Cancer       Date:  2012-04-19       Impact factor: 6.860

7.  A proposed computer diagnostic system for malignant melanoma (CDSMM).

Authors:  S Shao; R R Grams
Journal:  J Med Syst       Date:  1994-04       Impact factor: 4.460

8.  Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning.

Authors:  Hoo-Chang Shin; Holger R Roth; Mingchen Gao; Le Lu; Ziyue Xu; Isabella Nogues; Jianhua Yao; Daniel Mollura; Ronald M Summers
Journal:  IEEE Trans Med Imaging       Date:  2016-02-11       Impact factor: 10.048

9.  Improving Diagnostic Accuracy of Dermoscopically Equivocal Pink Cutaneous Lesions with Reflectance Confocal Microscopy in Telemedicine Settings: Double Reader Concordance Evaluation of 316 Cases.

Authors:  J Łudzik; A M Witkowski; I Roterman-Konieczna; S Bassoli; F Farnetani; G Pellacani
Journal:  PLoS One       Date:  2016-09-08       Impact factor: 3.240

10.  Tumour stage distribution and survival of malignant melanoma in Germany 2002-2011.

Authors:  Olaf Schoffer; Stefanie Schülein; Gerlinde Arand; Hans Arnholdt; Dieter Baaske; Ralf C Bargou; Nikolaus Becker; Matthias W Beckmann; Yves Bodack; Beatrix Böhme; Tayfun Bozkurt; Regine Breitsprecher; Andre Buchali; Elke Burger; Ulrike Burger; Klaus Dommisch; Gudrun Elsner; Karin Fernschild; Ulrike Flintzer; Uwe Funke; Michael Gerken; Hubert Göbel; Norbert Grobe; Vera Gumpp; Lucie Heinzerling; Lana Raffaela Kempfer; Alexander Kiani; Monika Klinkhammer-Schalke; Sabine Klöcking; Ute Kreibich; Katrin Knabner; Peter Kuhn; Stine Lutze; Uwe Mäder; Tanja Maisel; Jan Maschke; Martin Middeke; Andreas Neubauer; Antje Niedostatek; Anabelle Opazo-Saez; Christoph Peters; Beatrice Schell; Gerhard Schenkirsch; Harald Schmalenberg; Peter Schmidt; Constanze Schneider; Birgit Schubotz; Anika Seide; Paul Strecker; Sabine Taubenheim; Matthias Wackes; Steffen Weiß; Claudia Welke; Carmen Werner; Christian Wittekind; Jörg Wulff; Heike Zettl; Stefanie J Klug
Journal:  BMC Cancer       Date:  2016-12-05       Impact factor: 4.430

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  9 in total

1.  The State of Melanoma: Emergent Challenges and Opportunities.

Authors:  Michael B Atkins; Clara Curiel-Lewandrowski; David E Fisher; Susan M Swetter; Hensin Tsao; Julio A Aguirre-Ghiso; Maria S Soengas; Ashani T Weeraratna; Keith T Flaherty; Meenhard Herlyn; Jeffrey A Sosman; Hussein A Tawbi; Anna C Pavlick; Pamela B Cassidy; Sunandana Chandra; Paul B Chapman; Adil Daud; Zeynep Eroglu; Laura K Ferris; Bernard A Fox; Jeffrey E Gershenwald; Geoffrey T Gibney; Douglas Grossman; Brent A Hanks; Douglas Hanniford; Eva Hernando; Joanne M Jeter; Douglas B Johnson; Samir N Khleif; John M Kirkwood; Sancy A Leachman; Darren Mays; Kelly C Nelson; Vernon K Sondak; Ryan J Sullivan; Glenn Merlino
Journal:  Clin Cancer Res       Date:  2021-01-07       Impact factor: 13.801

Review 2.  Current Molecular Markers of Melanoma and Treatment Targets.

Authors:  Kevin Yang; Allen S W Oak; Radomir M Slominski; Anna A Brożyna; Andrzej T Slominski
Journal:  Int J Mol Sci       Date:  2020-05-16       Impact factor: 5.923

3.  Training general practitioners in melanoma diagnosis: a scoping review of the literature.

Authors:  Evelyne Harkemanne; Marie Baeck; Isabelle Tromme
Journal:  BMJ Open       Date:  2021-03-23       Impact factor: 2.692

4.  The Impact of SARS-CoV-2 Pandemic on Patients with Malignant Melanoma at a Romanian Academic Center: A Four-Year Retrospective Analysis.

Authors:  Hazzaa Aabed; Vlad Bloanca; Zorin Crainiceanu; Felix Bratosin; Cosmin Citu; Mircea Mihai Diaconu; Ovidiu Ciorica; Tiberiu Bratu
Journal:  Int J Environ Res Public Health       Date:  2022-07-12       Impact factor: 4.614

5.  Impact of big data resources on clinicians' activation of prior medical knowledge.

Authors:  Sufen Wang; Junyi Yuan; Changqing Pan
Journal:  Heliyon       Date:  2022-08-27

6.  A qualitative descriptive study of a novel nurse-led skin cancer screening model in rural Australia.

Authors:  Kristen Glenister; Sophie Witherspoon; Alan Crouch
Journal:  BMC Health Serv Res       Date:  2022-08-10       Impact factor: 2.908

7.  DiaMole: Mole Detection and Segmentation Software for Mobile Phone Skin Images.

Authors:  Shuai Liu; Zheng Chen; Huahui Zhou; Kunlin He; Meiyu Duan; Qichen Zheng; Pengcheng Xiong; Lan Huang; Qiong Yu; Guoxiong Su; Fengfeng Zhou
Journal:  J Healthc Eng       Date:  2021-06-02       Impact factor: 2.682

8.  Towards Accurate Diagnosis of Skin Lesions Using Feedforward Back Propagation Neural Networks.

Authors:  Simona Moldovanu; Cristian-Dragos Obreja; Keka C Biswas; Luminita Moraru
Journal:  Diagnostics (Basel)       Date:  2021-05-22

Review 9.  Artificial Intelligence Evidence-Based Current Status and Potential for Lower Limb Vascular Management.

Authors:  Xenia Butova; Sergey Shayakhmetov; Maxim Fedin; Igor Zolotukhin; Sergio Gianesini
Journal:  J Pers Med       Date:  2021-12-02
  9 in total

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