| # | Title | Journal | Year | Citations |
|---|
| 1 | Nanoparticles and microparticles for skin drug delivery | Advanced Drug Delivery Reviews | 2011 | 684 |
| 2 | Human–computer collaboration for skin cancer recognition | Nature Medicine | 2020 | 383 |
| 3 | Comparison of the accuracy of human readers versus machine-learning algorithms for pigmented skin lesion classification: an open, web-based, international, diagnostic study | Lancet Oncology, The | 2019 | 318 |
| 4 | Diagnostic delay in hidradenitis suppurativa is a global problem | British Journal of Dermatology | 2015 | 261 |
| 5 | Expert-Level Diagnosis of Nonpigmented Skin Cancer by Combined Convolutional Neural Networks | JAMA Dermatology | 2019 | 199 |
| 6 | Antibiotics in the aquatic environment of Vietnam: Sources, concentrations, risk and control strategy | Chemosphere | 2018 | 184 |
| 7 | Therapeutic gold, silver, and platinum nanoparticles | Wiley Interdisciplinary Reviews: Nanomedicine and Nanobiotechnology | 2015 | 180 |
| 8 | Mobile teledermatology for skin tumour screening: diagnostic accuracy of clinical and dermoscopic image tele-evaluation using cellular phones | British Journal of Dermatology | 2011 | 175 |
| 9 | A patient-centric dataset of images and metadata for identifying melanomas using clinical context | Scientific Data | 2021 | 165 |
| 10 | Incidence and Survival for Merkel Cell Carcinoma in Queensland, Australia, 1993-2010 | JAMA Dermatology | 2014 | 150 |
| 11 | Striae distensae: a comprehensive review and evidence-based evaluation of prophylaxis and treatment | British Journal of Dermatology | 2014 | 150 |
| 12 | Genetics of skin color variation in Europeans: genome-wide association studies with functional follow-up | Human Genetics | 2015 | 133 |
| 13 | A stress-induced early innate response causes multidrug tolerance in melanoma | Oncogene | 2015 | 125 |
| 14 | Cost-effectiveness of Store-and-Forward Teledermatology | JAMA Dermatology | 2016 | 119 |
| 15 | Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts | European Journal of Cancer | 2021 | 115 |
| 16 | The effect of formulation on the penetration of coated and uncoated zinc oxide nanoparticles into the viable epidermis of human skin in vivo | European Journal of Pharmaceutics and Biopharmaceutics | 2013 | 111 |
| 17 | Generational shift in melanoma incidence and mortality in Queensland, Australia, 1995–2014 | International Journal of Cancer | 2018 | 107 |
| 18 | Time-Correlated Single Photon Counting For Simultaneous Monitoring Of Zinc Oxide Nanoparticles And NAD(P)H In Intact And Barrier-Disrupted Volunteer Skin | Pharmaceutical Research | 2011 | 101 |
| 19 | The Genetics of Human Skin and Hair Pigmentation | Annual Review of Genomics and Human Genetics | 2019 | 98 |
| 20 | A survey of clinicians on the use of artificial intelligence in ophthalmology, dermatology, radiology and radiation oncology | Scientific Reports | 2021 | 91 |
| 21 | The Prognostic and Predictive Value of Melanoma-related MicroRNAs Using Tissue and Serum: A MicroRNA Expression Analysis | EBioMedicine | 2015 | 86 |
| 22 | NFIB Mediates BRN2 Driven Melanoma Cell Migration and Invasion Through Regulation of EZH2 and MITF | EBioMedicine | 2017 | 85 |
| 23 | Accuracy of dermatoscopy for the diagnosis of nonpigmented cancers of the skin | Journal of the American Academy of Dermatology | 2017 | 84 |
| 24 | Gold Nanoparticle Penetration and Reduced Metabolism in Human Skin by Toluene | Pharmaceutical Research | 2011 | 81 |
| 25 | In vivo assessment of chronological ageing and photoageing in forearm skin using reflectance confocal microscopy | British Journal of Dermatology | 2012 | 80 |
| 26 | Phase 1 Safety, Pharmacokinetics, and Fluorescence Imaging Study of Tozuleristide (BLZ-100) in Adults With Newly Diagnosed or Recurrent Gliomas | Neurosurgery | 2019 | 78 |
| 27 | Checklist for Evaluation of Image-Based Artificial Intelligence Reports in Dermatology | JAMA Dermatology | 2022 | 71 |
| 28 | Phenotypic Characterization of Nevus and Tumor Patterns in MITF E318K Mutation Carrier Melanoma Patients | Journal of Investigative Dermatology | 2014 | 68 |
| 29 | Distinct melanoma types based on reflectance confocal microscopy | Experimental Dermatology | 2014 | 67 |
| 30 | Distribution of Subsequent Primary Invasive Melanomas Following a First Primary Invasive or In Situ Melanoma in Queensland, Australia, 1982-2010 | JAMA Dermatology | 2014 | 66 |
| 31 | The Influence of Clinical Information in the Histopathologic Diagnosis of Melanocytic Skin Neoplasms | PLoS ONE | 2009 | 65 |
| 32 | Consumer acceptance of patient-performed mobile teledermoscopy for the early detection of melanoma | British Journal of Dermatology | 2016 | 63 |
| 33 | Clinical Perspective of 3D Total Body Photography for Early Detection and Screening of Melanoma | Frontiers in Medicine | 2018 | 62 |
| 34 | Microneedle Enhanced Delivery of Cosmeceutically Relevant Peptides in Human Skin | PLoS ONE | 2014 | 62 |
| 35 | Nanocomposite‐Strengthened Dissolving Microneedles for Improved Transdermal Delivery to Human Skin | Advanced Healthcare Materials | 2014 | 61 |
| 36 | Can skin cancer prevention and early detection be improved via mobile phone text messaging? A randomised, attention control trial | Preventive Medicine | 2015 | 59 |
| 37 | A systematic review of non‐surgical treatments for lentigo maligna | Journal of the European Academy of Dermatology and Venereology | 2016 | 59 |
| 38 | Proposed Technical Guidelines for the Acquisition of Clinical Images of Skin-Related Conditions | JAMA Dermatology | 2017 | 59 |
| 39 | Prognostic Gene Expression Profiling in Cutaneous Melanoma | JAMA Dermatology | 2020 | 59 |
| 40 | A pilot trial of mobile, patient-performed teledermoscopy | British Journal of Dermatology | 2015 | 57 |
| 41 | Somatic inactivating PTPRJ mutations and dysregulated pathways identified in canine malignant melanoma by integrated comparative genomic analysis | PLoS Genetics | 2018 | 56 |
| 42 | Teledermatology for skin cancer prevention: an experience on 690 Austrian patients | Journal of the European Academy of Dermatology and Venereology | 2014 | 55 |
| 43 | Distinct histone modifications denote early stress-induced drug tolerance in cancer | Oncotarget | 2018 | 54 |
| 44 | Dermoscopic variability of basal cell carcinoma according to clinical type and anatomic location | Journal of the European Academy of Dermatology and Venereology | 2015 | 53 |
| 45 | A support vector machine for decision support in melanoma recognition | Experimental Dermatology | 2010 | 51 |
| 46 | BRN2, a POUerful driver of melanoma phenotype switching and metastasis | Pigment Cell and Melanoma Research | 2019 | 50 |
| 47 | Treatment goals for moderate to severe psoriasis: An Australian consensus | Australasian Journal of Dermatology | 2013 | 49 |
| 48 | TLR3 drives IRF6‐dependent IL‐23p19 expression and p19/EBI3 heterodimer formation in keratinocytes | Immunology and Cell Biology | 2015 | 49 |
| 49 | Good test–retest reproducibility for an instrument to capture self-reported melanoma risk factors | Journal of Clinical Epidemiology | 2012 | 48 |
| 50 | Genome-Wide Association Shows that Pigmentation Genes Play a Role in Skin Aging | Journal of Investigative Dermatology | 2017 | 48 |
