H. Peter Soyer

Research interests

Publications

• Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts

  European Journal of Cancer · 2021 · 10.1016/j.ejca.2021.06.049

• A patient-centric dataset of images and metadata for identifying melanomas using clinical context

  Scientific Data · 2021 · 10.1038/s41597-021-00815-z

• A survey of clinicians on the use of artificial intelligence in ophthalmology, dermatology, radiology and radiation oncology

  Scientific Reports · 2021 · 10.1038/s41598-021-84698-5

• Genome-wide association meta-analyses combining multiple risk phenotypes provide insights into the genetic architecture of cutaneous melanoma susceptibility

  Nature Genetics · 2020 · https://doi.org/10.1038/s41588-020-0611-8

• Human–computer collaboration for skin cancer recognition

  Nature Medicine · 2020 · https://doi.org/10.1038/s41591-020-0942-0

• Standardization of dermoscopic terminology and basic dermoscopic parameters to evaluate in general dermatology (non‐neoplastic dermatoses): an expert consensus on behalf of the International Dermoscopy Society

  British Journal of Dermatology · 2019 · https://doi.org/10.1111/bjd.18125

• Comparison of the accuracy of human readers versus machine-learning algorithms for pigmented skin lesion classification: an open, web-based, international, diagnostic study

  The Lancet Oncology · 2019 · https://doi.org/10.1016/s1470-2045(19)30333-x

• Expert-Level Diagnosis of Nonpigmented Skin Cancer by Combined Convolutional Neural Networks

  JAMA Dermatology · 2018 · https://doi.org/10.1001/jamadermatol.2018.4378

• Teledermatology for the Diagnosis and Management of Skin Cancer

  JAMA Dermatology · 2016 · 10.1001/jamadermatol.2016.4361

• Standardization of terminology in dermoscopy/dermatoscopy: Results of the third consensus conference of the International Society of Dermoscopy

  Journal of the American Academy of Dermatology · 2016 · https://doi.org/10.1016/j.jaad.2015.12.038

• Nanoparticles and microparticles for skin drug delivery

  Advanced Drug Delivery Reviews · 2011 · https://doi.org/10.1016/j.addr.2011.01.012

• Mobile teledermatology for skin tumour screening: diagnostic accuracy of clinical and dermoscopic image tele-evaluation using cellular phones

  British Journal of Dermatology · 2011 · 10.1111/j.1365-2133.2011.10208.x

• Dermatoscopy of basal cell carcinoma: Morphologic variability of global and local features and accuracy of diagnosis

  Journal of the American Academy of Dermatology · 2009 · https://doi.org/10.1016/j.jaad.2009.05.035

• Dermoscopic Evaluation of Amelanotic and Hypomelanotic Melanoma

  Archives of Dermatology · 2008 · https://doi.org/10.1001/archderm.144.9.1120

• Dermoscopy Improves Accuracy of Primary Care Physicians to Triage Lesions Suggestive of Skin Cancer

  Journal of Clinical Oncology · 2006 · https://doi.org/10.1200/jco.2005.05.0864

• Dermoscopy in General Dermatology

  Dermatology · 2005 · https://doi.org/10.1159/000089015

• Vascular Structures in Skin Tumors

  Archives of Dermatology · 2004 · https://doi.org/10.1001/archderm.140.12.1485

• Three-Point Checklist of Dermoscopy

  Dermatology · 2004 · https://doi.org/10.1159/000075042

• Dermoscopy of Bowen's disease

  British Journal of Dermatology · 2004 · https://doi.org/10.1111/j.1365-2133.2004.05924.x

• Clinically equivocal melanocytic skin lesions with features of regression: a dermoscopic-pathological study

  British Journal of Dermatology · 2004 · https://doi.org/10.1111/j.1365-2133.2004.05657.x

• Amelanotic/hypomelanotic melanoma: clinical and dermoscopic features

  British Journal of Dermatology · 2004 · 10.1111/j.1365-2133.2004.05928.x

• Dermoscopy of pigmented skin lesions: Results of a consensus meeting via the Internet

  Journal of the American Academy of Dermatology · 2003 · 10.1067/mjd.2003.281

• Dermoscopy of pigmented skin lesions – a valuable tool for early

  The Lancet Oncology · 2001 · 10.1016/s1470-2045(00)00422-8

• Interactive atlas of dermoscopy

  · 2000

• Topical Treatment with Liposomes Containing T4 Endonuclease V Protects Human Skin In Vivo from Ultraviolet-Induced Upregulation of Interleukin-10 and Tumor Necrosis Factor-α

  Journal of Investigative Dermatology · 2000 · https://doi.org/10.1046/j.1523-1747.2000.00839.x

• Adjuvant interferon alfa-2a treatment in resected primary stage II cutaneous melanoma. Austrian Malignant Melanoma Cooperative Group.

  Journal of Clinical Oncology · 1998 · https://doi.org/10.1200/jco.1998.16.4.1425

• Long-term Follow-up and Histological Changes of Superficial Nonmelanoma Skin Cancers Treated With Topical δ-Aminolevulinic Acid Photodynamic Therapy

  Archives of Dermatology · 1998 · https://doi.org/10.1001/archderm.134.7.821

• bcl-2 Protein Expression and Correlation with the Interchromosomal 14;18 Translocation in Cutaneous Lymphomas and Pseudolymphomas

  Journal of Investigative Dermatology · 1994 · 10.1111/1523-1747.ep12371768

• Risk Factors for Developing Cutaneous Melanoma and Criteria for Identifying Persons at Risk: Multicenter Case-Control Study of the Central Malignant Melanoma Registry of the German Dermatological Society

  Journal of Investigative Dermatology · 1994 · 10.1111/1523-1747.ep12374280

Current projects

No projects listed.