selected publications
- Mixed histiocytic neoplasms: A multicentre series revealing diverse somatic mutations and responses to targeted therapy. British journal of haematology. 2024 Academic Article GET IT
- Consent and Identifiability for Patient Images in Research, Education, and Image-Based Artificial Intelligence. JAMA dermatology. 2024 Academic Article GET IT
- Dermatoscopic features and potential pitfalls of artificial intelligence-based analysis of benign acral pigmented lesions in Black patients: a multi-center observational study. Journal of the American Academy of Dermatology. 2024 Academic Article GET IT
- Utility of skin tone on pulse oximetry in critically ill patients: a prospective cohort study. 2024 GET IT
- Large language models propagate race-based medicine. NPJ digital medicine. 2023 Academic Article GET IT
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Position statement of the EADV Artificial Intelligence (AI) Task Force on AI-assisted smartphone apps and web-based services for skin disease.
Journal of the European Academy of Dermatology and Venereology : JEADV.
2023
Review
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Times cited: 3 - Expert Agreement on the Presence and Spatial Localization of Melanocytic Features in Dermoscopy. The Journal of investigative dermatology. 2023 Academic Article GET IT
- Skin Tone Analysis for Representation in Educational Materials (STAR-ED) using machine learning. NPJ digital medicine. 2023 Academic Article GET IT
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A reinforcement learning model for AI-based decision support in skin cancer.
Nature medicine.
2023
Academic Article
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Times cited: 25 -
Prospective validation of dermoscopy-based open-source artificial intelligence for melanoma diagnosis (PROVE-AI study).
NPJ digital medicine.
2023
Academic Article
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Times cited: 21 -
Outcomes after interruption of targeted therapy in patients with histiocytic neoplasms.
British journal of haematology.
2023
Academic Article
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Times cited: 1 - Best Practices for Clinical Skin Image Acquisition in Translational Artificial Intelligence Research. The Journal of investigative dermatology. 2023 Academic Article GET IT
- CSF1R inhibition for histiocytic neoplasm with CBL mutations refractory to MEK1/2 inhibition. Leukemia. 2023 Letter GET IT
- Dermatology patient perspectives regarding consent, privacy, security, and identifiability of clinical photography at a tertiary cancer center: A qualitative study. JAAD international. 2023 Academic Article GET IT
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3D Whole-body skin imaging for automated melanoma detection.
Journal of the European Academy of Dermatology and Venereology : JEADV.
2023
Academic Article
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Times cited: 6 -
Improving Artificial Intelligence-Based Diagnosis on Pediatric Skin Lesions.
The Journal of investigative dermatology.
2023
Academic Article
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Times cited: 3 -
Evaluation of diagnosis diversity in artificial intelligence datasets: a scoping review.
The British journal of dermatology.
2023
Review
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Times cited: 3 -
Agreement Between Experts and an Untrained Crowd for Identifying Dermoscopic Features Using a Gamified App: Reader Feasibility Study.
JMIR medical informatics.
2023
Academic Article
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Times cited: 7 - The potential for technology to aid quantitative assessment in cutaneous T cell lymphoma. Leukemia & lymphoma. 2022 Academic Article GET IT
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Store-and-forward mobile application as an accessible method of study participant assessment.
Journal of the European Academy of Dermatology and Venereology : JEADV.
2022
Letter
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Times cited: 1 -
Tertiary lymphoid structures accompanied by fibrillary matrix morphology impact anti-tumor immunity in basal cell carcinomas.
Frontiers in medicine.
2022
Academic Article
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Times cited: 4 -
Digital skin imaging applications, part II: a comprehensive survey of post-acquisition image utilization features and technology standards.
Skin research and technology : official journal of International Society for Bioengineering and the Skin (ISBS) [and] International Society for Digital Imaging of Skin (ISDIS) [and] International Society for Skin Imaging (ISSI).
2022
Academic Article
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Times cited: 4 -
Accuracy in anatomical location on dermatological surgery: A multi-centre retrospective study.
Journal of the European Academy of Dermatology and Venereology : JEADV.
2022
Letter
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Times cited: 2 -
Disparities in dermatology AI performance on a diverse, curated clinical image set.
Science advances.
2022
Academic Article
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Times cited: 120 -
Interactive Multimedia Reporting Technical Considerations: HIMSS-SIIM Collaborative White Paper.
Journal of digital imaging.
2022
Academic Article
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Times cited: 3 - The long-term evolution of melanocytic nevi among high-risk adults. Journal of the European Academy of Dermatology and Venereology : JEADV. 2022 Academic Article GET IT
- Use of Asynchronous Interprofessional e-Consults in Cancer Patients During the COVID-19 Pandemic: Current and Future Role. Telemedicine journal and e-health : the official journal of the American Telemedicine Association. 2022 Academic Article GET IT
- Pancreatic cancer: Cutaneous metastases, clinical descriptors and outcomes. Cancer medicine. 2022 Academic Article GET IT
- Digital skin imaging applications, part I: Assessment of image acquisition technique features. Skin research and technology : official journal of International Society for Bioengineering and the Skin (ISBS) [and] International Society for Digital Imaging of Skin (ISDIS) [and] International Society for Skin Imaging (ISSI). 2022 Academic Article GET IT
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Validation of artificial intelligence prediction models for skin cancer diagnosis using dermoscopy images: the 2019 International Skin Imaging Collaboration Grand Challenge.
The Lancet. Digital health.
2022
Academic Article
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Times cited: 63 - Prevalence and Age-Related Patterns in Health Information-Seeking Behaviors and Technology Use Among Skin Cancer Survivors: Survey Study. JMIR dermatology. 2022 Academic Article GET IT
- Features of Skin Cancer in Black Individuals: A Single-Institution Retrospective Cohort Study. Dermatology practical & conceptual. 2022 Academic Article GET IT
- Risk of nonacral cutaneous melanoma after the diagnosis of acral melanoma. The British journal of dermatology. 2022 Letter GET IT
- An Epidemiologic Analysis of Melanoma Overdiagnosis in the United States, 1975-2017. The Journal of investigative dermatology. 2021 Academic Article GET IT
- Patterns of the use of reflectance confocal microscopy at a tertiary referral dermatology clinic. Journal of the American Academy of Dermatology. 2021 Academic Article GET IT
- In vivo optical imaging-guided targeted sampling for precise diagnosis and molecular pathology. Scientific reports. 2021 Academic Article GET IT
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Lack of Transparency and Potential Bias in Artificial Intelligence Data Sets and Algorithms: A Scoping Review.
JAMA dermatology.
2021
Review
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Times cited: 4 -
Immune checkpoint inhibitors in patients with pre-existing psoriasis: safety and efficacy.
Journal for immunotherapy of cancer.
2021
Academic Article
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Times cited: 34 -
Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts.
European journal of cancer.
2021
Academic Article
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Times cited: 11 - Suggested methodology for longitudinal evaluation of nevi based on clinical images. Skin research and technology : official journal of International Society for Bioengineering and the Skin (ISBS) [and] International Society for Digital Imaging of Skin (ISDIS) [and] International Society for Skin Imaging (ISSI). 2021 Academic Article GET IT
- Multispecialty Enterprise Imaging Workgroup Consensus on Interactive Multimedia Reporting Current State and Road to the Future: HIMSS-SIIM Collaborative White Paper. Journal of digital imaging. 2021 Review GET IT
- Supporting Virtual Dermatology Consultation in the Setting of COVID-19. Journal of digital imaging. 2021 Editorial Article GET IT
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The Role of DICOM in Artificial Intelligence for Skin Disease.
Frontiers in medicine.
2021
Academic Article
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Times cited: 14 -
A patient-centric dataset of images and metadata for identifying melanomas using clinical context.
Scientific data.
2021
Academic Article
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Times cited: 284 - NPM1 and FLT3-TKD mutations are enriched in patients with leukemia cutis. Dermatology online journal. 2020 Academic Article GET IT
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Sebaceous carcinoma: evidence-based clinical practice guidelines.
The Lancet. Oncology.
2019
Information Resource
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Times cited: 23 -
Activating mutations in CSF1R and additional receptor tyrosine kinases in histiocytic neoplasms.
Nature medicine.
2019
Academic Article
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Times cited: 137 -
Eosinophilic Fasciitis Following Checkpoint Inhibitor Therapy: Four Cases and a Review of Literature.
The oncologist.
2019
Review
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Times cited: 40 -
Towards 'interpretable' artificial intelligence for dermatology.
The British journal of dermatology.
2019
Editorial Article
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Times cited: 1 -
Use of "natural" oils for moisturization: Review of olive, coconut, and sunflower seed oil.
Pediatric dermatology.
2018
Review
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Times cited: 19 -
A review of non-invasive imaging in extramammary Paget's disease.
Journal of the European Academy of Dermatology and Venereology : JEADV.
2018
Review
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Times cited: 12