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2024 Conference Publication A Tiered Quadruplet Network with Patient-Specific Mining and Dynamic Margin for Improved ugly Duckling Lesion ClassificationNaranpanawa, Nathasha, Soyer, H. Peter, Mothershaw, Adam, Kulatilleke, Gayan K., Ge, Zongyuan, Betz-Stablein, Brigid and Chandra, Shekhar S. (2024). A Tiered Quadruplet Network with Patient-Specific Mining and Dynamic Margin for Improved ugly Duckling Lesion Classification. 2024 IEEE International Symposium on Biomedical Imaging (ISBI), Athens, Greece, 27-30 May 2024. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/isbi56570.2024.10635546 |
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2024 Journal Article POT1 and multiple primary melanomas: the dermatological phenotypeMaas, Ellie J., DeBortoli, Emily, Nathan, Vaishnavi, Freeman, Ned P., Mothershaw, Adam, Smit, Darren J., Betz-Stablein, Brigid, Aoude, Lauren G., Stark, Mitchell S., Sturm, Richard A., Soyer, H. Peter and McInerney-Leo, Aideen M. (2024). POT1 and multiple primary melanomas: the dermatological phenotype. Journal of Medical Genetics, 61 (9) jmg-2023-109637, 1-4. doi: 10.1136/jmg-2023-109637 |
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2024 Journal Article Automated detection of pigmented iris freckles using a deep neural network for cutaneous melanoma riskNaranpanawa, Nathasha, Jayasinghe, Dilki, Sturm, Richard A., Betz-Stablein, Brigid, Janda, Monika, Eriksson, Anders, Soyer, H. Peter and Chandra, Shekhar S. (2024). Automated detection of pigmented iris freckles using a deep neural network for cutaneous melanoma risk. Journal of Investigative Dermatology, 144 (11), 2602-2605. doi: 10.1016/j.jid.2024.04.029 |
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2024 Journal Article A protocol for annotation of total body photography for machine learning to analyze skin phenotype and lesion classificationPrimiero, Clare A., Betz-Stablein, Brigid, Ascott, Nathan, D’Alessandro, Brian, Gaborit, Seraphin, Fricker, Paul, Goldsteen, Abigail, González-Villà, Sandra, Lee, Katie, Nazari, Sana, Nguyen, Hang, Ntouskos, Valsamis, Pahde, Frederik, Pataki, Balázs E., Quintana, Josep, Puig, Susana, Rezze, Gisele G., Garcia, Rafael, Soyer, H. Peter and Malvehy, Josep (2024). A protocol for annotation of total body photography for machine learning to analyze skin phenotype and lesion classification. Frontiers in Medicine, 11 1380984, 1-14. doi: 10.3389/fmed.2024.1380984 |
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2024 Conference Publication Assessment of precision melanoma diagnostics: Circulating microrna expression to monitor late-stage treatmentHarris, Teresa, Zaenker, Pauline, McEvoy, Ashleigh C., Soyer, H. Peter, Khattak, Muhammad A., Ziman, Melanie, Millward, Michael, Gray, Elin S. and Stark, Mitchell S. (2024). Assessment of precision melanoma diagnostics: Circulating microrna expression to monitor late-stage treatment. American Association for Cancer Research Annual Meeting 2024, San Diego, CA United States, 5-10 April 2024. Philadelphia, PA United States: American Association for Cancer Research. doi: 10.1158/1538-7445.am2024-7626 |
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2024 Journal Article MicroRNA expression profiling of cutaneous squamous cell carcinomas and precursor lesionsHossain, Akbor, Tom, Lisa N., Melati‐Rad, Ala, Yamada, Miko, Hammerlindl, Sabrina, Jagirdar, Kasturee, Prow, Tarl W., Soyer, H. Peter and Stark, Mitchell S. (2024). MicroRNA expression profiling of cutaneous squamous cell carcinomas and precursor lesions. Skin Health and Disease, 4 (3) e360, e360. doi: 10.1002/ski2.360 |
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2024 Journal Article Expert agreement on the presence and spatial localization of melanocytic features in dermoscopyLiopyris, Konstantinos, Navarrete-Dechent, Cristian, Marchetti, Michael A., Rotemberg, Veronica, Apalla, Zoe, Argenziano, Giuseppe, Blum, Andreas, Braun, Ralph P., Carrera, Cristina, Codella, Noel C.F., Combalia, Marc, Dusza, Stephen W., Gutman, David A., Helba, Brian, Hofmann-Wellenhof, Rainer, Jaimes, Natalia, Kittler, Harald, Kose, Kivanc, Lallas, Aimilios, Longo, Caterina, Malvehy, Josep, Menzies, Scott, Nelson, Kelly C., Paoli, John, Puig, Susana, Rabinovitz, Harold S., Rishpon, Ayelet, Russo, Teresa, Scope, Alon ... Marghoob, Ashfaq A. (2024). Expert agreement on the presence and spatial localization of melanocytic features in dermoscopy. Journal of Investigative Dermatology, 144 (3), 531-539.e13. doi: 10.1016/j.jid.2023.01.045 |
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2024 Journal Article Terahertz in vivo imaging of human skin: toward detection of abnormal skin pathologiesQi, X., Bertling, K., Torniainen, J., Kong, F., Gillespie, T., Primiero, C., Stark, M. S., Dean, P., Indjin, D., Li, L. H., Linfield, E. H., Davies, A. G., Brünig, M., Mills, T., Rosendahl, C., Soyer, H. P. and Rakić, A. D. (2024). Terahertz in vivo imaging of human skin: toward detection of abnormal skin pathologies. APL Bioengineering, 8 (1) 016117, 016117. doi: 10.1063/5.0190573 |
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2024 Journal Article Minimum labelling requirements for dermatology artificial intelligence‐based Software as Medical Device (SaMD): A consensus statementIngvar, Åsa, Oloruntoba, Ayooluwatomiwa, Sashindranath, Maithili, Miller, Robert, Soyer, H. Peter, Guitera, Pascale, Caccetta, Tony, Shumack, Stephen, Abbott, Lisa, Arnold, Chris, Lawn, Craig, Button‐Sloan, Alison, Janda, Monika and Mar, Victoria (2024). Minimum labelling requirements for dermatology artificial intelligence‐based Software as Medical Device (SaMD): A consensus statement. Australasian Journal of Dermatology, 65 (3), e21-e29. doi: 10.1111/ajd.14222 |
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2024 Journal Article Assessing the genetic risk of nodular melanoma using a candidate gene approachStark, Mitchell S., Sturm, Richard A., Pan, Yan, Smit, Darren J., Kommajosyula, Varsha, Lee, Katie J., Jagirdar, Kasturee, McLean, Catriona, Duffy, David L., Soyer, H. Peter and Mar, Victoria J. (2024). Assessing the genetic risk of nodular melanoma using a candidate gene approach. British Journal of Dermatology, 190 (2), 199-206. doi: 10.1093/bjd/ljad365 |
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2024 Journal Article Genetic testing for familial melanomaPrimiero, Clare A., Maas, Ellie J., Wallingford, Courtney K., Soyer, H. Peter and McInerney-Leo, Aideen M. (2024). Genetic testing for familial melanoma. Italian Journal of Dermatology and Venereology, 159 (1), 34-42. doi: 10.23736/s2784-8671.23.07761-7 |
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2024 Journal Article Re: Incidence of in situ vs invasive melanoma: testing the "obligate precursor" hypothesisKahler, Sam, Janda, Monika, Soyer, H. Peter and Betz-Stablein, Brigid (2024). Re: Incidence of in situ vs invasive melanoma: testing the "obligate precursor" hypothesis. Jnci-Journal of the National Cancer Institute, 116 (4), 1-3. doi: 10.1093/jnci/djae006 |
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2024 Book Chapter Actinic Keratosis, Basal Cell Carcinoma, and Squamous Cell CarcinomaWolf, Ingrid H., Soyer, H. Peter, McMeniman, Erin K. and Wolf, Peter (2024). Actinic Keratosis, Basal Cell Carcinoma, and Squamous Cell Carcinoma. Dermatology: Volume 1-2, Fifth Edition. (pp. 1888-1910) Elsevier. doi: 10.1016/B978-0-7020-8225-2.00108-6 |
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2024 Conference Publication Evaluating a protocol for communicating melanoma personalised risk scores: a pilot studyWallingford, Courtney, Law, Matthew, Mothershaw, Adam, Acevedo, Astrid Rodriguez, Soyer, Hans Peter, McInerney-Leo, Aideen and Yanes, Tatiane (2024). Evaluating a protocol for communicating melanoma personalised risk scores: a pilot study. 56th Annual Conference of the European-Society-of-Human-Genetics (ESHG), Glasgow, Scotland, 10-13 June 2023. London, United Kingdom: Nature Publishing Group. |
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2024 Journal Article Automated scoring of tumour infiltrating lymphocytes informs risk of death from thin melanoma: a nested case-case studyTan, Samuel X., Aung, Thazin N., Claeson, Magdalena, Acs, Balazs, Zhou, Chenhao, Brown, Susan, Lambie, Duncan, Baade, Peter D., Pandeya, Nirmala, Soyer, H. Peter, Smithers, B. Mark, Whiteman, David C., Rimm, David L. and Khosrotehrani, Kiarash (2024). Automated scoring of tumour infiltrating lymphocytes informs risk of death from thin melanoma: a nested case-case study. Journal of the American Academy of Dermatology, 90 (1), 179-182. doi: 10.1016/j.jaad.2023.09.026 |
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2024 Conference Publication A systematic review of changes in melanocytic naevi during immune checkpoint inhibition and targeted therapyBruijn, T.V.M., Dinh, S.T., Elshot, Y.S., van der Mierden, S., Soyer, P.H., Olsen, C.M., Betz-Stablein, B., Bekkenk, M.W., Rustemeyer, T. and Plasmeijer, E.I. (2024). A systematic review of changes in melanocytic naevi during immune checkpoint inhibition and targeted therapy. 20th EADO Congress 2024, Paris, France, 4-6 April 2024. London, United Kingdom: Elsevier. doi: 10.1016/j.ejcskn.2024.100144 |
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2024 Journal Article Position statement of the EADV Artificial Intelligence (AI) Task Force on AI‐assisted smartphone apps and web‐based services for skin diseaseSangers, Tobias E., Kittler, Harald, Blum, Andreas, Braun, Ralph P., Barata, Catarina, Cartocci, Alessandra, Combalia, Marc, Esdaile, Ben, Guitera, Pascale, Haenssle, Holger A., Kvorning, Niels, Lallas, Aimilios, Navarrete‐Dechent, Cristian, Navarini, Alexander A., Podlipnik, Sebastian, Rotemberg, Veronica, Soyer, H. Peter, Tognetti, Linda, Tschandl, Philipp, Malvehy, Josep and the EADV AI Task Force (2024). 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, 38 (1), 22-30. doi: 10.1111/jdv.19521 |
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2024 Journal Article Prompt-driven latent domain generalization for medical image classificationYan, Siyuan, Yu, Zhen, Liu, Chi, Ju, Lie, Mahapatra, Dwarikanath, Betz-Stablein, Brigid, Mar, Victoria, Janda, Monika, Soyer, Peter and Ge, Zongyuan (2024). Prompt-driven latent domain generalization for medical image classification. IEEE Transactions on Medical Imaging, 44 (99), 348-360. doi: 10.1109/TMI.2024.3443119 |
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2023 Conference Publication Suspicious naevi classification using auxiliary classifier generative adversarial networkZegair, Fatima Al, Rutjes, Chantal, Betz-Stablein, Brigid, Ge, Zongyuan, Soyer, H. Peter and Chandra, Shekhar S. (2023). Suspicious naevi classification using auxiliary classifier generative adversarial network. 2023 International Conference on Digital Image Computing: Techniques and Applications (DICTA), Port Macquarie, NSW, Australia, 28 November - 1 December 2023. Piscataway, NJ, United States: IEEE. doi: 10.1109/dicta60407.2023.00041 |
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2023 Journal Article The skin molecular ecosystem holds the key to nevogenesis and melanomagenesisLee, Katie J., Soyer, H. Peter and Stark, Mitchell S. (2023). The skin molecular ecosystem holds the key to nevogenesis and melanomagenesis. The Journal of Investigative Dermatology, 144 (3), 456-465. doi: 10.1016/j.jid.2023.09.271 |
