Dermatologist-like explainable AI enhances trust and confidence in diagnosing melanoma

Authors: Chanda, Tirtha, Hauser, Katja, Hobelsberger, Sarah, Bucher, Tabea-Clara, Garcia, Carina Nogueira, Wies, Christoph, Kittler, Harald, Tschandl, Philipp, Navarrete-Dechent, Cristian, Podlipnik, Sebastian, Chousakos, Emmanouil, Crnaric, Iva, Majstorovic, Jovana, Alhajwan, Linda, Foreman, Tanya, Peternel, Sandra, Sarap, Sergei, Özdemir, İrem, Barnhill, Raymond L., Velasco, Mar Llamas, Poch, Gabriela, Korsing, Sören, Sondermann, Wiebke, Gellrich, Frank Friedrich, Heppt, Markus V., Erdmann, Michael, Haferkamp, Sebastian, Drexler, Konstantin, Goebeler, Matthias, Schilling, Bastian, Utikal, Jochen S., Ghoreschi, Kamran, Fröhling, Stefan, Krieghoff-Henning, Eva, Brinker, Titus J.

Subject Terms: Quantitative Biology - Quantitative Methods, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning, Electrical Engineering and Systems Science - Image and Video Processing

Access URL: http://arxiv.org/abs/2303.12806

Melanoma in situ and low-risk pT1a melanoma: Need for new diagnostic terminology

Authors: Elder, David E., Barnhill, Raymond L., Eguchi, Megan, Elmore, Joann G., Kerr, Kathleen F., Knezevich, Stevan

Source: In Clinics in Dermatology

MPATH-Dx version 2.0 schema for melanocytic lesions: A robust tool for standardized diagnostic reporting

Authors: Barnhill, Raymond L., Piepkorn, Michael W., Duncan, Lyn M., Knezevich, Stevan, Elmore, Joann G., Elder, David E.

Source: In Clinics in Dermatology

A Multicenter Study Validates the WHO 2022 Classification for Conjunctival Melanocytic Intraepithelial Lesions With Clinical and Prognostic Relevance

Authors: Mudhar, Hardeep Singh, Krishna, Yamini, Cross, Simon, Auw-Haedrich, Claudia, Barnhill, Raymond, Cherepanoff, Svetlana, Eagle, Ralph, Farmer, James, Folberg, Robert, Grossniklaus, Hans, Herwig-Carl, Martina C., Hyrcza, Martin, Lassalle, Sandra, Loeffler, Karin U., Moulin, Alexandre, Milman, Tatyana, Verdijk, Robert M., Heegaard, Steffen, Coupland, Sarah E.

Source: In Laboratory Investigation January 2024 104(1)

Diagnostic error, uncertainty, and overdiagnosis in melanoma

Authors: Elder, David E., Eguchi, Megan M., Barnhill, Raymond L., Kerr, Kathleen F., Knezevich, Stevan R., Piepkorn, Michael W., Reisch, Lisa M., Elmore, Joann G.

Source: Pathology. 55(2):206-213

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100187681605.0x000001&indx=1&recIds=ETOCvdc_100187681605.0x000001

Interobserver agreement in the histopathological classification of desmoplastic melanomas

Authors: Lezcano, Cecilia, Berwick, Marianne, Luo, Li, Barnhill, Raymond, Duncan, Lyn M., Gerami, Pedram, Lowe, Lori, Messina, Jane L., Scolyer, Richard A., Wood, Benjamin, Yeh, Iwei, Zembowicz, Artur, Busam, Klaus J.

Source: Pathology. 55(2):223-226

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100187681625.0x000001&indx=1&recIds=ETOCvdc_100187681625.0x000001

Prognostic modeling of cutaneous melanoma stage I patients using cancer registry data identifies subsets with very‐low melanoma mortality

Authors: Eguchi, Megan M., Elder, David E., Barnhill, Raymond L., Piepkorn, Michael W., Knezevich, Stevan R., Elmore, Joann G., Kerr, Kathleen F.

Source: Cancer. 129(1):89-97

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100169063338.0x000001&indx=1&recIds=ETOCvdc_100169063338.0x000001

Monitoring Angiotropic Extravascular Migratory Metastasis In Vitro

Authors: Lugassy, Claire, Kleinman, Hynda K., Barnhill, Raymond L.

Source: Methods in molecular biology. 2572:91-100

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN630435054&indx=1&recIds=ETOCRN630435054

A 3-dimensional histology computer model of malignant melanoma and its implications for digital pathology

Authors: Kurz, Alexander, Krahl, Dieter, Kutzner, Heinz, Barnhill, Raymond, Perasole, Antonio, Figueras, Maria Teresa Fernandez, Ferrara, Gerardo, Braun, Stephan A., Starz, Hans, Llamas-Velasco, Mar, Utikal, Jochen Sven, Fröhling, Stefan, von Kalle, Christof, Kather, Jakob Nikolas, Schneider, Lucas, Brinker, Titus J.

Source: In European Journal of Cancer November 2023 193

Implementing the Melanocytic Pathology Assessment Tool and Hierarchy for Diagnosis: Long-term effect of a simple educational intervention

Authors: Reisch, Lisa M., Shucard, Hannah, Radick, Andrea C., Eguchi, Megan M., Elder, David E., Barnhill, Raymond L., Piepkorn, Michael W., Knezevich, Stevan R., Kerr, Kathleen F., Elmore, Joann G.

Source: In JAAD International June 2023 11:211-219

L1CAM and laminin vascular network: Association with the high-risk replacement histopathologic growth pattern in uveal melanoma liver metastases

Authors: Barnhill, Raymond, van Laere, Steven, Vermeulen, Peter, Roman-Roman, Sergio, Gardrat, Sophie, Alsafadi, Samar, Tarin, Malcy, Champenois, Gabriel, Nicolas, André, Matet, Alexandre, Cassoux, Nathalie, Servois, Vincent, Rodrigues, Manuel, Scolyer, Richard, Lazar, Alexander, Romano, Emanuela, Piperno-Neumann, Sophie, Mariani, Pascale, Lugassy, Claire

Source: In Laboratory Investigation November 2022 102(11):1214-1224

Characterization of multiple diagnostic terms in melanocytic skin lesion pathology reports

Authors: Chang, Oliver H., Elder, David E., Barnhill, Raymond L., Piepkorn, Michael W., Eguchi, Megan M., Knezevich, Stevan R., Lee, Annie C., Moreno, Raul J., Kerr, Kathleen F., Elmore, Joann G.

Source: Journal of cutaneous pathology. 49(2):153-162

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100138902376.0x000001&indx=1&recIds=ETOCvdc_100138902376.0x000001

MBD4 deficiency is predictive of response to immune checkpoint inhibitors in metastatic uveal melanoma patients

Authors: Saint-Ghislain, Mathilde, Derrien, Anne-Céline, Geoffrois, Lionnel, Gastaud, Lauris, Lesimple, Thierry, Negrier, Sylvie, Penel, Nicolas, Kurtz, Jean-Emmanuel, Le Corre, Yannick, Dutriaux, Caroline, Gardrat, Sophie, Barnhill, Raymond, Matet, Alexandre, Cassoux, Nathalie, Houy, Alexandre, Ramtohul, Toulsie, Servois, Vincent, Mariani, Pascale, Piperno-Neumann, Sophie, Stern, Marc-Henri, Rodrigues, Manuel

Source: European journal of cancer. 173:105-112

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100195212974.0x000001&indx=1&recIds=ETOCvdc_100195212974.0x000001

Effect of Prior Diagnoses on Dermatopathologists' Interpretations of Melanocytic LesionsA Randomized Controlled Trial

Authors: Elmore, Joann G., Eguchi, Megan M., Barnhill, Raymond L.

Source: JAMA Dermatology. 158(9):1040-1047

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN633194487&indx=1&recIds=ETOCRN633194487

Histopathological diagnosis of cutaneous melanocytic lesions: blinded and nonblinded second opinions offer similar improvement in diagnostic accuracy

Authors: Kerr, Kathleen F., Longton, Gary M., Reisch, Lisa M., Radick, Andrea C., Eguchi, Megan M., Shucard, Hannah L., Pepe, Margaret S., Piepkorn, Michael W., Elder, David E., Barnhill, Raymond L., Elmore, Joann G.

Source: Clinical and experimental dermatology. 47(9):1658-1665

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100158377698.0x000001&indx=1&recIds=ETOCvdc_100158377698.0x000001

Evaluation and Surgical Management of Pediatric Cutaneous Melanoma and Atypical Spitz and Non-Spitz Melanocytic Tumors (Melanocytomas): A Report From Children's Oncology Group.

Authors: Sargen, Michael R., Barnhill, Raymond L., Elder, David E., Swetter, Susan M., Prieto, Victor G., Ko, Jennifer S., Bahrami, Armita, Gerami, Pedram, Karunamurthy, Arivarasan, Pappo, Alberto S., Schuchter, Lynn M., LeBoit, Philip E., Yeh, Iwei, Kirkwood, John M., Jen, Melinda, Dunkel, Ira J., Durham, Megan M., Christison-Lagay, Emily R., Austin, Mary T., Aldrink, Jennifer H.

Source: Journal of Clinical Oncology; 3/20/2025, Vol. 43 Issue 9, p1157-1167, 13p

International Skin Imaging Collaboration‐Designated Diagnoses (ISIC‐DX): Consensus terminology for lesion diagnostic labeling.

Authors: Scope, Alon, Liopyris, Konstantinos, Weber, Jochen, Barnhill, Raymond L., Braun, Ralph P., Curiel‐Lewandrowski, Clara N., Elder, David E., Ferrara, Gerardo, Grant‐Kels, Jane M., Jeunon, Thiago, Lallas, Aimilios, Lin, Jennifer Y., Marchetti, Michael A., Marghoob, Ashfaq A., Navarrete‐Dechent, Cristian, Pellacani, Giovanni, Soyer, Hans Peter, Stratigos, Alexander, Thomas, Luc, Kittler, Harald

Source: Journal of the European Academy of Dermatology & Venereology; Jan2025, Vol. 39 Issue 1, p117-125, 9p

Subject Terms: SKIN imaging, SKIN tumors, ARTIFICIAL intelligence, SYNONYMS, LEXICON

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

Authors: Haggenmüller, Sarah, Maron, Roman C., Hekler, Achim, Utikal, Jochen S., Barata, Catarina, Barnhill, Raymond L., Beltraminelli, Helmut, Berking, Carola, Betz-Stablein, Brigid, Blum, Andreas, Braun, Stephan A., Carr, Richard, Combalia, Marc, Fernandez-Figueras, Maria-Teresa, Ferrara, Gerardo, Fraitag, Sylvie, French, Lars E., Gellrich, Frank F., Ghoreschi, Kamran, Goebeler, Matthias, Guitera, Pascale, Haenssle, Holger A., Haferkamp, Sebastian, Heinzerling, Lucie, Heppt, Markus V., Hilke, Franz J., Hobelsberger, Sarah, Krahl, Dieter, Kutzner, Heinz, Lallas, Aimilios, Liopyris, Konstantinos, Llamas-Velasco, Mar, Malvehy, Josep, Meier, Friedegund, Müller, Cornelia S.L., Navarini, Alexander A., Navarrete-Dechent, Cristián, Perasole, Antonio, Poch, Gabriela, Podlipnik, Sebastian, Requena, Luis, Rotemberg, Veronica M., Saggini, Andrea, Sangueza, Omar P., Santonja, Carlos, Schadendorf, Dirk, Schilling, Bastian, Schlaak, Max, Schlager, Justin G., Sergon, Mildred, Sondermann, Wiebke, Soyer, H. Peter, Starz, Hans, Stolz, Wilhelm, Vale, Esmeralda, Weyers, Wolfgang, Zink, Alexander, Krieghoff-Henning, Eva, Kather, Jakob N., von Kalle, Christof, Lipka, Daniel B., Fröhling, Stefan, Hauschild, Axel, Kittler, Harald, Brinker, Titus J.

Source: In European Journal of Cancer October 2021 156:202-216

Terminology for melanocytic skin lesions and the MPATH‐Dx classification schema: A survey of dermatopathologists

Authors: Radick, Andrea C., Reisch, Lisa M., Shucard, Hannah L., Piepkorn, Michael W., Kerr, Kathleen F., Elder, David E., Barnhill, Raymond L., Knezevich, Stevan R., Oster, Natalia, Elmore, Joann G.

Source: Journal of cutaneous pathology. 48(6):733-738

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100131919347.0x000001&indx=1&recIds=ETOCvdc_100131919347.0x000001

Histopathologic synoptic reporting of invasive melanoma: How reliable are the data?

Authors: Taylor, Laura A., Eguchi, Megan M., Reisch, Lisa M., Radick, Andrea C., Shucard, Hannah, Kerr, Kathleen F., Piepkorn, Michael W., Knezevich, Stevan R., Elder, David E., Barnhill, Raymond L., Elmore, Joann G.

Source: Cancer. 127(17):3125-3136

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100125702248.0x000001&indx=1&recIds=ETOCvdc_100125702248.0x000001