未登录A 3-dimensional histology computer model of malignant melanoma and its implications for digital pathology
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; Froehling, Stefan; von Kalle, Christof; Kather, Jakob Nikolas; Schneider, Lucas; Brinker, Titus J. .png)
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收藏Genetic and methylation profiles distinguish benign, malignant and spitzoid melanocytic tumors遗传和甲基化特征区分良性，恶性和类黑素细胞肿瘤Zaremba, Anne; Jansen, Philipp; Murali, Rajmohan; Mayakonda, Anand; Riedel, Anna; Philip, Manuel; Rose, Christian; Schaller, Joerg; Mueller, Hansgeorg; Kutzner, Heinz; Moller, Inga; Stadtler, Nadine; Kretz, Julia; Sucker, Antje; Bankfalvi, Agnes; Livingstone, Elisabeth; Zimmer, Lisa; Horn, Susanne; Paschen, Annette; Plass, Christoph; Schadendorf, Dirk; Hadaschik, Eva; Lutsik, Pavlo; Griewank, Klaus 分享 收藏 Clinicopathological features, MCPyV status and outcomes of Merkel cell carcinoma in solid-organ transplant recipients: a retrospective, multicentre cohort studyFerrandiz-Pulido, C.; Gomez-Tomas, A.; Llombart, B.; Mendoza, D.; Marcoval, J.; Piaserico, S.; Baykal, C.; Bouwes-Bavinck, J. N.; Racz, E.; Kanitakis, J.; Harwood, C. A.; Cetkovska, P.; Geusau, A.; Del Marmol, V; Masferrer, E.; Cano, C. Orte; Ricar, J.; de Oliveira, W. R.; Salido-Vallejo, R.; Ducroux, E.; Gkini, M. A.; Lopez-Guerrero, J. A.; Kutzner, H.; Kempf, W.; Seckin, D. 分享 收藏 Explainable artificial intelligence in skin cancer recognition: A systematic review皮肤癌识别中的可解释人工智能: 系统综述Hauser, Katja; Kurz, Alexander; Haggenmueller, Sarah; Maron, Roman C.; von Kalle, Christof; Utikal, Jochen S.; Meier, Friedegund; Hobelsberger, Sarah; Gellrich, Frank F.; Sergon, Mildred; Hauschild, Axel; French, Lars E.; Heinzerling, Lucie; Schlager, Justin G.; Ghoreschi, Kamran; Schlaak, Max; Hilke, Franz J.; Poch, Gabriela; Kutzner, Heinz; Berking, Carola; Heppt, Markus, V; Erdmann, Michael; Haferkamp, Sebastian; Schadendorf, Dirk; Sondermann, Wiebke; Goebeler, Matthias; Schilling, Bastian; Kather, Jakob N.; Froehling, Stefan; Lipka, Daniel B.; Hekler, Achim; Krieghoff-Henning, Eva; Brinker, Titus J. 分享 收藏 Diagnostic performance of artificial intelligence for histologic melanoma recognition compared to 18 international expert pathologistsBrinker, Titus J.; Schmitt, Max; Krieghoff-Henning, Eva I.; Barnhill, Raymond; Beltraminelli, Helmut; Braun, Stephan A.; Carr, Richard; Fernandez-Figueras, Maria-Teresa; Ferrara, Gerardo; Fraitag, Sylvie; Gianotti, Raffaele; Llamas-Velasco, Mar; Mueller, Cornelia S. L.; Perasole, Antonio; Requena, Luis; Sangueza, Omar P.; Santonja, Carlos; Starz, Hans; Vale, Esmeralda; Weyers, Wolfgang; Hekler, Achim; Kather, Jakob N.; Froebling, Stefan; Krahl, Dieter; Holland-Letz, Tim; Utikal, Jochen S.; Saggini, Andrea; Kutzner, Heinz 分享 收藏 Cutaneous epithelioid haemangiomas show somatic mutations in the mitogen-activated protein kinase pathwayMaurus, K.; Kosnopfel, C.; Kneitz, H.; Appenzeller, S.; Schrama, D.; Glutsch, V; Roth, S.; Gerhard-Hartmann, E.; Rosenfeldt, M.; Moehrmann, L.; Froehlich, M.; Huebschmann, D.; Stenzinger, A.; Glimm, H.; Froehling, S.; Goebeler, M.; Rosenwald, A.; Kutzner, H.; Schilling, B. 分享 收藏 Original Research Skin cancer classification via convolutional neural networks: systematic review of studies involving human expertsHaggenmueller, 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; V. Heppt, Markus; Hilke, Franz J.; Hobelsberger, Sarah; Krahl, Dieter; Kutzner, Heinz; Lallas, Aimilios; Liopyris, Konstantinos; Llamas-Velasco, Mar; Malvehy, Josep; Meier, Friedegund; Mueller, Cornelia S. L.; Navarini, Alexander A.; Navarrete-Dechent, Cristian; 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.; Froehling, Stefan; Hauschild, Axel; Kittler, Harald; Brinker, Titus J. 分享 收藏 Deep learning approach to predict sentinel lymph node status directly from routine histology of primary melanoma tumoursBrinker, Titus J.; Kiehl, Lennard; Schmitt, Max; Jutzi, Tanja B.; Krieghoff-Henning, Eva I.; Krahl, Dieter; Kutzner, Heinz; Gholam, Patrick; Haferkamp, Sebastian; Klode, Joachim; Schadendorf, Dirk; Hekler, Achim; Froehling, Stefan; Kather, Jakob N.; Haggenmueller, Sarah; von Kalle, Christof; Heppt, Markus; Hilke, Franz; Ghoreschi, Kamran; Tiemann, Markus; Wehkamp, Ulrike; Hauschild, Axel; Weichenthal, Michael; Utikal, Jochen S. 分享 收藏 Integrating Patient Data Into Skin Cancer Classification Using Convolutional Neural Networks: Systematic ReviewHoehn, Julia; Hekler, Achim; Krieghoff-Henning, Eva; Kather, Jakob Nikolas; Utikal, Jochen Sven; Meier, Friedegund; Gellrich, Frank Friedrich; Hauschild, Axel; French, Lars; Schlager, Justin Gabriel; Ghoreschi, Kamran; Wilhelm, Tabea; Kutzner, Heinz; Heppt, Markus; Haferkamp, Sebastian; Sondermann, Wiebke; Schadendorf, Dirk; Schilling, Bastian; Maron, Roman C.; Schmitt, Max; Jutzi, Tanja; Froehling, Stefan; Lipka, Daniel B.; Brinker, Titus Josef 分享 收藏 Original Research Combining CNN-based histologic whole slide image analysis and patient data to improve skin cancer classificationHoehn, Julia; Krieghoff-Henning, Eva; Jutzi, Tanja B.; von Kalle, Christof; Utikal, Jochen S.; Meier, Friedegund; Gellrich, Frank F.; Hobelsberger, Sarah; Hauschild, Axel; Schlager, Justin G.; French, Lars; Heinzerling, Lucie; Schlaak, Max; Ghoreschi, Kamran; Hilke, Franz J.; Poch, Gabriela; Kutzner, Heinz; Heppt, Markus, V; Haferkamp, Sebastian; Sondermann, Wiebke; Schadendorf, Dirk; Schilling, Bastian; Goebeler, Matthias; Hekler, Achim; Froehling, Stefan; Lipka, Daniel B.; Kather, Jakob N.; Krahl, Dieter; Ferrara, Gerardo; Haggenmueller, Sarah; Brinker, Titus J. 分享 收藏 TERT promoter mutation in sebaceous neoplasmsMunoz-Jimenez, Maria-Teresa; Blanco, Leyla; Ruano, Yolanda; Carrillo, Rosario; Santos-Briz, Angel; Riveiro-Falkenbach, Erika; Requena, Luis; Kutzner, Heinz; Garrido, Maria Concepcion; Rodriguez-Peralto, Jose-Luis 分享 收藏 Robustness of convolutional neural networks in recognition of pigmented skin lesionsMaron, Roman C.; Haggenmueller, Sarah; von Kalle, Christof; Utikal, Jochen S.; Meier, Friedegund; Gellrich, Frank F.; Hauschild, Axel; French, Lars E.; Schlaak, Max; Ghoreschi, Kamran; Kutzner, Heinz; Heppt, Markus V.; Haferkamp, Sebastian; Sondermann, Wiebke; Schadendorf, Dirk; Schilling, Bastian; Hekler, Achim; Krieghoff-Henning, Eva; Kather, Jakob N.; Froehling, Stefan; Lipka, Daniel B.; Brinker, Titus J. 分享 收藏 Hidden Variables in Deep Learning Digital Pathology and Their Potential to Cause Batch Effects: Prediction Model Study深度学习数字病理学中的隐藏变量及其导致批量效应的潜力: 预测模型研究Schmitt, Max; Maron, Roman Christoph; Hekler, Achim; Stenzinger, Albrecht; Hauschild, Axel; Weichenthal, Michael; Tiemann, Markus; Krahl, Dieter; Kutzner, Heinz; Utikal, Jochen Sven; Haferkamp, Sebastian; Kather, Jakob Nikolas; Klauschen, Frederick; Krieghoff-Henning, Eva; Froehling, Stefan; von Kalle, Christof; Brinker, Titus Josef 分享 收藏 分享 收藏 Overdiagnosis of melanoma - causes, consequences and solutionsKutzner, Heinz; Jutzi, Tanja B.; Krahl, Dieter; Krieghoff-Henning, Eva, I; Heppt, Markus, V; Hekler, Achim; Schmitt, Max; Maron, Roman C. R.; Froehling, Stefan; von Kalle, Christof; Brinker, Titus J. 分享 收藏 分享 收藏 Effects of Label Noise on Deep Learning-Based Skin Cancer ClassificationHekler, Achim; Kather, Jakob N.; Krieghoff-Henning, Eva; Utikal, Jochen S.; Meier, Friedegund; Gellrich, Frank F.; Belzen, Julius Upmeier Zu; French, Lars; Schlager, Justin G.; Ghoreschi, Kamran; Wilhelm, Tabea; Kutzner, Heinz; Berking, Carola; Heppt, Markus, V; Haferkamp, Sebastian; Sondermann, Wiebke; Schadendorf, Dirk; Schilling, Bastian; Izar, Benjamin; Maron, Roman; Schmitt, Max; Froehling, Stefan; Lipka, Daniel B.; Brinker, Titus J. 分享 收藏 分享 收藏 Angiogenesis in Ocular and Extraocular Sebaceous Carcinoma眼内及眼外睑板腺癌中的血管生成Toberer, Ferdinand; Haenssle, Holger A.; Ruetten, Arno; Kazakov, Dmitry; Kastnerova, Liubov; Enk, Alexander; Hartschuh, Wolfgang; Bertlich, Ines; Hartmann, Julia; Laimer, Martin; Weyers, Wolfgang; Helmbold, Peter; Kutzner, Heinz 分享 收藏 分享 收藏 
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