Clinical Melanoma Diagnosis with Artificial Intelligence: Insights from a Prospective Multicenter Study

Authors: Heinlein, Lukas, Maron, Roman C., Hekler, Achim, Haggenmüller, Sarah, Wies, Christoph, 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, Korsing, Sören, Berking, Carola, Heppt, Markus V., Erdmann, Michael, Haferkamp, Sebastian, Drexler, Konstantin, Schadendorf, Dirk, Sondermann, Wiebke, Goebeler, Matthias, Schilling, Bastian, Krieghoff-Henning, Eva, Brinker, Titus J.

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Statistics - Applications

Access URL: http://arxiv.org/abs/2401.14193

Using Multiple Dermoscopic Photographs of One Lesion Improves Melanoma Classification via Deep Learning: A Prognostic Diagnostic Accuracy Study

Authors: Hekler, Achim, Maron, Roman C., Haggenmüller, Sarah, Schmitt, Max, Wies, Christoph, 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, Korsing, Sören, Berking, Carola, Heppt, Markus V., Erdmann, Michael, Haferkamp, Sebastian, Drexler, Konstantin, Schadendorf, Dirk, Sondermann, Wiebke, Goebeler, Matthias, Schilling, Bastian, Kather, Jakob N., Krieghoff-Henning, Eva, Brinker, Titus J.

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

Access URL: http://arxiv.org/abs/2306.02800

Model soups improve performance of dermoscopic skin cancer classifiers

Authors: Maron, Roman C. ^a, Hekler, Achim ^a, Haggenmüller, Sarah ^a, von Kalle, Christof ^b, Utikal, Jochen S. ^{c, d, p}, Müller, Verena ^{c, d, p}, Gaiser, Maria ^{c, d, p}, Meier, Friedegund ^e, Hobelsberger, Sarah ^e, Gellrich, Frank F. ^e, Sergon, Mildred ^e, Hauschild, Axel ^f, French, Lars E. ^{g, o}, Heinzerling, Lucie ^g, Schlager, Justin G. ^g, Ghoreschi, Kamran ^h, Schlaak, Max ^h, Hilke, Franz J. ^h, Poch, Gabriela ^h, Korsing, Sören ^h, Berking, Carola ⁱ, Heppt, Markus V. ⁱ, Erdmann, Michael ⁱ, Haferkamp, Sebastian ^j, Schadendorf, Dirk ^k, Sondermann, Wiebke ^k, Goebeler, Matthias ^l, Schilling, Bastian ^l, Kather, Jakob N. ^m, Fröhling, Stefan ⁿ, Lipka, Daniel B. ⁿ, Krieghoff-Henning, Eva ^a, Brinker, Titus J. ^{a, ∗}

Source: In European Journal of Cancer September 2022 173:307-316

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

Patients' and dermatologists' preferences in artificial intelligence–driven skin cancer diagnostics: A prospective multicentric survey study.

Authors: Haggenmüller, Sarah, Maron, Roman C., Hekler, Achim, Krieghoff-Henning, Eva, Utikal, Jochen S., Gaiser, Maria, Müller, Verena, Fabian, Sascha, Meier, Friedegund, Hobelsberger, Sarah, Gellrich, Frank F., Sergon, Mildred, Hauschild, Axel, Weichenthal, Michael, French, Lars E., Heinzerling, Lucie, Schlager, Justin G., Ghoreschi, Kamran, Schlaak, Max, Hilke, Franz J.

Source: Journal of the American Academy of Dermatology; Aug2024, Vol. 91 Issue 2, p366-370, 5p

Patients’ and dermatologists’ preferences in artificial intelligence–driven skin cancer diagnostics: A prospective multicentric survey study

Authors: Garcia, Carina Nogueira, Thamm, Janis, Schuh, Sandra, Welzel, Julia, Maul-Duwendag, Lara Valeska, Georg, Paul, Feldmeyer, Laurence, Bechara, Falk, Steininger, Julian, Lehr, Sophia, Rauschenberg, Ricarda, Eberle, Anna-Lisa, Hartmann, Sören Manfred, Hasler, Helena, Bender-Säbelkampf, Sophia, Bauerschmitz, Jürgen P., Kaufmann, Matthias, Erfurt-Berge, Cornelia, Peitsch, Wiebke Katharina, Wehkamp, Ulrike, Jost, Marion, Franklin, Cindy, Holzgruber, Julia, Haist, Maximilian, Giulini, Mario, Wohlfeil, Sebastian, Faihs, Valentina, Sattler, Elke, Stürmer, Suzan, Krammer, Sebastian, Kendziora, Benjamin, Akcetin, Semra Larissa, Mitwalli, Mohammed, Avci, Pinar, Fiocco, Zeno, Hartmann, Daniela, Fernandes Lobo Pereira, Manuel Pedro, Thiem, Alexander, Aebischer, Valentin, Forchhammer, Stephan, Wolff, Isabel, Haggenmüller, Sarah, Maron, Roman C., Hekler, Achim, Krieghoff-Henning, Eva, Utikal, Jochen S., Gaiser, Maria, Müller, Verena, Fabian, Sascha, Meier, Friedegund, Hobelsberger, Sarah, Gellrich, Frank F., Sergon, Mildred, Hauschild, Axel, Weichenthal, Michael, French, Lars E., Heinzerling, Lucie, Schlager, Justin G., Ghoreschi, Kamran, Schlaak, Max, Hilke, Franz J., Poch, Gabriela, Korsing, Sören, Berking, Carola, Heppt, Markus V., Erdmann, Michael, Haferkamp, Sebastian, Drexler, Konstantin, Schadendorf, Dirk, Sondermann, Wiebke, Goebeler, Matthias, Schilling, Bastian, Kather, Jakob N., Fröhling, Stefan, Kaminski, Katharina, Doppler, Astrid, Bucher, Tabea, Brinker, Titus J.

Source: In Journal of the American Academy of Dermatology August 2024 91(2):366-370

Using multiple real-world dermoscopic photographs of one lesion improves melanoma classification via deep learning.

Authors: Hekler, Achim, Maron, Roman C., Haggenmüller, Sarah, Schmitt, Max, Wies, Christoph, 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, Korsing, Sören, Berking, Carola

Source: Journal of the American Academy of Dermatology; May2024, Vol. 90 Issue 5, p1028-1031, 4p

BRAF and MEK inhibitor combinations induce potent molecular and immunological effects in NRAS‐mutant melanoma cells: Insights into mode of action and resistance mechanisms.

Authors: Dinter, Lisa, Karitzky, Paula C., Schulz, Alexander, Wurm, Alexander A., Mehnert, Marie‐Christin, Sergon, Mildred, Tunger, Antje, Lesche, Mathias, Wehner, Rebekka, Müller, Anja, Käubler, Theresa, Niessner, Heike, Dahl, Andreas, Beissert, Stefan, Schmitz, Marc, Meier, Friedegund, Seliger, Barbara, Westphal, Dana

Source: International Journal of Cancer; Mar2024, Vol. 154 Issue 6, p1057-1072, 16p

Subject Terms: MITOGEN-activated protein kinases, BRAF genes, MELANOMA, PROTEIN kinases, IPILIMUMAB, GENE expression

Federated Learning for Decentralized Artificial Intelligence in Melanoma Diagnostics.

Authors: Haggenmüller, Sarah, Schmitt, Max, Krieghoff-Henning, Eva, Hekler, Achim, Maron, Roman C., Wies, Christoph, 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, Korsing, Sören

Source: JAMA Dermatology; Mar2024, Vol. 160 Issue 3, p303-311, 9p

Successful Combination of Olaparib and ²²⁵Ac-Dotatate in a Patient with Neuroendocrine Tumor G3 and BRCA Mutation.

Authors: Kröcher, Anke, Folprecht, Gunnar, Winzer, Robert, Sergon, Mildred, Bornhäuser, Martin, Kotzerke, Jörg, Brogsitter, Claudia

Source: Case Reports in Oncology; 2023, Vol. 16 Issue 1, p1166-1171, 6p

Subject Terms: NEUROENDOCRINE tumors, BRCA genes, CANCER of unknown primary origin, OLAPARIB, CANCER patients, RETENTION of urine

Hyper-IgE and Carcinoma in CADINS Disease.

Authors: Pietzsch, Leonora, Körholz, Julia, Boschann, Felix, Sergon, Mildred, Dorjbal, Batsukh, Yee, Debra, Gilly, Vanessa, Kämmerer, Eva, Paul, Diana, Kastl, Clemens, Laass, Martin W., Berner, Reinhard, Jacobsen, Eva Maria, Roesler, Joachim, Aust, Daniela, Lee-Kirsch, Min A., Snow, Andrew L., Schuetz, Catharina

Source: Frontiers in Immunology; 5/16/2022, Vol. 13, p1-10, 10p

Subject Terms: CUTANEOUS T-cell lymphoma, COMMON variable immunodeficiency, CERVICAL intraepithelial neoplasia, GENETIC variation, SQUAMOUS cell carcinoma, GENITAL warts, CARCINOMA

Whole-exome sequencing in eccrine porocarcinoma indicates promising therapeutic strategies

Authors: Denisova, Evgeniya, Westphal, Dana, Surowy, Harald M., Meier, Friedegund, Hutter, Barbara, Reifenberger, Julia, Rütten, Arno, Schulz, Alexander, Sergon, Mildred, Ziemer, Mirjana, Brors, Benedikt, Betz, Regina C., Redler, Silke

Source: Cancer Gene Therapy; 20210101, Issue: Preprints p1-12, 12p

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Autoimmune Pankreatitis vom Typ der lymphoplasmazellul�ren sklerosierenden Pankreatitis (LPSP). (German)

Authors: Sergon, Mildred, Kersting, Stephan, Golgor, Elena, Aust, Daniela E., Baretton, Gustavo

Source: Gastroenterologie Up2date; 2011, Vol. 7 Issue 1, p7-12, 6p

1608 DIMINISHED EXPRESSION OF MICRORNA-138, -224 AND -186 CORRELATES WITH UP-REGULATION OF PROSTATE CANCER ASSOCIATED GENES

Authors: Erdmann, Kati, Thomae, Cathleen, Scholze, Jana, Tomasetti, Silke, Kraemer, Kai, Sergon, Mildred, Froehner, Michael, Fuessel, Susanne, Wirth, Manfred P.

Source: In The Journal of Urology April 2011 185(4) Supplement:e645-e645

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1300 DOWN-REGULATION OF SELECTED MICRORNAS CORRELATES WITH EXPRESSION OF PROSTATE CANCER ASSOCIATED GENES.

Authors: Erdmann, Kati, Thomae, Cathleen, Tomasetti, Silke, Krämer, Kai, Sergon, Mildred, Grimm, Marc-Oliver, Füssel, Susanne, Wirth, Manfred P.

Source: Journal of Urology; Apr2010 Supplement, Vol. 183 Issue 4, pe503-e503, 1p