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A

Achim Hekler

Helmholtz Association
H指数:30
被引数:4,867

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Prospective multicenter study using artificial intelligence to improve dermoscopic melanoma diagnosis in patient care

使用人工智能改善患者护理中皮肤镜黑色素瘤诊断的前瞻性多中心研究

COMMUNICATIONS MEDICINE
IF6.3
2024-09-112
OA
Heinlein, Lukas; Maron, Roman C.; Hekler, Achim; Haggenmueller, 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, Soeren; 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.
Using multiple real-world dermoscopic photographs of one lesion improves melanoma classification via deep learning
JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY
IF11.8
2024-05-011
OAAI
Hekler, Achim; Maron, Roman C.; Haggenmueller, 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, Soeren; 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.
Federated Learning for Decentralized Artificial Intelligence in Melanoma Diagnostics
JAMA DERMATOLOGY
IF11
2024-03-0110
OAAI
Haggenmueller, 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, Soeren; Berking, Carola; Heppt, Markus V.; Erdmann, Michael; Haferkamp, Sebastian; Drexler, Konstantin; Schadendorf, Dirk; Sondermann, Wiebke; Goebeler, Matthias; Schilling, Bastian; Kather, Jakob N.; Froehling, Stefan; Brinker, Titus J.
Model soups improve performance of dermoscopic skin cancer classifiers

模型汤提高了皮肤镜皮肤癌分类器的性能

EUROPEAN JOURNAL OF CANCER
IF7.1
2022-09-013
PRE
Maron, Roman C.; Hekler, Achim; Haggenmueller, Sarah; von Kalle, Christof; Utikal, Jochen S.; Mueller, Verena; Gaiser, Maria; 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, Soren; 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.; Krieghoff-Henning, Eva; Brinker, Titus J.
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

EUROPEAN JOURNAL OF CANCER
IF7.1
2022-05-0162
OA
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.
Diagnostic performance of artificial intelligence for histologic melanoma recognition compared to 18 international expert pathologists
JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY
IF11.8
2022-03-0131
PRE
Brinker, 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
Original Research Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts
EUROPEAN JOURNAL OF CANCER
IF7.1
2021-10-01123
OA
Haggenmueller, 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.
Deep learning approach to predict sentinel lymph node status directly from routine histology of primary melanoma tumours
EUROPEAN JOURNAL OF CANCER
IF7.1
2021-09-0138
OA
Brinker, 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.
Original Research A benchmark for neural network robustness in skin cancer classification
EUROPEAN JOURNAL OF CANCER
IF7.1
2021-09-0134
PRE
Maron, Roman C.; Schlager, Justin G.; Haggenmuller, Sarah; von Kalle, Christof; Utikal, Jochen S.; Meier, Friedegund; Gellrich, Frank F.; Hobelsberger, Sarah; Hauschild, Axel; French, Lars; Heinzerling, Lucie; Schlaak, Max; Ghoreschi, Kamran; Hilke, Franz J.; Poch, Gabriela; Heppt, Markus, V; Berking, Carola; Haferkamp, Sebastian; Sondermann, Wiebke; Schadendorf, Dirk; Schilling, Bastian; Goebeler, Matthias; Krieghoff-Henning, Eva; Hekler, Achim; Frohling, Stefan; Lipka, Daniel B.; Kather, Jakob N.; Brinker, Titus J.
Integrating Patient Data Into Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review
JOURNAL OF MEDICAL INTERNET RESEARCH
IF6
2021-07-0231
OA
Hoehn, 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
Original Research Combining CNN-based histologic whole slide image analysis and patient data to improve skin cancer classification
EUROPEAN JOURNAL OF CANCER
IF7.1
2021-05-0156
OAAI
Hoehn, 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.
Robustness of convolutional neural networks in recognition of pigmented skin lesions
EUROPEAN JOURNAL OF CANCER
IF7.1
2021-03-0131
OA
Maron, 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.
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

JOURNAL OF MEDICAL INTERNET RESEARCH
IF6
2021-02-0236
OA
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
Artificial Intelligence and Its Effect on Dermatologists' Accuracy in Dermoscopic Melanoma Image Classification: Web-Based Survey Study
JOURNAL OF MEDICAL INTERNET RESEARCH
IF6
2020-09-1150
OA
Maron, Roman C.; Utikal, Jochen S.; Hekler, Achim; Hauschild, Axel; Sattler, Elke; Sondermann, Wiebke; Haferkamp, Sebastian; Schilling, Bastian; Heppt, Markus, V; Jansen, Philipp; Reinholz, Markus; Franklin, Cindy; Schmitt, Laurenz; Hartmann, Daniela; Krieghoff-Henning, Eva; Schmitt, Max; Weichenthal, Michael; von Kalle, Christof; Frohling, Stefan; Brinker, Titus J.

研究方向

暂未获取到该数据
T
Titus J. Brinker
H 指数:46论文数:243被引数:8,880
J
Jochen Utikal
H 指数:87论文数:908被引数:4.5万
D
Dirk Schadendorf
H 指数:182论文数:2,386被引数:22.2万
C
Christof von Kalle
H 指数:110论文数:602被引数:6.3万
E
Eva Krieghoff‐Henning
H 指数:26论文数:70被引数:2,415
S
Stefan Fröhling
H 指数:21论文数:36被引数:3,109
A
Axel Hauschild
H 指数:110论文数:819被引数:7.2万
S
Sebastian Haferkamp
H 指数:51论文数:240被引数:1.1万
B
Bastian Schilling
H 指数:65论文数:461被引数:2.3万
W
Wiebke Sondermann
H 指数:30论文数:149被引数:3,558