Lymph node metastases detection in Whole Slide Images using prototypical patterns and transformer-guided multiple instance learning

Autor: Heinlein Lukas, Benz Michaela, Kuritcyn Petr, Bruns Volker, Hartmann Arndt, Keil Felix, Geppert Carol, Evert Katja, Wittenberg Thomas

Publikováno v: Current Directions in Biomedical Engineering, Vol 9, Iss 1, Pp 166-169 (2023)

Background: The examination of lymph nodes (LNs) regarding metastases is vital for the staging of cancer patients, which is necessary for diagnosis and adequate treatment selection. Advancements in digital pathology, utilizing Whole-Slide Images (WSI

Externí odkaz: https://doaj.org/article/5e3f07f60dad4f0cbd9b9ead58a31877

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

Autor: 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.

Early detection of melanoma, a potentially lethal type of skin cancer with high prevalence worldwide, improves patient prognosis. In retrospective studies, artificial intelligence (AI) has proven to be helpful for enhancing melanoma detection. Howeve

Externí odkaz: http://arxiv.org/abs/2401.14193

A Comparison of Cloud Storage Technologies as Sources of Digital Evidence

Autor: Büter, Regine, Engst, German, Esser, Kai, Freiling, Felix, Friedrich, Kay, Friedrich, Tim, Hammer, Andreas, Heine, Lukas, Heinlein, Lukas, Korn, Oliver, Minuth, Christian, Müller, Manuel, Müller, Nico, Reithmeier, Juliane, Ripley, Nora, Schulze, Matti, Sievers, Merlin, Srikhaolan, Charinee, Zenk, Johan

Due to their ease of use and their reliability, managed storage services "in the cloud" have become a standard way to store personal files for many users. In fact, many apps on mobile devices use local storage on the client merely as a cache for data

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c51bceab3d05cd7c7146d636ebcb742b
https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/21045

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

Autor: Heinlein L; Digital Biomarkers for Oncology Group, German Cancer Research Center (DKFZ), Heidelberg, Germany., Maron RC; Digital Biomarkers for Oncology Group, German Cancer Research Center (DKFZ), Heidelberg, Germany., Hekler A; Digital Biomarkers for Oncology Group, German Cancer Research Center (DKFZ), Heidelberg, Germany., Haggenmüller S; Digital Biomarkers for Oncology Group, German Cancer Research Center (DKFZ), Heidelberg, Germany., Wies C; Digital Biomarkers for Oncology Group, German Cancer Research Center (DKFZ), Heidelberg, Germany.; Medical Faculty, University Heidelberg, Heidelberg, Germany., Utikal JS; Department of Dermatology, Venereology and Allergology, University Medical Center Mannheim, Ruprecht-Karl University of Heidelberg, Mannheim, Germany.; Skin Cancer Unit, German Cancer Research Center (DKFZ), Heidelberg, Germany.; DKFZ Hector Cancer Institute at the University Medical Center Mannheim, Mannheim, Germany., Meier F; Department of Dermatology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany.; Skin Cancer Center at the University Cancer Centre Dresden and National Center for Tumor Diseases, Dresden, Germany., Hobelsberger S; Department of Dermatology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany., Gellrich FF; Department of Dermatology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany., Sergon M; Department of Dermatology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany., Hauschild A; Department of Dermatology, University Hospital (UKSH), Kiel, Germany., French LE; Department of Dermatology and Allergy, University Hospital, LMU Munich, Munich, Germany.; Dr. Phillip Frost Department of Dermatology and Cutaneous Surgery, University of Miami, Miller School of Medicine, Miami, FL, USA., Heinzerling L; Department of Dermatology and Allergy, University Hospital, LMU Munich, Munich, Germany.; Department of Dermatology, University Hospital Erlangen, Comprehensive Cancer Center Erlangen-European Metropolitan Region Nürnberg, CCC Alliance WERA, Erlangen, Germany., Schlager JG; Department of Dermatology and Allergy, University Hospital, LMU Munich, Munich, Germany., Ghoreschi K; Department of Dermatology, Venereology and Allergology, Charité-Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany., Schlaak M; Department of Dermatology, Venereology and Allergology, Charité-Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany., Hilke FJ; Department of Dermatology, Venereology and Allergology, Charité-Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany., Poch G; Department of Dermatology, Venereology and Allergology, Charité-Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany., Korsing S; Department of Dermatology, Venereology and Allergology, Charité-Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany., Berking C; Department of Dermatology, University Hospital Erlangen, Comprehensive Cancer Center Erlangen-European Metropolitan Region Nürnberg, CCC Alliance WERA, Erlangen, Germany., Heppt MV; Department of Dermatology, University Hospital Erlangen, Comprehensive Cancer Center Erlangen-European Metropolitan Region Nürnberg, CCC Alliance WERA, Erlangen, Germany., Erdmann M; Department of Dermatology, University Hospital Erlangen, Comprehensive Cancer Center Erlangen-European Metropolitan Region Nürnberg, CCC Alliance WERA, Erlangen, Germany., Haferkamp S; Department of Dermatology, University Hospital Regensburg, Regensburg, Germany., Drexler K; Department of Dermatology, University Hospital Regensburg, Regensburg, Germany., Schadendorf D; Department of Dermatology, Venereology and Allergology, University Hospital Essen, University Duisburg-Essen, Essen, Germany., Sondermann W; Department of Dermatology, Venereology and Allergology, University Hospital Essen, University Duisburg-Essen, Essen, Germany., Goebeler M; Department of Dermatology, Venereology and Allergology, University Hospital Würzburg and National Center for Tumor Diseases (NCT) WERA, Würzburg, Germany., Schilling B; Department of Dermatology, Venereology and Allergology, University Hospital Würzburg and National Center for Tumor Diseases (NCT) WERA, Würzburg, Germany., Krieghoff-Henning E; Digital Biomarkers for Oncology Group, German Cancer Research Center (DKFZ), Heidelberg, Germany., Brinker TJ; Digital Biomarkers for Oncology Group, German Cancer Research Center (DKFZ), Heidelberg, Germany. titus.brinker@dkfz.de.

Publikováno v: Communications medicine [Commun Med (Lond)] 2024 Sep 11; Vol. 4 (1), pp. 177. Date of Electronic Publication: 2024 Sep 11.