Search Results - "Benz, Michaela"

Novel Criteria for Intratumoral Budding with Prognostic Relevance for Colon Cancer and Its Histological Subtypes by Pour Farid, Pantea, Eckstein, Markus, Merkel, Susanne, Grützmann, Robert, Hartmann, Arndt, Bruns, Volker, Benz, Michaela, Schneider-Stock, Regine, Geppert, Carol I

“…Peritumoral budding and intratumoral budding (ITB) are important prognostic factors for colorectal cancer patients. Scientists worldwide have investigated the…”
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Domain Transfer in Histopathology using Multi-ProtoNets with Interactive Prototype Adaptation by Kletzander, Rosalie, Kuritcyn, Petr, Bruns, Volker, Eckstein, Markus, Geppert, Carol, Hartmann, Arndt, Benz, Michaela

“…Few-shot learning addresses the problem of classification when little data or few labels are available. This is especially relevant in histopathology, where…”
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Towards interactive AI-authoring with prototypical few-shot classifiers in histopathology by Kuritcyn, Petr, Kletzander, Rosalie, Eisenberg, Sophia, Wittenberg, Thomas, Bruns, Volker, Evert, Katja, Keil, Felix, Ziegler, Paul K., Bankov, Katrin, Wild, Peter, Eckstein, Markus, Hartmann, Arndt, Geppert, Carol I., Benz, Michaela

“…A vast multitude of tasks in histopathology could potentially benefit from the support of artificial intelligence (AI). Many examples have been shown in the…”
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Lymph node metastases detection in Whole Slide Images using prototypical patterns and transformer-guided multiple instance learning by Heinlein, Lukas, Benz, Michaela, Kuritcyn, Petr, Bruns, Volker, Hartmann, Arndt, Keil, Felix, Geppert, Carol, Evert, Katja, Wittenberg, Thomas

“…Background: The examination of lymph nodes (LNs) regarding metastases is vital for the staging of cancer patients, which is necessary for diagnosis and…”
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Acquisition of Semantics for AI-based Applications in Medical Technologies by Wittenberg, Thomas, Benz, Michaela, Foltyn, Andreas, Hackner, Ralf, Hetzel, Julia, Wiesmann, Veit, Eixelberger, Thomas

“…For the development, training, and validation of AIbased procedures, such as the analysis of clinical data, prediction of critical events, or planning of…”
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Robust Colon Tissue Cartography with Semi-Supervision by Dexl, Jakob, Benz, Michaela, Kuritcyn, Petr, Wittenberg, Thomas, Bruns, Volker, Geppert, Carol, Hartmann, Arndt, Bischl, Bernd, Goschenhofer, Jann

“…We explore the task of tissue classification for colon cancer histology in a low label regime comparing a semi-supervised and a supervised learning strategy in…”
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Explaining and Evaluating Deep Tissue Classification by Visualizing Activations of Most Relevant Intermediate Layers by Mohammed, Aliya, Geppert, Carol, Hartmann, Arnd, Kuritcyn, Petr, Bruns, Volker, Schmid, Ute, Wittenberg, Thomas, Benz, Michaela, Finzel, Bettina

“…Deep Learning-based tissue classification may support pathologists in analyzing digitized whole slide images. However, in such critical tasks, only approaches…”
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Reliability of a Method for Computing Facial Symmetry Plane and Degree of Asymmetry Based on 3D-data by Hartmann, Jutta, Meyer-Marcotty, Philipp, Benz, Michaela, Häusler, Gerd, Stellzig-Eisenhauer, Angelika

“…The objective of this study was to analyze the reliability of a landmark-independent method for determining the facial symmetry plane and degree of asymmetry…”
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Influence of Early Hard Palate Closure in Unilateral and Bilateral Cleft Lip and Palate on Maxillary Transverse Growth during the First Four Years of Age by Lehner, Bernhard, Wiltfang, Joerg, Strobel-Schwarthoff, Karin, Benz, Michaela, Hirschfelder, Ursula, Neukam, Friedrich-Wilhelm

“…Objective To evaluate and compare the effects of early primary closure of the hard palate on the anterior and posterior width of the maxillary arch in children…”
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Acquisition of Semantics for AI-based Applications in Medical Technologies: An overview by Wittenberg, Thomas, Benz, Michaela, Foltyn, Andreas, Hackner, Ralf, Hetzel, Julia, Wiesmann, Veit, Eixelberger, Thomas

“…Abstract For the development, training, and validation of AIbased procedures, such as the analysis of clinical data, prediction of critical events, or planning…”
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Tumor-Stroma Ratio in Colorectal Cancer-Comparison between Human Estimation and Automated Assessment by Firmbach, Daniel, Benz, Michaela, Kuritcyn, Petr, Bruns, Volker, Lang-Schwarz, Corinna, Stuebs, Frederik A, Merkel, Susanne, Leikauf, Leah-Sophie, Braunschweig, Anna-Lea, Oldenburger, Angelika, Gloßner, Laura, Abele, Niklas, Eck, Christine, Matek, Christian, Hartmann, Arndt, Geppert, Carol I

“…The tumor-stroma ratio (TSR) has been repeatedly shown to be a prognostic factor for survival prediction of different cancer types. However, an objective and…”
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Fast whole-slide cartography in colon cancer histology using superpixels and CNN classification by Wilm, Frauke, Benz, Michaela, Bruns, Volker, Baghdadlian, Serop, Dexl, Jakob, Hartmann, David, Kuritcyn, Petr, Weidenfeller, Martin, Wittenberg, Thomas, Merkel, Susanne, Hartmann, Arndt, Eckstein, Markus, Geppert, Carol Immanuel

“…Purpose: Automatic outlining of different tissue types in digitized histological specimen provides a basis for follow-up analyses and can potentially guide…”
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Multi-Prototype Few-shot Learning in Histopathology by Deuschel, Jessica, Firmbach, Daniel, Geppert, Carol I., Eckstein, Markus, Hartmann, Arndt, Bruns, Volker, Kuritcyn, Petr, Dexl, Jakob, Hartmann, David, Perrin, Dominik, Wittenberg, Thomas, Benz, Michaela

“…The ability to adapt quickly to a new task or data distribution based on only a few examples is a challenge in AI and highly relevant for various domains. In…”
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Computer-assisted Diagnosis (CAD) in Colposcopy: Evaluation of a Pilot Study by MEHLHORN, Grit, KAGE, Andreas, MÜNZENMAYER, Christian, BENZ, Michaela, KOCH, Martin C, BECKMANN, Matthias W, WITTENBERG, Thomas

“…A prototype system for computer-assisted colposcopic diagnosis (CAD) currently achieves a high level of accuracy of 80% (sensitivity 85%, specificity 75%) for…”
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Computer-Assisted Diagnosis in Colposcopy: Results of a Preliminary Experiment? by Mehlhorn, Grit, Münzenmayer, Christian, Benz, Michaela, Kage, Andreas, Beckmann, Matthias W., Wittenberg, Thomas

“…Purpose: Diagnosis of cervical intraepithelial neoplasia (CIN) is currently based on the histological result of an aiming biopsy. This preliminary study…”
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Subjective assessment of ovarian masses using pattern recognition: the impact of experience on diagnostic performance and interobserver variability by Faschingbauer, Florian, Benz, Michaela, Häberle, Lothar, Goecke, Tamme W., Beckmann, Matthias W., Renner, Stefan, Müller, Andreas, Wittenberg, Thomas, Münzenmayer, Christian

“…Purpose To compare diagnostic performance and interobserver variability in a group of 36 examiners, with four different levels of experience. Methods Nine…”
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MitoDet: Simple and robust mitosis detection by Dexl, Jakob, Benz, Michaela, Bruns, Volker, Kuritcyn, Petr, Wittenberg, Thomas

“…Mitotic figure detection is a challenging task in digital pathology that has a direct impact on therapeutic decisions. While automated methods often achieve…”
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Validation of In Vivo Assessment of Facial Soft-Tissue Volume Changes and Clinical Application in Midfacial Distraction: A Technical Report by Nkenke, Emeka, Langer, Astrid, Laboureux, Xavier, Benz, Michaela, Maier, Tobias, Kramer, Manuel, Häusler, Gerd, Kessler, Peter, Wiltfang, Jörg, Neukam, Friedrich Wilhelm

“…The purpose of this study was to validate the assessment of visible volume changes of the facial soft tissue with an optical three-dimensional sensor and to…”
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Relative en- and exophthalmometry in zygomatic fractures comparing optical non-contact, non-ionizing 3D imaging to the Hertel instrument and computed tomography by Nkenke, Emeka, Benz, Michaela, Maier, Tobias, Wiltfang, Jörg, Holbach, Leonard M, Kramer, Manuel, Häusler, Gerd, Neukam, Friedrich Wilhelm

“…Aim: It is the aim of the present study to introduce non-contact, non-invasive optical 3D imaging to relative exophthalmometry and to compare the resulting…”
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Fast whole-slide cartography in colon cancer histology using superpixels and CNN classification by Wilm, Frauke, Benz, Michaela, Bruns, Volker, Baghdadlian, Serop, Dexl, Jakob, Hartmann, David, Kuritcyn, Petr, Weidenfeller, Martin, Wittenberg, Thomas, Merkel, Susanne, Hartmann, Arndt, Eckstein, Markus, Geppert, Carol I

“…J. Med. Imag. 9(2), 027501 (2022) Automatic outlining of different tissue types in digitized histological specimen provides a basis for follow-up analyses and…”
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