Search Results - "Hamann, Ulrich"

Thunderstorm Nowcasting With Deep Learning: A Multi‐Hazard Data Fusion Model by Leinonen, Jussi, Hamann, Ulrich, Sideris, Ioannis V., Germann, Urs

“…Predictions of thunderstorm‐related hazards are needed in several sectors, including first responders, infrastructure management and aviation. To address this…”
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The libRadtran software package for radiative transfer calculations (version 2.0.1) by Emde, Claudia, Buras-Schnell, Robert, Kylling, Arve, Mayer, Bernhard, Gasteiger, Josef, Hamann, Ulrich, Kylling, Jonas, Richter, Bettina, Pause, Christian, Dowling, Timothy, Bugliaro, Luca

“…libRadtran is a widely used software package for radiative transfer calculations. It allows one to compute (polarized) radiances, irradiance, and actinic…”
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Satellite-Based Rainfall Retrieval: From Generalized Linear Models to Artificial Neural Networks by Beusch, Lea, Foresti, Loris, Gabella, Marco, Hamann, Ulrich

“…In this study, we develop and compare satellite rainfall retrievals based on generalized linear models and artificial neural networks. Both approaches are used…”
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Measurement of Precipitation in the Alps Using Dual-Polarization C-Band Ground-Based Radars, the GPM Spaceborne Ku-Band Radar, and Rain Gauges by Gabella, Marco, Speirs, Peter, Hamann, Ulrich, Germann, Urs, Berne, Alexis

“…The complex problem of quantitative precipitation estimation in the Alpine region is tackled from four different points of view: (1) the modern MeteoSwiss…”
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Circulating immunogenic cell death biomarkers HMGB1 and RAGE in breast cancer patients during neoadjuvant chemotherapy by Stoetzer, Oliver J., Fersching, Debora M. I., Salat, Christoph, Steinkohl, Oliver, Gabka, Christian J, Hamann, Ulrich, Braun, Michael, Feller, Axel-Mario, Heinemann, Volker, Siegele, Barbara, Nagel, Dorothea, Holdenrieder, Stefan

“…Neoadjuvant chemotherapy in breast cancer patients aims at preoperative reduction of tumor volume for better resection results and prognosis. As not all…”
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In der Schokoladenfabrik: IT-Sicherheit spielerisch verbessern by Hamann, Ulrich

“…Current cyber attacks and new IT compliance regulations place great importance on the "human factor" for data security and data protection. An important…”
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Exploiting radar polarimetry for nowcasting thunderstorm hazards using deep learning by Rombeek, Nathalie, Leinonen, Jussi, Hamann, Ulrich

“…This work presents the importance of polarimetric variables as an additional data source for nowcasting thunderstorm hazards using an existing neural network…”
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Nowcasting thunderstorm hazards using machine learning: the impact of data sources on performance by Leinonen, Jussi, Hamann, Ulrich, Germann, Urs, Mecikalski, John R

“…In order to aid feature selection in thunderstorm nowcasting, we present an analysis of the utility of various sources of data for machine-learning-based…”
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Quality of life in breast cancer patients and surgical results of immediate tissue expander/implant-based breast reconstruction after mastectomy by Hamann, Moritz, Brunnbauer, Melanie, Scheithauer, Heike, Hamann, Ulrich, Braun, Michael, Pölcher, Martin

“…Objectives The purpose of this study was to analyze the effects of prior radiotherapy (RT) as well as postmastectomy radiotherapy (PMRT) on patient-reported…”
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HAMSTER: Hyperspectral Albedo Maps dataset with high Spatial and TEmporal Resolution by Roccetti, Giulia, Bugliaro, Luca, Gödde, Felix, Emde, Claudia, Hamann, Ulrich, Manev, Mihail, Sterzik, Michael Fritz, Wehrum, Cedric

“…Surface albedo is an important parameter in radiative-transfer simulations of the Earth's system as it is fundamental for correctly calculating the energy…”
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Improved systemic treatment for early breast cancer improves cure rates, modifies metastatic pattern and shortens post-metastatic survival: 35-year results from the Munich Cancer Registry by Hölzel, Dieter, Eckel, Renate, Bauerfeind, Ingo, Baier, Bernd, Beck, Thomas, Braun, Michael, Ettl, Johannes, Hamann, Ulrich, Kiechle, Marion, Mahner, Sven, Schindlbeck, Christian, de Waal, Johann, Harbeck, Nadia, Engel, Jutta

“…Purpose Systemic therapies (ATHs) in early breast cancer have improved the survival of breast cancer (BC) patients in recent decades. The magnitude of the…”
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In der Schokoladenfabrik: IT-Sicherheit spielerisch verbessern by Hamann, Ulrich

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Survival of de novo stage IV breast cancer patients over three decades by Hölzel, Dieter, Eckel, Renate, Bauerfeind, Ingo, Baier, Bernd, Beck, Thomas, Braun, Michael, Ettl, Johannes, Hamann, Ulrich, Harbeck, Nadia, Kiechle, Marion, Mahner, Sven, Schindlbeck, Christian, de Waal, Johann, Engel, Jutta

“…Background De novo stage IV breast cancer patients (BC IV ) depict a clinical picture not influenced by adjuvant therapy. Therefore, the time-dependent impact…”
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EVALUATING AND IMPROVING CLOUD PARAMETER RETRIEVALS by Roebeling, Rob, Baum, Bryan, Bennartz, Ralf, Hamann, Ulrich, Heidinger, Andy, Thoss, Anke, Walther, Andi

“…On a different topic, the session on "Cloud Reference Observations" included several presentations on the capabilities of recent active satellite instruments,…”
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PyTroll: An Open-Source, Community-Driven Python Framework to Process Earth Observation Satellite Data by Raspaud, Martin, Hoese, David, Dybbroe, Adam, Lahtinen, Panu, Devasthale, Abhay, Itkin, Mikhail, Hamann, Ulrich, Rasmussen, Lars Ørum, Nielsen, Esben Stigård, Leppelt, Thomas, Maul, Alexander, Kliche, Christian, Thorsteinsson, Hrobjartur

“…PyTroll (http://pytroll.org) is a suite of open-source easy-to-use Python packages to facilitate processing and efficient sharing of Earth Observation (EO)…”
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Prediction of response to neoadjuvant chemotherapy in breast cancer patients by circulating apoptotic biomarkers nucleosomes, DNAse, cytokeratin-18 fragments and survivin by Stoetzer, Oliver J, Fersching, Debora M.I, Salat, Christoph, Steinkohl, Oliver, Gabka, Christian J, Hamann, Ulrich, Braun, Michael, Feller, Axel-Mario, Heinemann, Volker, Siegele, Barbara, Nagel, Dorothea, Holdenrieder, Stefan

“…Highlights • Circulating nucleosomes and survivin are elevated in sera of patients with locally confined and metastatic breast cancer. • Cytokeratin-18…”
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Adjuvant Therapies for Breast Cancer Improve Cure Rates but Appear to Shorten Post-Metastatic Survival by Harbeck, Nadia, Hölzel, Dieter, Eckel, Renate, Bauerfeind, Ingo, Baier, Bernd, Beck, Thomas, Braun, Michael, Ettl, Johannes, Hamann, Ulrich, Kiechle, Marion, Mahner, Sven, Schindlbeck, Christian, de Waal, Johann, Engel, Jutta

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PO141 - Adjuvant Therapies for Breast Cancer Improve Cure Rates but Appear to Shorten Post-Metastatic Survival by Harbeck, Nadia, Hölzel, Dieter, Eckel, Renate, Bauerfeind, Ingo, Baier, Bernd, Beck, Thomas, Braun, Michael, Ettl, Johannes, Hamann, Ulrich, Kiechle, Marion, Mahner, Sven, Schindlbeck, Christian, de Waal, Johann, Engel, Jutta

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SUMMARY OF THE FOURTH CLOUD RETRIEVAL EVALUATION WORKSHOP by Roebeling, Rob, Baum, Bryan, Bennartz, Ralf, Hamann, Ulrich, Heidinger, Andrew, Meirink, Jan Fokke, Stengel, Martin, Thoss, Anke, Walther, Andi, Watts, Phil

“…The presentations in the session "Cloud parameter retrieval evaluations" covered the latest results of intercomparison and validation assessments of cloud…”
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Seamless lightning nowcasting with recurrent-convolutional deep learning by Leinonen, Jussi, Hamann, Ulrich, Germann, Urs

“…Artif. Intell. Earth Syst., 1, e220043 (2022) A deep learning model is presented to nowcast the occurrence of lightning at a five-minute time resolution 60…”
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