Browse by Keyword "machine learning"

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Browse by Keyword "machine learning"

Item
Publishing Date
dataset3D-surface reconstruction of cellular cryo-soft X-ray microscopy tomograms using semi-supervised deep learningSadeghi, Mohsen; Dyhr, Michael; Moynova, Ralitsa; Knappe, Carolin; Kepsutlu Çakmak, Burcu
2023
Wissenschaftlicher ArtikelA Brief Review of Machine Learning Algorithms in Forest Fires ScienceAlkhatib, Ramez; Sahwan, Wahib; Alkhatieb, Anas; Schütt, Brigitta
2023
Wissenschaftlicher ArtikelA Collaborative Approach for the Development and Application of Machine Learning Solutions for CMR-Based Cardiac Disease ClassificationHuellebrand, Markus; Ivantsits, Matthias; Tautz, Lennart; Kelle, Sebastian; Hennemuth, Anja
2022
Wissenschaftlicher ArtikelA Recurrent Neural Network Model for Predicting Activated Partial Thromboplastin Time After Treatment With Heparin: Retrospective StudyBoie, Sebastian Daniel; Engelhardt, Lilian Jo; Coenen, Nicolas; Giesa, Niklas; Rubarth, Kerstin; Menk, Mario; Balzer, Felix
2022
Wissenschaftlicher ArtikelA Review of the Application of Optical and Radar Remote Sensing Data Fusion to Land Use Mapping and MonitoringJoshi, Neha; Baumann, Matthias; Ehammer, Andrea; Fensholt, Rasmus; Grogan, Kenneth; Hostert, Patrick; Rudbeck Jepsen, Martin; Kuemmerle, Tobias; Meyfroidt, Patrick; Mitchard, Edward T. A.; Reiche, Johannes; Ryan, Casey M.; Waske, Björn
2016
Wissenschaftlicher ArtikelA Systematic Review on Model Watermarking for Neural NetworksBoenisch, Franziska
2021
BachelorarbeitAn alternative confusion matrix implementation for PreCallMilanov, Emil
2020
Wissenschaftlicher ArtikelAn Optimal Time for Treatment-Predicting Circadian Time by Machine Learning and Mathematical ModellingHesse, Janina; Malhan, Deeksha; YalÒ«in, Müge; Aboumanify, Ouda; Basti, Alireza; Relógio, Angela
2020
BachelorarbeitApplying Machine Learning to Credit Decision ModellingSchmieg, Adrian Severin
2023
DissertationAutismus-Spektrum-Störungen im Jugend- und ErwachsenenalterKüpper, Charlotte
2021
Wissenschaftlicher ArtikelAutomated diagnosis of 7 canine skin tumors using machine learning on H&E-stained whole slide imagesFragoso-Garcia, Marco; Wilm, Frauke; Bertram, Christof A.; Merz, Sophie; Schmidt, Anja; Donovan, Taryn; Bartel, Alexander; Diehl, Laura; Puget, Chloe; Klopfleisch, Robert
2023
DissertationAutomated Diagnosis of Seven Major Skin Tumors in Canines Using a Convolutional Neural Network (CNN) on H&E-Stained Whole Slide Images (WSI)Fragoso Garcia, Marco Antonio
2022
Wissenschaftlicher ArtikelBias, bias everywhereKrist, Christina; Kubsch, Marcus
2023
Wissenschaftlicher ArtikelBRAVE-NET: Fully Automated Arterial Brain Vessel Segmentation in Patients With Cerebrovascular DiseaseHilbert, Adam; Madai, Vince I.; Akay, Ela M.; Aydin, Orhun U.; Behland, Jonas; Sobesky, Jan; Galinovic, Ivana; Khalil, Ahmed A.; Taha, Abdel A.; Wuerfel, Jens; Dusek, Petr; Niendorf, Thoralf; Fiebach, Jochen B.; Frey, Dietmar; Livne, Michelle
2020
Wissenschaftlicher ArtikelCan data from native mosquitoes support determining invasive species habitats? Modelling the climatic niche of Aedes japonicus japonicus (Diptera, Culicidae) in GermanyKerkow, Antje; Wieland, Ralf; Früh, Linus; Hölker, Franz; Jeschke, Jonathan M.; Werner, Doreen; Kampen, Helge
2019
DissertationCheminformatics Approaches to Drug DiscoverySiramshetty, Vishal Babu
2019
Wissenschaftlicher ArtikelClassification of Dental Radiographs Using Deep LearningCejudo, Jose E.; Chaurasia, Akhilanand; Feldberg, Ben; Krois, Joachim; Schwendicke, Falk
2021
Wissenschaftlicher ArtikelClassifying and Predicting Surgical Complications After Laryngectomy: A Novel Approach to Diagnosing and Treating PatientsKoenen, Lukas; Arens, Philipp; Olze, Heidi; Dommerich, Steffen
2021
Wissenschaftlicher ArtikelCOL11A1 as an novel biomarker for breast cancer with machine learning and immunohistochemistry validationShi, Wenjie; Chen, Zhilin; Liu, Hui; Miao, Chen; Feng, Ruifa; Wang, Guilin; Chen, Guoping; Chen, Zhitong; Fan, Pingming; Pang, Weiyi; Li, Chen
2022
DissertationComputational analysis of cancer transcriptomes: drug response prediction in colorectal cancer and gene regulatory networks and long non-coding genes in medulloblastomaRisch, Thomas
2022