Machine learning models for diagnosis and prognosis of Parkinson's disease using brain imaging: general overview, main challenges, and future directions by Beatriz Garcia Santa Cruz, Andreas Husch, Frank Hertel

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PaCER - A fully automated method for electrode trajectory and contact reconstruction in deep brain stimulation by Andreas Husch, Mikkel V. Petersen, Peter Gemmar, Jorge Goncalves, Frank Hertel

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Sensor-Based Quantification of MDS-UPDRS III Subitems in Parkinson’s Disease Using Machine Learning by Rene Peter Bremm, Lukas Pavelka, Maria Moscardo Garcia, Laurent Mombaerts, Rejko Krüger, Frank Hertel

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Differentiation of primary CNS lymphoma and glioblastoma using Raman spectroscopy and machine learning algorithms by Gilbert Georg Klamminger, Karoline Klein, Laurent Mombaerts, Finn Jelke, Giulia Mirizzi, Rédouane Slimani, Andreas Husch, Michel Mittelbronn, Frank Hertel, Felix Bruno Kleine Borgmann

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Machine Learning-Assisted Classification of Paraffin-Embedded Brain Tumors with Raman Spectroscopy by Gilbert Georg Klamminger, Laurent Mombaerts, Françoise Kemp, Finn Jelke, Karoline Klein, Rédouane Slimani, Giulia Mirizzi, Andreas Husch, Frank Hertel, Michel Mittelbronn, Felix B. Kleine Borgmann

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Intraoperative discrimination of native meningioma and dura mater by Raman spectroscopy by Finn Jelke, Giulia Mirizzi, Felix Kleine Borgmann, Andreas Husch, Rédouane Slimani, Gilbert Georg Klamminger, Karoline Klein, Laurent Mombaerts, Jean-Jacques Gérardy, Michel Mittelbronn, Frank Hertel

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Generalising from conventional pipelines using deep learning in high-throughput screening workflows by Beatriz Garcia Santa Cruz, Jan Slter, Gemma Gomez-Giro, Claudia Saraiva, Sonia Sabate-Soler, Jennifer Modamio, Kyriaki Barmpa, Jens Christian Schwamborn, Frank Hertel, Javier Jarazo, Andreas Husch

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Impact of Formalin- and Cryofixation on Raman Spectra of Human Tissues and Strategies for Tumor Bank Inclusion by Giulia Mirizzi, Finn Jelke, Michel Pilot, Karoline Klein, Gilbert Georg Klamminger, Jean-Jacques Gérardy, Marily Theodoropoulou, Laurent Mombaerts, Andreas Husch, Michel Mittelbronn, Frank Hertel, Felix Bruno Kleine Borgmann

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Computational Assessment of Spectral Heterogeneity within Fresh Glioblastoma Tissue Using Raman Spectroscopy and Machine Learning Algorithms by Karoline Klein, Gilbert Georg Klamminger, Laurent Mombaerts, Finn Jelke, Isabel Fernandes Arroteia, Rédouane Slimani, Giulia Mirizzi, Andreas Husch, Katrin B. M. Frauenknecht, Michel Mittelbronn, Frank Hertel, Felix B. Kleine Borgmann

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Stem cell-associated heterogeneity in Glioblastoma results from intrinsic tumor plasticity shaped by the microenvironment by Anne Dirkse, Anna Golebiewska, Thomas Buder, Petr V. Nazarov, Arnaud Muller, Suresh Poovathingal, Nicolaas H. C. Brons, Sonia Leite, Nicolas Sauvageot, Dzjemma Sarkisjan, Mathieu Seyfrid, Sabrina Fritah, Daniel Stieber, Alessandro Michelucci, Frank Hertel, Christel Herold-Mende, Francisco Azuaje, Alexander Skupin, Rolf Bjerkvig, Andreas Deutsch, Anja Voss-Böhme, Simone P. Niclou

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Glioblastoma-instructed microglia transition to heterogeneous phenotypic states with phagocytic and dendritic cell-like features in patient tumors and patient-derived orthotopic xe... by Yahaya A. Yabo, Pilar M. Moreno-Sanchez, Yolanda Pires-Afonso, Tony Kaoma, Bakhtiyor Nosirov, Andrea Scafidi, Luca Ermini, Anuja Lipsa, Anaïs Oudin, Dimitrios Kyriakis, Kamil Grzyb, Suresh K. Poovathingal, Aurélie Poli, Arnaud Muller, Reka Toth, Barbara Klink, Guy Berchem, Christophe Berthold, Frank Hertel, Michel Mittelbronn, Dieter H. Heiland, Alexander Skupin, Petr V. Nazarov, Simone P. Niclou, Alessandro Michelucci, Anna Golebiewska

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