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Navigating the maze of mass spectra: a machine-learning guide to identifying diagnostic ions in O-glycan analysis: Navigating the maze of mass spectra: a machine-learning guide to identifying diagnostic ions in O-glycan analysis
Urban, James, Joeres, Roman, Thomès, Luc, Thomsson, Kristina A., Bojar, Daniel
Published in Analytical and bioanalytical chemistry (01.02.2025)
Published in Analytical and bioanalytical chemistry (01.02.2025)
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Journal Article
An improved machine learning pipeline for urinary volatiles disease detection: Diagnosing diabetes
Martinez-Vernon, Andrea S., Covington, James A., Arasaradnam, Ramesh P., Esfahani, Siavash, O’Connell, Nicola, Kyrou, Ioannis, Savage, Richard S.
Published in PloS one (27.09.2018)
Published in PloS one (27.09.2018)
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Journal Article
Implementation of machine learning algorithms for detecting missing radioactive material
Durbin, Matthew, Lintereur, Azaree
Published in Journal of radioanalytical and nuclear chemistry (01.06.2020)
Published in Journal of radioanalytical and nuclear chemistry (01.06.2020)
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Journal Article
Unsupervised machine learning using an imaging mass spectrometry dataset automatically reassembles grey and white matter
Nampei, Makoto, Horikawa, Makoto, Ishizu, Keisuke, Yamazaki, Fumiyoshi, Yamada, Hidemoto, Kahyo, Tomoaki, Setou, Mitsutoshi
Published in Scientific reports (13.09.2019)
Published in Scientific reports (13.09.2019)
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Journal Article
Towards machine learning aided real-time range imaging in proton therapy
Lerendegui-Marco, Jorge, Balibrea-Correa, Javier, Babiano-Suárez, Víctor, Ladarescu, Ion, Domingo-Pardo, César
Published in Scientific reports (17.02.2022)
Published in Scientific reports (17.02.2022)
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Journal Article
Fast Pathogen Identification Using Single-Cell Matrix-Assisted Laser Desorption/Ionization-Aerosol Time-of-Flight Mass Spectrometry Data and Deep Learning Methods
Papagiannopoulou, Christina, Parchen, René, Rubbens, Peter, Waegeman, Willem
Published in Analytical chemistry (Washington) (02.06.2020)
Published in Analytical chemistry (Washington) (02.06.2020)
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Journal Article
Quantification of tumor microenvironment acidity in glioblastoma using principal component analysis of dynamic susceptibility contrast enhanced MR imaging
Akbari, Hamed, Kazerooni, Anahita Fathi, Ware, Jeffrey B., Mamourian, Elizabeth, Anderson, Hannah, Guiry, Samantha, Sako, Chiharu, Raymond, Catalina, Yao, Jingwen, Brem, Steven, O’Rourke, Donald M., Desai, Arati S., Bagley, Stephen J., Ellingson, Benjamin M., Davatzikos, Christos, Nabavizadeh, Ali
Published in Scientific reports (22.07.2021)
Published in Scientific reports (22.07.2021)
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Journal Article
Rapid Diagnostics for Colorectal Cancer using Lab-on-Chip Technology with Machine Learning
Yapeter, Calista Adele, Gulli, Costanza, Mantikas, Katerina-Theresa, Lali, Francis, Moser, Nicolas, Simillis, Constantinos, Kalofonou, Melpomeni, Georgiou, Pantelis
Published in IEEE International Symposium on Circuits and Systems proceedings (19.05.2024)
Published in IEEE International Symposium on Circuits and Systems proceedings (19.05.2024)
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Conference Proceeding
Energy Efficiency of Inference Algorithms for Clinical Laboratory Data Sets: Green Artificial Intelligence Study
Yu, Jia-Ruei, Chen, Chun-Hsien, Huang, Tsung-Wei, Lu, Jang-Jih, Chung, Chia-Ru, Lin, Ting-Wei, Wu, Min-Hsien, Tseng, Yi-Ju, Wang, Hsin-Yao
Published in Journal of medical Internet research (25.01.2022)
Published in Journal of medical Internet research (25.01.2022)
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Journal Article
Integrating Computational Thinking Diagnostic Mechanism and Reflective Learning: An Innovative Approach to Enhance Learning Outcomes in Introductory Programming
Wu, Ting‐Ting, Lee, Hsin‐Yu, Chen, Pei‐Hua, Wang, Wei‐Sheng, Huang, Yueh‐Min
Published in Journal of computer assisted learning (01.10.2025)
Published in Journal of computer assisted learning (01.10.2025)
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Journal Article
Combined segmentation and classification-based approach to automated analysis of biomedical signals obtained from calcium imaging
Dursun, Gizem, Bijelić, Dunja, Ayşit, Neşe, Kurt Vatandaşlar, Burcu, Radenović, Lidija, Çapar, Abdulkerim, Kerman, Bilal Ersen, Andjus, Pavle R., Korenić, Andrej, Özkaya, Ufuk
Published in PloS one (06.02.2023)
Published in PloS one (06.02.2023)
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Journal Article
Deep-Learning-Based Segmentation of Cells and Analysis (DL-SCAN)
Bhattarai, Alok, Meyer, Jan, Petersilie, Laura, Shah, Syed I., Neu, Louis A., Rose, Christine R., Ullah, Ghanim
Published in Biomolecules (Basel, Switzerland) (01.11.2024)
Published in Biomolecules (Basel, Switzerland) (01.11.2024)
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Journal Article