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Exploiting macro- and micro-structural brain changes for improved Parkinson’s disease classification from MRI data
Camacho, Milton, Wilms, Matthias, Almgren, Hannes, Amador, Kimberly, Camicioli, Richard, Ismail, Zahinoor, Monchi, Oury, Forkert, Nils D.
Published in NPJ Parkinson's Disease (26.02.2024)
Published in NPJ Parkinson's Disease (26.02.2024)
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A Subset of Cerebrospinal Fluid Proteins from a Multi-Analyte Panel Associated with Brain Atrophy, Disease Classification and Prediction in Alzheimer’s Disease
Khan, Wasim, Aguilar, Carlos, Kiddle, Steven J., Doyle, Orla, Thambisetty, Madhav, Muehlboeck, Sebastian, Sattlecker, Martina, Newhouse, Stephen, Lovestone, Simon, Dobson, Richard, Giampietro, Vincent, Westman, Eric, Simmons, Andrew
Published in PloS one (18.08.2015)
Published in PloS one (18.08.2015)
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Disease classification with hippocampal shape invariants
Gutman, Boris, Wang, Yalin, Morra, Jonathan, Toga, Arthur W., Thompson, Paul M.
Published in Hippocampus (01.06.2009)
Published in Hippocampus (01.06.2009)
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A Novel Framework for Lung Disease Classification Using Multiscale Convolutional Neural Networks With an Integrated Dynamic Attention Mechanism
Thakare, Vivekanand, Aote, Shailendra S., Raipurkar, Abhijeet
Published in International journal of imaging systems and technology (01.07.2025)
Published in International journal of imaging systems and technology (01.07.2025)
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Employing transfer learning to optimize deep learning models for Alzheimer’s disease classification using two tau PET tracers
Bauer‐Negrini, Guilherme, Povala, Guilherme, Lucchese, Luisa Vieira, Lussier, Firoza Z, Bellaver, Bruna, Ferreira, Pamela C.L., Aguzzoli, Cristiano Schaffer, Soares, Carolina, Zalzale, Hussein, Rohden, Francieli, Abbas, Sarah, Ferrari‐Souza, João Pedro, Leffa, Douglas Teixeira, Lemaire, Peter Charles, Cabrera, Arlec, Tissot, Cécile, Therriault, Joseph, Bezgin, Gleb, Servaes, Stijn, Stevenson, Jenna, Rahmouni, Nesrine, Gauthier, Serge, Karikari, Thomas K, Zatt, Bruno, Rosa‐Neto, Pedro, Pascoal, Tharick A.
Published in Alzheimer's & dementia (01.12.2023)
Published in Alzheimer's & dementia (01.12.2023)
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Multi-scale graph-based grading for Alzheimer’s disease prediction
Hett, Kilian, Ta, Vinh-Thong, Oguz, Ipek, Manjón, José V., Coupé, Pierrick
Published in Medical image analysis (01.01.2021)
Published in Medical image analysis (01.01.2021)
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Machine Learning Techniques for Single Nucleotide Polymorphism—Disease Classification Models in Schizophrenia
Aguiar-Pulido, Vanessa, Seoane, José A., Rabuñal, Juan R., Dorado, Julián, Pazos, Alejandro, Munteanu, Cristian R.
Published in Molecules (Basel, Switzerland) (12.07.2010)
Published in Molecules (Basel, Switzerland) (12.07.2010)
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Testing the Robustness of Attribution Methods for Convolutional Neural Networks in MRI-Based Alzheimer’s Disease Classification
Eitel, Fabian, Ritter, Kerstin
Published in Interpretability of Machine Intelligence in Medical Image Computing and Multimodal Learning for Clinical Decision Support (2019)
Published in Interpretability of Machine Intelligence in Medical Image Computing and Multimodal Learning for Clinical Decision Support (2019)
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Inference of brain pathway activities for Alzheimer's disease classification
Lee, Jongan, Kim, Younghoon, Jeong, Yong, Kim, Jong-Won, Lee, Kwang H, Lee, Doheon
Published in BMC medical informatics and decision making (20.05.2015)
Published in BMC medical informatics and decision making (20.05.2015)
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Ischemia in patients with no obstructive coronary artery disease: classification, diagnosis and treatment of coronary microvascular dysfunction
Sucato, Vincenzo, Novo, Giuseppina, Saladino, Antonino, Rubino, Marianna, Caronna, Nicola, Luparelli, Mirko, D'Agostino, Alessandro, Novo, Salvatore, Evola, Salvatore, Galassi, Alfredo Ruggero
Published in Coronary artery disease (01.08.2020)
Published in Coronary artery disease (01.08.2020)
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Deep learning reveals Alzheimer's disease onset in MCI subjects: Results from an international challenge
Amoroso, Nicola, Diacono, Domenico, Fanizzi, Annarita, La Rocca, Marianna, Monaco, Alfonso, Lombardi, Angela, Guaragnella, Cataldo, Bellotti, Roberto, Tangaro, Sabina
Published in Journal of neuroscience methods (15.05.2018)
Published in Journal of neuroscience methods (15.05.2018)
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Novel random forest in conjunction with Gaussian naive bayes for improvement in the accuracy of coronary artery heart disease classification
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