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Usual Interstitial Pneumonia Can Be Detected in Transbronchial Biopsies Using Machine Learning

by Pankratz, Daniel G., Choi, Yoonha, Imtiaz, Urooj, Fedorowicz, Grażyna M., Anderson, Jessica D., Colby, Thomas V., Myers, Jeffrey L., Lynch, David A., Brown, Kevin K., Flaherty, Kevin R., Steele, Mark P., Groshong, Steve D., Raghu, Ganesh, Barth, Neil M., Walsh, P. Sean, Huang, Jing, Kennedy, Giulia C., Martinez, Fernando J.
Published in Annals of the American Thoracic Society (01.11.2017)

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Posthoc Interpretability of Neural Responses by Grouping Subject Motor Imagery Skills Using CNN-Based Connectivity

by Collazos-Huertas, Diego Fabian, Álvarez-Meza, Andrés Marino, Cárdenas-Peña, David Augusto, Castaño-Duque, Germán Albeiro, Castellanos-Domínguez, César Germán
Published in Sensors (Basel, Switzerland) (01.03.2023)

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Neural Networks for Classification and Image Generation of Aging in Genetic Syndromes

by Duong, Dat, Hu, Ping, Tekendo-Ngongang, Cedrik, Hanchard, Suzanna E. Ledgister, Liu, Simon, Solomon, Benjamin D., Waikel, Rebekah L.
Published in Frontiers in genetics (11.04.2022)

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A real-time fMRI neurofeedback system for the clinical alleviation of depression with a subject-independent classification of brain states: A proof of principle study

by Pereira, Jaime A., Ray, Andreas, Rana, Mohit, Silva, Claudio, Salinas, Cesar, Zamorano, Francisco, Irani, Martin, Opazo, Patricia, Sitaram, Ranganatha, Ruiz, Sergio
Published in Frontiers in human neuroscience (25.08.2022)

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Alteration of a brain network with stable and strong functional connections in subjects with schizophrenia

by Yuan, Liu, Ma, Xiaoqian, Li, David, Ouyang, Lijun, Fan, Lejia, Li, Chunwang, He, Ying, Chen, Xiaogang
Published in NPJ schizophrenia (04.11.2022)

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User Training for Pattern Recognition-Based Myoelectric Prostheses: Improving Phantom Limb Movement Consistency and Distinguishability

by Powell, Michael A., Kaliki, Rahul R., Thakor, Nitish V.
Published in IEEE transactions on neural systems and rehabilitation engineering (01.05.2014)

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Single-trial classification of EEG in a visual object task using ICA and machine learning

by Stewart, Andrew X., Nuthmann, Antje, Sanguinetti, Guido
Published in Journal of neuroscience methods (15.05.2014)

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Hippocampus and amygdala radiomic biomarkers for the study of autism spectrum disorder

by Chaddad, Ahmad, Desrosiers, Christian, Hassan, Lama, Tanougast, Camel
Published in BMC neuroscience (11.07.2017)

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Functionally adaptive myosite selection using high-density sEMG for upper limb myoelectric prostheses

by Greene, Rebecca J., Hunt, Christopher, Kumar, Sapna, Betthauser, Joseph, Routkevitch, Denis, Kaliki, Rahul R., Thakor, Nitish V
Published in IEEE transactions on biomedical engineering (01.10.2023)

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EMG-based pattern recognition approach in post stroke robot-aided rehabilitation: a feasibility study

by Cesqui, Benedetta, Tropea, Peppino, Micera, Silvestro, Krebs, Hermano Igo
Published in Journal of neuroengineering and rehabilitation (15.07.2013)

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Functional Connectivity Fingerprints at Rest Are Similar across Youths and Adults and Vary with Genetic Similarity

by Demeter, Damion V., Engelhardt, Laura E., Mallett, Remington, Gordon, Evan M., Nugiel, Tehila, Harden, K. Paige, Tucker-Drob, Elliot M., Lewis-Peacock, Jarrod A., Church, Jessica A.
Published in iScience (24.01.2020)

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A multimenu system based on the P300 component as a time saving procedure for communication with a brain-computer interface

by Jarmolowska, Joanna, Turconi, Marcello M., Busan, Pierpaolo, Mei, Jie, Battaglini, Piero P.
Published in Frontiers in neuroscience (01.01.2013)

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Automatic speech analysis to early detect functional cognitive decline in elderly population

by Ambrosini, E., Caielli, M., Milis, M., Loizou, C., Azzolino, D., Damanti, S., Bertagnoli, L., Cesari, M., Moccia, S., Cid, M., de Isla, C. Galan, Salamanca, P., Borghese, N. A., Ferrante, S.
Published in Conference proceedings (IEEE Engineering in Medicine and Biology Society. Conf.) (01.07.2019)

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Parkinson’s disease detection from 20-step walking tests using inertial sensors of a smartphone: Machine learning approach based on an observational case-control study

by Juutinen, Milla, Wang, Cassia, Zhu, Justin, Haladjian, Juan, Ruokolainen, Jari, Puustinen, Juha, Vehkaoja, Antti
Published in PloS one (23.07.2020)

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Identifying non-specific low back pain clinical subgroups from sitting and standing repositioning posture tasks using a novel Cardiff Dempster–Shafer Theory Classifier

by Sheeran, Liba, Sparkes, Valerie, Whatling, Gemma, Biggs, Paul, Holt, Cathy
Published in Clinical biomechanics (Bristol) (01.12.2019)

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Analyzing the capability description of testing institution in Chinese phrase using a joint approach of semi-supervised K-Means clustering and BERT

by Xu, Gaoqing, Chen, Qun, Jiang, Shuhang, Fu, Xiaohang, Wang, Yiwei, Jiao, Qingchun
Published in Scientific reports (02.04.2025)

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Subject-specific mental workload classification using EEG and stochastic configuration network (SCN)

by Pang, Liping, Guo, Liang, Zhang, Jie, Wanyan, Xiaoru, Qu, Hongquan, Wang, Xin
Published in Biomedical signal processing and control (01.07.2021)

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MEG-based decoding of the spatiotemporal dynamics of visual category perception

by van de Nieuwenhuijzen, M.E., Backus, A.R., Bahramisharif, A., Doeller, C.F., Jensen, O., van Gerven, M.A.J.
Published in NeuroImage (Orlando, Fla.) (01.12.2013)

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Measurement of Functional Use in Upper Extremity Prosthetic Devices Using Wearable Sensors and Machine Learning

by Bochniewicz, Elaine M., Emmer, Geoff, Dromerick, Alexander W., Barth, Jessica, Lum, Peter S.
Published in Sensors (Basel, Switzerland) (01.03.2023)

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Continuous assessment of schizophrenia using heart rate and accelerometer data

by Reinertsen, Erik, Osipov, Maxim, Liu, Chengyu, Kane, John M, Petrides, Georgios, Clifford, Gari D
Published in Physiological measurement (27.06.2017)

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