Electroencephalography Signal Analysis for Human Activities Classification: A Solution Based on Machine Learning and Motor Imagery

by de Brito Guerra, T.C, de M. Martins, A., de Sousa, V.A., Jr, Morya, E., Nóbrega, T.
Published 2023

Machine Learning Models for Classification of Cushing's Syndrome Using Retrospective Data

by Bayraktar, F., Isci, S., Kalender, D.S.Y, Yaman, A.
Published 2021

Machine Learning Model for Computational Tracking and Forecasting the COVID-19 Dynamic Propagation

by De Oliveira Serra, G.L, Dos Santos Gomes, D.C
Published 2021

Recognizing Continuous Multiple Degrees of Freedom Foot Movements with Inertial Sensors

by Luo, L., Mai, J., Wang, Q., Zhu, C.
Published 2022

Toward a Remote Assessment of Walking Bout and Speed: Application in Patients with Multiple Sclerosis

by Aminian, K., Atrsaei, A., Dadashi, F., Gonzenbach, R., Mariani, B.
Published 2021

Multimodal Data Fusion of Electromyography and Acoustic Signals for Thai Syllable Recognition

by De Herrera, A.G.S, Jong, N.S, Phukpattaranont, P.
Published 2021

Low-Dimensional Subject Representation-Based Transfer Learning in EEG Decoding

by Jeng, P.-Y, Jung, T.-P, Wang, L.-C, Wei, C.-S
Published 2021

A Hybrid DCNN-SVM Model for Classifying Neonatal Sleep and Wake States Based on Facial Expressions in Video

by Akbarzadeh, S., Awais, M., Chen, W., Dudink, J., Farooq Abbasi, S., Long, X., Lu, C., Wang, L., Wang, X., Yin, B., Zhang, J.
Published 2021

Preterm Newborn Presence Detection in Incubator and Open Bed Using Deep Transfer Learning

by Cabon, S., Carrault, G., Poree, F., Simon, A., Weber, R.
Published 2021

A Comprehensive Study on Colorectal Polyp Segmentation with ResUNet++, Conditional Random Field and Test-Time Augmentation

by De Lange, T., Halvorsen, P., Jha, D., Johansen, D., Johansen, H.D, Riegler, M.A, Smedsrud, P.H
Published 2021

Prediction of Synthetic Lethal Interactions in Human Cancers Using Multi-View Graph Auto-Encoder

by Cai, R., Fang, Y., Hao, Z., Li, X., Wu, D., Wu, M.
Published 2021

A Robust Interpretable Deep Learning Classifier for Heart Anomaly Detection without Segmentation

by Denman, S., Dissanayake, T., Fernando, T., Fookes, C., Ghaemmaghami, H., Sridharan, S.
Published 2021

Combating Ambiguity for Hash-Code Learning in Medical Instance Retrieval

by Fang, J., Fu, H., Liu, J., Yan, X., Yan, Y., Zeng, D.
Published 2021

Behavioral differences between subject groups identified using smart homes and change point detection

by Cook, D.J, Fritz, R., Sprint, G.
Published 2021

An Ensemble of Hyperdimensional Classifiers: Hardware-Friendly Short-Latency Seizure Detection with Automatic iEEG Electrode Selection

by Benatti, S., Benini, L., Burrello, A., Rahimi, A., Schindler, K.
Published 2021

Detecting Medical Misinformation on Social Media Using Multimodal Deep Learning

by Argyris, Y.A, Wang, Z., Yin, Z.
Published 2021

Estimation of Instantaneous Oxygen Uptake during Exercise and Daily Activities Using a Wearable Cardio-Electromechanical and Environmental Sensor

by Bartlett, W.H, Etemadi, M., Heller, J.A, Inan, O.T, Plotz, T., Shandhi, M.M.H, Young, A.
Published 2021

Left Ventricle Quantification Challenge: A Comprehensive Comparison and Evaluation of Segmentation and Regression for Mid-Ventricular Short-Axis Cardiac MR Data

by Atehortua, A., Clough, J., Debus, A., Ferrante, E., Garreau, M., Grau, V., Grinias, E., Guo, F., Hu, Z., Hua, T., Jang, Y., Kerfoot, E., Li, J., Li, Q., Li, S., Li, X., Liu, L., Ma, J., Ng, M., Oksuz, I., Tziritas, G., Xu, H., Xue, W., Yan, W., Yang, G.
Published 2021

Generalized Fixation Invariant Nuclei Detection through Domain Adaptation Based Deep Learning

by Bova, G.S, Hognas, G., Ruusuvuori, P., Valkonen, M.
Published 2021

Synergic Adversarial Label Learning for Grading Retinal Diseases via Knowledge Distillation and Multi-Task Learning

by Bonnington, P., Ge, Z., Ju, L., Lu, H., Mahapatra, D., Wang, X., Zhao, X.
Published 2021