E(3)-equivariant graph neural networks for data-efficient and accurate interatomic potentials

by Batzner, S., Geiger, M., Kornbluth, M., Kozinsky, B., Mailoa, J.P, Molinari, N., Musaelian, A., Smidt, T.E, Sun, L.
Published 2022

Wet Paper Coding-Based Deep Neural Network Watermarking

by Lu, Y., Wang, X., Yan, X., Yu, L.
Published 2022

Research on a Decision Prediction Method Based on Causal Inference and a Multi-Expert FTOPJUDGE Mechanism

by Cao, Y., Feng, X., Guo, R., Hu, W., Li, Y., Wang, Z., Zhao, Q., Zhao, S.
Published 2022

A Photoplethysmogram Dataset for Emotional Analysis

by An, T., Chang, W.-D, Habibilloh, E., Jang, Y.-S, Jin, Y.-J, Jo, D., Park, S.
Published 2022

A deep neural network approach for P300 detection-based BCI using single-channel EEG scalogram images

by Devi, N.D, Majumder, S., Meitei, T.G, Singh, S.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

Deep reasoning neural network analysis to predict language deficits from psychometry-driven DWI connectome of young children with persistent language concerns

by Banerjee, S., Behen, M., Dong, M., Jeong, J.-W, Juhász, C., Lee, M.-H, O'Hara, N.
Published 2021

Single-Stage Intake Gesture Detection Using CTC Loss and Extended Prefix Beam Search

by Adam, M.T.P, Rouast, P.V
Published 2021

Uncertainty-Aware Deep Ensembles for Reliable and Explainable Predictions of Clinical Time Series

by Jenssen, R., Kampffmeyer, M., Mikalsen, K.O, Revhaug, A., Wickstrom, K.
Published 2021

Integration of CNN, CBMIR, and Visualization Techniques for Diagnosis and Quantification of Covid-19 Disease

by Alizadeh, M., Chen, Y.-W, Foruzan, A.H, Mohagheghi, S., Safavi, S.M
Published 2021

Sparse deep neural networks on imaging genetics for schizophrenia case–control classification

by Agartz, I., Andreassen, O.A, Calhoun, V.D, Chen, J., Ford, J.M, Ji, S., Jönsson, E., Li, X., Liu, J., Macciardi, F., Mathalon, D.H, O'Leary, D.S, Turner, J.A, van Erp, T.G.M, Wang, L., Westlye, L.T
Published 2021

Counting Bites and Recognizing Consumed Food from Videos for Passive Dietary Monitoring

by Jiang, S., Lo, B., Lo, F.P.-W, Qiu, J., Sun, Y., Tsai, Y.-Y
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

Multiscale Attention Guided Network for COVID-19 Diagnosis Using Chest X-Ray Images

by Jin, Q., Li, J., Liu, J., Sun, L., Wang, J., Wang, S., Wang, Y.
Published 2021

A universal deep neural network for in-depth cleaning of single-cell RNA-Seq data

by Brouwer, C.R, Li, H., Luo, W.
Published 2022

Analysis of an adaptive lead weighted ResNet for multiclass classification of 12-lead ECGs

by Darlington, A., Fang, H., Gifford, H., Murphy, D., Relton, S.D, Williams, S., Wong, D.C, Zhao, Z.
Published 2022

DeepBhvTracking: A Novel Behavior Tracking Method for Laboratory Animals Based on Deep Learning

by Cai, R., Gao, L., Li, X., Lyu, C., Schriver, K.E, Sun, G., Sun, H., Yu, C.
Published 2021

Behavioural and neurophysiological signatures in the retrieval of individual memories of recent and remote real-life routine episodic events

by Dimiccoli, M., Fuentemilla, L., García-Arch, J., Nicolás, B., Radeva, P., Saiz-Masvidal, C., Sierpowska, J., Soriano-Mas, C., Wu, X.
Published 2021

Transfer learning compensates limited data, batch effects and technological heterogeneity in single-cell sequencing

by Hauschild, A.-C, Heider, D., Park, Y.
Published 2021

DeepCME: A deep learning framework for computing solution statistics of the chemical master equation

by Gupta, A., Khammash, M., Schwab, C.
Published 2021