ParsVNN: Parsimony visible neural networks for uncovering cancer-specific and drug-sensitive genes and pathways

by Huang, K., Huang, X., Johnson, T., Ma, J., Radovich, M., Wang, Y., Zhang, J.
Published 2021

Adaptation supports short-term memory in a visual change detection task

by Garrett, M.E, Groblewski, P.A, Hu, B., Koch, C., Manavi, S., Mihalas, S., Ollerenshaw, D.R, Olsen, S.R, Roll, K., Shang, J.
Published 2021

Prediction of MoRFs based on sequence properties and convolutional neural networks

by Chi, Y., He, H., He, J., Zhou, Y.
Published 2021

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

Interpretable and Lightweight 3-D Deep Learning Model for Automated ACL Diagnosis

by Feng, M., Hagiwara, S., Jeon, Y., Quek, S.T, Watanabe, A., Yoshino, K., Yoshioka, H.
Published 2021

Tinnitus-like “hallucinations” elicited by sensory deprivation in an entropy maximization recurrent neural network

by Dotan, A., Shriki, O.
Published 2021

Machine learning accurately classifies neural responses to rhythmic speech vs. non-speech from 8-week-old infant EEG

by Ahmed, H., Attaheri, A., Boutris, P., Brusini, P., Flanagan, S., Gibbon, S., Goswami, U., Keshavarzi, M., Mandke, K., Mead, N., Ní Choisdealbha, Á, Olawole-Scott, H., Rocha, S.
Published 2021

Prediction of synergistic drug combinations using PCA-initialized deep learning

by Ma, J., Motsinger-Reif, A.
Published 2021

Upper Esophageal Sphincter Opening Segmentation with Convolutional Recurrent Neural Networks in High Resolution Cervical Auscultation

by Coyle, J.L, Donohue, C., Khalifa, Y., Sejdic, E.
Published 2021

Longitudinal Pooling & Consistency Regularization to Model Disease Progression from MRIs

by Adeli, E., Ouyang, J., Pfefferbaum, A., Pohl, K.M, Sullivan, E.V, Tapert, S.F, Zhao, Q.
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

Ensemble learning based automatic detection of tuberculosis in chest X-ray images using hybrid feature descriptors

by Ayaz, M., Raja, G., Shaukat, F.
Published 2021

Limitations of Transformers on Clinical Text Classification

by Alawad, M., Coyle, L., Doherty, J., Durbin, E.B, Gao, S., Gounley, J., Schaefferkoetter, N., Stroup, A., Tourassi, G., Wu, X.-C, Yoon, H.J, Young, M.T
Published 2021

A Novel Sleep Staging Network Based on Data Adaptation and Multimodal Fusion

by Duan, L., Li, M., Li, M., Qiao, Y., Sha, S., Wang, C., Wang, Z.
Published 2021

Depression Speech Recognition With a Three-Dimensional Convolutional Network

by Liu, Y., Tu, X., Wang, H., Zhen, X.
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

1D Convolutional Neural Networks for Detecting Nystagmus

by Cox, S.J, Newman, J.L, Phillips, J.S
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

The classification of EEG-based winking signals: A transfer learning and random forest pipeline

by Abdul Majeed, A.P.P, Jailani, R., Mahendra Kumar, J.L, Mohd Razman, M.A, Musa, R.M, Rashid, M., Sulaiman, N.
Published 2021

User-Intended Doppler Measurement Type Prediction Combining CNNs with Smart Post-Processing

by Aase, S.A, Babic, A., Eikvil, L., Gilbert, A., Holden, M., McLeod, K., Rakhmail, M., Samset, E.
Published 2021