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

Learning-Based Computer-Aided Prescription Model for Parkinson's Disease: A Data-Driven Perspective

by Gao, Y., Pan, Y., Shen, D., Shi, Y., Thung, K.-H, Wang, H., Yang, W., Zhang, L.
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

Evaluating Technology-Mediated Collaborative Workflows for Telehealth

by Bondy, C., Chen, L., Grover, P., Hanson, V., Li, R., Shi, P.
Published 2021

COVID-19 CT Image Synthesis with a Conditional Generative Adversarial Network

by Chen, H., Jiang, Y., Ko, H., Loew, M.
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

A Deep Learning Radiomics Model to Identify Poor Outcome in COVID-19 Patients with Underlying Health Conditions: A Multicenter Study

by Bai, Y., Dong, D., Hu, Y., Huang, Y., Li, H., Li, L., Liu, S., Lu, L., Qiu, X., Tian, J., Wang, M., Wang, S., Yu, X., Zha, Y.
Published 2021

Clustering-Based Dual Deep Learning Architecture for Detecting Red Blood Cells in Malaria Diagnostic Smears

by Antani, S., Jaeger, S., Kassim, Y.M, Maude, R.J, Palaniappan, K., Palaniappan, N., Poostchi, M., Yang, F.
Published 2021

A Lightweight CNN Model for Detecting Respiratory Diseases from Lung Auscultation Sounds Using EMD-CWT-Based Hybrid Scalogram

by Ali, S.N, Bhuiyan, M.I.H, Hasan, T., Shuvo, S.B, Swapnil, S.I
Published 2021

Deep Multi-Instance Learning Using Multi-Modal Data for Diagnosis of Lymphocytosis

by Grange, B., Jallades, L., Maurin, E., Paragios, N., Sahasrabudhe, M., Sujobert, P., Vakalopoulou, M., Zacharaki, E.I
Published 2021

COVID-19 in CXR: From Detection and Severity Scoring to Patient Disease Monitoring

by Amer, R., Frid-Adar, M., Gozes, O., Greenspan, H., Nassar, J.
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

PulseGAN: Learning to Generate Realistic Pulse Waveforms in Remote Photoplethysmography

by Chen, H., Chen, X., Cheng, J., Li, C., Liu, Y., Song, R.
Published 2021

Antibody Supervised Training of a Deep Learning Based Algorithm for Leukocyte Segmentation in Papillary Thyroid Carcinoma

by Arola, J., Bychkov, D., Haglund, C., Kucukel, H., Linder, N., Lundin, J., Stenman, S.
Published 2021

A Spatio-Temporal Attention-Based Model for Infant Movement Assessment from Videos

by Badawi, N., Le, V., Morgan, C., Nguyen-Thai, B., Tran, T., Venkatesh, 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

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

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

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

Automatic Respiratory Event Scoring in Obstructive Sleep Apnea Using a Long Short-Term Memory Neural Network

by Duce, B., Korkalainen, H., Leino, A., Leppanen, T., Myllymaa, S., Nikkonen, S., Toyras, J.
Published 2021