Deep Learning-Based End-to-End Diagnosis System for Avascular Necrosis of Femoral Head

by Li, Y., Li, Y., Tian, H.
Published 2021

A Deep Learning Approach to Diagnosing Multiple Sclerosis from Smartphone Data

by Karlen, W., Schwab, P.
Published 2021

Method of Tumor Pathological Micronecrosis Quantification Via Deep Learning from Label Fuzzy Proportions

by Bai, X., Ge, H., Li, J., Liang, T., Lu, N., Tian, Y., Wu, J., Ye, Q., Zhang, Q., Zhou, T.
Published 2021

Bidirectional Representation Learning from Transformers Using Multimodal Electronic Health Record Data to Predict Depression

by Arnold, C.W, Meng, Y., Ong, M.K, Speier, W.
Published 2021

Development of glaucoma predictive model and risk factors assessment based on supervised models

by Emamian, M.H, Fotouhi, A., Hashemi, H., Khatibi, T., Sadat, S., Sharifi, M.
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

Prediction of short-term mortality in acute heart failure patients using minimal electronic health record data

by Calvert, J., Das, R., Garikipati, A., Ghandian, S., Hoffman, J., Mao, Q., Pellegrini, E., Radhachandran, A., Zelin, N.S
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

Unobtrusive Pain Monitoring in Older Adults with Dementia Using Pairwise and Contrastive Training

by Hadjistavropoulos, T., Moturu, A., Prkachin, K.M, Rezaei, S., Taati, B., Zhao, S.
Published 2021

Machine learning and statistical approaches for classification of risk of coronary artery disease using plasma cytokines

by Creasy, K.T, Feng, J., Kane, J.P, Malloy, M.J, Nagar, P., Saharan, S.S, Stock, E.O
Published 2021

Lung Lesion Localization of COVID-19 from Chest CT Image: A Novel Weakly Supervised Learning Method

by Chen, C.Y.-C, Wu, S., Yang, Z., Zhao, L.
Published 2021

Identification of lncRNA Signature Associated with Pan-Cancer Prognosis

by Bao, G., Chen, A., Huang, B., Ji, J., Kong, B., Li, W., Li, X., Wang, J., Wang, L., Wang, X., Wang, X., Xu, R., Yang, Q., Yuan, C., Zhang, D., Zhang, Q.
Published 2021

Data analytics and clinical feature ranking of medical records of patients with sepsis

by Chicco, D., Oneto, L.
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

Short- And long-term mortality prediction after an acute ST-elevation myocardial infarction (STEMI) in Asians: A machine learning approach

by Ali, R.M, Aziz, F., Ibrahim, K.S, Kasim, S., Liu, K.T, Malek, S., Selvaraj, G., Shariff, R.E.R, Wan Ahmad, W.A
Published 2021

Early identification of patients admitted to hospital for covid-19 at risk of clinical deterioration: Model development and multisite external validation study

by Ayanian, J.Z, Blumberg, S., Donnelly, J.P, Dutta, S., Gong, J., Kamran, F., Li, B.Y, Liu, X., McEvoy, D.S, Medford, R.J, Nallamothu, B.K, Otles, E., Saleh, S.N, Shenoy, E.S, Singh, K., Sjoding, M.W, Tang, S., Valley, T.S, West, L.R, Wiens, J.
Published 2022

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

Video-Based Detection of Generalized Tonic-Clonic Seizures Using Deep Learning

by Atrache, R.E, Loddenkemper, T., Meisel, C., Sarkis, R.A, Yang, Y.
Published 2021

Resting-state magnetoencephalography source magnitude imaging with deep-learning neural network for classification of symptomatic combat-related mild traumatic brain injury

by Angeles-Quinto, A., Baker, D.G, Cheng, C.-K, Drake, A., Dynes, R., Foote, E., Hansen, H.B, Harrington, D.L, Huang, C.W, Huang, J.W, Huang, M.-X, Ji, Z., Le, L., Lee, R.R, Lerman, I., Matthews, S., Naviaux, R.K, Nichols, S., Rimmele, C., Robb-Swan, A., Shen, Q., Song, T., Yurgil, K.A
Published 2021

Predicting the presence and abundance of bacterial taxa in environmental communities through flow Cytometric fingerprinting

by Boon, N., Heyse, J., Müller, S., Props, R., Rubbens, P., Schattenberg, F., Waegeman, W.
Published 2021