Dancing With Algorithms: Interaction Creates Greater Preference and Trust in Machine-Learned Behavior

by Gutzwiller, R.S, Reeder, J.
Published 2021

A Deep Learning Approach to Diagnosing Multiple Sclerosis from Smartphone Data

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

Establishment of ICU Mortality Risk Prediction Models with Machine Learning Algorithm Using MIMIC-IV Database

by Li, L., Liu, X., Ouyang, W., Pang, K., Tang, Y.
Published 2022

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

Predicting in-hospital length of stay: a two-stage modeling approach to account for highly skewed data

by Goldstein, B.A, Henao, R., Scales, C.D., Jr, Xu, Z., Zhao, C.
Published 2022

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 Machine Learning Solution to Predict Elective Orthopedic Surgery Case Duration

by Kunz, H., Lovegrove, T., Sahadev, D.
Published 2022

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

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

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