TAMC: A deep-learning approach to predict motif-centric transcriptional factor binding activity based on ATAC-seq profile

por Yang, Tianqi, Henao, Ricardo
Publicado 2022

Wasserstein Uncertainty Estimation for Adversarial Domain Matching

por Wang, Rui, Zhang, Ruiyi, Henao, Ricardo
Publicado 2022

Predicting Hospital Utilization and Inpatient Mortality of Patients Tested for COVID-19

por Davis, Connor, Gao, Michael, Nichols, Marshall, Henao, Ricardo
Publicado 2020

Current Landscape of Generative Adversarial Networks for Facial Deidentification in Dermatology: Systematic Review and Evaluation

por Park, Christine, Jeong, Hyeon Ki, Henao, Ricardo, Kheterpal, Meenal
Publicado 2022

Deep Learning in Dermatology: A Systematic Review of Current Approaches, Outcomes, and Limitations

por Jeong, Hyeon Ki, Park, Christine, Henao, Ricardo, Kheterpal, Meenal
Publicado 2022

1216. Benchmarking Published Gene Signatures for Robust Infection Classification

por Bodkin, Nicholas, Ross, Melissa H, Henao, Ricardo, Tsalik, Ephraim L
Publicado 2020

CPT to RVU conversion improves model performance in the prediction of surgical case length

por Garside, Nicholas, Zaribafzadeh, Hamed, Henao, Ricardo, Chung, Royce, Buckland, Daniel
Publicado 2021

Automated, Quantitative Analysis of Histopathological Staining in Nuclei

por Henao, Ricardo, Geradts, Joseph, Kurokawa, Manabu, Kornbluth, Sally, Lucas, Joseph E.
Publicado 2014

Variational Disentanglement for Rare Event Modeling

por Xiu, Zidi, Tao, Chenyang, Gao, Michael, Davis, Connor, Goldstein, Benjamin, Henao, Ricardo
Publicado 2020

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

por Xu, Zhenhui, Zhao, Congwen, Scales, Charles D., Henao, Ricardo, Goldstein, Benjamin A.
Publicado 2022

Branched chain amino acid transaminase 1 (BCAT1) is overexpressed and hypomethylated in patients with non-alcoholic fatty liver disease who experience adverse clinical events: A pi...

por Wegermann, Kara, Henao, Ricardo, Diehl, Anna Mae, Murphy, Susan K., Abdelmalek, Manal F., Moylan, Cynthia A.
Publicado 2018

Lesion identification and malignancy prediction from clinical dermatological images

por Xia, Meng, Kheterpal, Meenal K., Wong, Samantha C., Park, Christine, Ratliff, William, Carin, Lawrence, Henao, Ricardo
Publicado 2022

The importance of weight stabilization amongst those with overweight or obesity: Results from a large health care system

por Pagidipati, Neha J., Phelan, Matthew, Page, Courtney, Clowse, Megan, Henao, Ricardo, Peterson, Eric D., Goldstein, Benjamin A.
Publicado 2021

Identifying Smoking Environments From Images of Daily Life With Deep Learning

por Engelhard, Matthew M., Oliver, Jason A., Henao, Ricardo, Hallyburton, Matt, Carin, Lawrence E., Conklin, Cynthia, McClernon, F. Joseph
Publicado 2019

Health system utilization before age 1 among children later diagnosed with autism or ADHD

por Engelhard, Matthew M., Berchuck, Samuel I., Garg, Jyotsna, Henao, Ricardo, Olson, Andrew, Rusincovitch, Shelley, Dawson, Geraldine, Kollins, Scott H.
Publicado 2020

305. PBMC-Derived Transcriptomic Signatures Accurately Discriminate Between Viral, Bacterial, and Fungal Infections and can be Translated to Real-World Human Infections

por Steinbrink, Julie M, Liu, Yiling, Henao, Ricardo, Tsalik, Ephraim L, Ginsburg, Geoffrey S, Ramsburg, Elizabeth, Woods, Christopher W, McClain, Micah T
Publicado 2023

Serum Bile Acid, Vitamin E, and Serotonin Metabolites Are Associated With Future Liver‐Related Events in Nonalcoholic Fatty Liver Disease

por Wegermann, Kara, Howe, Catherine, Henao, Ricardo, Wang, Ying, Guy, Cynthia D., Abdelmalek, Manal F., Diehl, Anna Mae, Moylan, Cynthia A.
Publicado 2021

Systematic comparison of published host gene expression signatures for bacterial/viral discrimination

por Bodkin, Nicholas, Ross, Melissa, McClain, Micah T., Ko, Emily R., Woods, Christopher W., Ginsburg, Geoffrey S., Henao, Ricardo, Tsalik, Ephraim L.
Publicado 2022

Use of convolutional neural networks in skin lesion analysis using real world image and non-image data

por Wong, Samantha C., Ratliff, William, Xia, Meng, Park, Christine, Sendak, Mark, Balu, Suresh, Henao, Ricardo, Carin, Lawrence, Kheterpal, Meenal K.
Publicado 2022

Development, Deployment, and Implementation of a Machine Learning Surgical Case Length Prediction Model and Prospective Evaluation

por Zaribafzadeh, Hamed, Webster, Wendy L., Vail, Christopher J., Daigle, Thomas, Kirk, Allan D., Allen, Peter J., Henao, Ricardo, Buckland, Daniel M.
Publicado 2023