COVID‐19 drug repurposing: A review of computational screening methods, clinical trials, and protein interaction assays von Wang, Xueqing, Guan, Yuanfang

Volltext

miRmine: a database of human miRNA expression profiles von Panwar, Bharat, Omenn, Gilbert S, Guan, Yuanfang

Volltext

DeepSleep convolutional neural network allows accurate and fast detection of sleep arousal von Li, Hongyang, Guan, Yuanfang

Volltext

FastClone is a probabilistic tool for deconvoluting tumor heterogeneity in bulk-sequencing samples von Xiao, Yao, Wang, Xueqing, Zhang, Hongjiu, Ulintz, Peter J., Li, Hongyang, Guan, Yuanfang

Volltext

Clinical applications of machine learning in cardiovascular disease and its relevance to cardiac imaging von Al'Aref, Subhi J, Anchouche, Khalil, Singh, Gurpreet, Slomka, Piotr J, Kolli, Kranthi K, Kumar, Amit, Pandey, Mohit, Maliakal, Gabriel, van Rosendael, Alexander R, Beecy, Ashley N, Berman, Daniel S, Leipsic, Jonathan, Nieman, Koen, Andreini, Daniele, Pontone, Gianluca, Schoepf, U Joseph, Shaw, Leslee J, Chang, Hyuk-Jae, Narula, Jagat, Bax, Jeroen J, Guan, Yuanfang, Min, James K

Volltext

Waking up to data challenges von Guan, Yuanfang

Volltext

Machine Learning to Predict Anti–Tumor Necrosis Factor Drug Responses of Rheumatoid Arthritis Patients by Integrating Clinical and Genetic Markers von Guan, Yuanfang, Zhang, Hongjiu, Quang, Daniel, Wang, Ziyan, Parker, Stephen C. J., Pappas, Dimitrios A., Kremer, Joel M., Zhu, Fan

Volltext

Asymmetric predictive relationships across histone modifications von Li, Hongyang, Guan, Yuanfang

Volltext

Joint learning improves protein abundance prediction in cancers von Li, Hongyang, Siddiqui, Omer, Zhang, Hongjiu, Guan, Yuanfang

Volltext

Neural-ODE for pharmacokinetics modeling and its advantage to alternative machine learning models in predicting new dosing regimens von Lu, James, Deng, Kaiwen, Zhang, Xinyuan, Liu, Gengbo, Guan, Yuanfang

Volltext

Deep learning prediction of patient response time course from early data via neural-pharmacokinetic/pharmacodynamic modelling von Lu, James, Bender, Brendan, Jin, Jin Y., Guan, Yuanfang

Volltext

Graph2GO: a multi-modal attributed network embedding method for inferring protein functions von Fan, Kunjie, Guan, Yuanfang, Zhang, Yan

Volltext

Re-evaluating experimental validation in the Big Data Era: a conceptual argument von Jafari, Mohieddin, Guan, Yuanfang, Wedge, David C., Ansari-Pour, Naser

Volltext

Multilevel Modeling of Joint Damage in Rheumatoid Arthritis von Li, Hongyang, Guan, Yuanfang

Volltext

Enabling Eating Detection in a Free-living Environment: Integrative Engineering and Machine Learning Study von Zhang, Bo, Deng, Kaiwen, Shen, Jie, Cai, Lingrui, Ratitch, Bohdana, Fu, Haoda, Guan, Yuanfang

Volltext

Micro-dissection and integration of long and short reads to create a robust catalog of kidney compartment-specific isoforms von Li, Hongyang, Eksi, Ridvan, Yi, Daiyao, Godfrey, Bradley, Mathew, Lisa R, O'Connor, Christopher L, Bitzer, Markus, Kretzler, Matthias, Menon, Rajasree, Guan, Yuanfang

Volltext

Mapping combinatorial drug effects to DNA damage response kinase inhibitors von Zhang, Hanrui, Kreis, Julian, Schelhorn, Sven-Eric, Dahmen, Heike, Grombacher, Thomas, Zühlsdorf, Michael, Zenke, Frank T., Guan, Yuanfang

Volltext

Predicting Single Neuron Responses of the Primary Visual Cortex with Deep Learning Model von Deng, Kaiwen, Schwendeman, Peter S., Guan, Yuanfang

Volltext

Single-cell ATAC-Seq in human pancreatic islets and deep learning upscaling of rare cells reveals cell-specific type 2 diabetes regulatory signatures von Rai, Vivek, Quang, Daniel X., Erdos, Michael R., Cusanovich, Darren A., Daza, Riza M., Narisu, Narisu, Zou, Luli S., Didion, John P., Guan, Yuanfang, Shendure, Jay, Parker, Stephen C.J., Collins, Francis S.

Volltext

Systematically differentiating functions for alternatively spliced isoforms through integrating RNA-seq data von Eksi, Ridvan, Li, Hong-Dong, Menon, Rajasree, Wen, Yuchen, Omenn, Gilbert S, Kretzler, Matthias, Guan, Yuanfang

Volltext