A deep learning algorithm to predict risk of pancreatic cancer from disease trajectories

Davide Placido, Bo Yuan, Jessica Xin Hjaltelin, +22

Nature Medicine

Online Nonnegative Matrix Factorization With Robust Stochastic Approximation

Naiyang Guan, Dacheng Tao, Zhigang Luo, +1

IEEE Transactions on Neural Networks and Learning Systems

EngineeringMachine LearningNonnegative Matrix FactorizationSemidefinite ProgrammingImage Analysis +15

CellBox: Interpretable Machine Learning for Perturbation Biology with Application to the Design of Cancer Combination Therapy

Bo Yuan, Ciyue Shen, Augustin Luna, +4

Cell Systems

scPerturb: harmonized single-cell perturbation data

Stefan Peidli, Tessa D. Green, Ciyue Shen, +9

Nature Methods

Single Cell SequencingMedicineComputational BiologySingle-cell AnalysisCell Biology +2

Three-dimensional reconstruction using an adaptive simultaneous algebraic reconstruction technique in electron tomography

Xiaohua Wan, Fa Zhang, Qi Chu, +3

Journal of Structural Biology

Computed TomographyImage ReconstructionRadiologyEngineeringMedical Imaging +9

Relation of a New Interpretation of Stochastic Differential Equations to Ito Process

Jianghong Shi, Tianqi Chen, Ruoshi Yuan, +2

Journal of Statistical Physics

Ito ProcessEngineeringNew InterpretationStochastic SystemStochastic Calculus +6

Lyapunov function as potential function: A dynamical equivalence

Ruoshi Yuan, Yi-An Ma, Bo Yuan, +1

Chinese Physics B

Effect of Autoinducer-2 Quorum Sensing Inhibitor on Interspecies Quorum Sensing

Kai Jiang, Yijie Xu, Bo Yuan, +7

Frontiers in Microbiology

Exploring a noisy van der Pol type oscillator with a stochastic approach

Ruoshi Yuan, Xinan Wang, Yi-An Ma, +2

Physical Review E

Limit CyclesDeterministic Dynamical SystemEngineeringPhysicsChaos Theory +12

Unsupervised and supervised learning with neural network for human transcriptome analysis and cancer diagnosis

Bo Yuan, Dong Yang, Hao Chang, +1

Scientific Reports