Minjie Fan

发表

Applying Deep Neural Network Analysis to High-Content Image-Based Assays

Samuel J. Yang, W. Chung, Zan Armstrong, 2019, SLAS discovery : advancing life sciences R & D.

Learning causal networks using inducible transcription factors and transcriptome‐wide time series

David G Hendrickson, Marc Coram, R. McIsaac, 2020, Molecular systems biology.

Time-resolved genome-scale profiling reveals a causal expression network

David G Hendrickson, Marc Coram, R. McIsaac, 2019, bioRxiv.

Neural-Guided Symbolic Regression with Asymptotic Constraints

Rishabh Singh, Li Li, Patrick Riley, 2019 .

Case‐Control Study on a Decade of Ground‐Based Magnetometers in California Reveals Modest Signal 24–72 hr Prior to Earthquakes

Jason Hickey, Lusann Yang, Minjie Fan, 2022, Journal of Geophysical Research: Solid Earth.

Correcting nuisance variation using Wasserstein distance

Stephan Hoyer, Samuel J. Yang, Minjie Fan, 2017, PeerJ.

Integrating deep learning and unbiased automated high-content screening to identify complex disease signatures in human fibroblasts

Samuel J. Yang, Zan Armstrong, Marc Coram, 2022, Nature Communications.

Deep learning and automated Cell Painting reveal Parkinson’s disease-specific signatures in primary patient fibroblasts

Arunachalam Narayanaswamy, Samuel J. Yang, Marc Berndl, 2020 .

Quantum optimization with a novel Gibbs objective function and ansatz architecture search

Marc Coram, Patrick F. Riley, Li Li, 2019, Physical Review Research.

Neural-Guided Symbolic Regression with Asymptotic Constraints

Rishabh Singh, Patrick F. Riley, Li Li, 2019 .

A machine learning approach to define antimalarial drug action from heterogeneous cell-based screens

Zan Armstrong, Minjie Fan, D. Michael Ando, 2019, Science Advances.

Neural-Guided Symbolic Regression with Semantic Prior pdf

Li Li, Rishabh Singh, Patrick Riley, 2019, ArXiv.