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Author Details
Full Name
Ziv Bar-Joseph
Affiliation
Carnegie Mellon University
ORCID
Career Start Year
2001
Papers
142
H Index
43
Expertise
CM4AI Collaborator
Trey Ideker (CM4AI)
PMID
Paper Title
Journal Title
Published Year
38092041
Modelling post-implantation human development to yolk sac blood emergence.
Nature
2024
36762475
Using single cell atlas data to reconstruct regulatory networks.
Nucleic Acids Res
2023
37387167
Deriving spatial features from in situ proteomics imaging to enhance cancer survival analysis.
Bioinformatics
2023
36945593
Transcription Factor Dynamics in Cross-Regulation of Plant Hormone Signaling Pathways.
bioRxiv
2023
37400722
Spatial mapping of cellular senescence: emerging challenges and opportunities.
Nat Aging
2023
37398391
Modelling Human Post-Implantation Development via Extra-Embryonic Niche Engineering.
bioRxiv
2023
37398213
SCS: cell segmentation for high-resolution spatial transcriptomics.
bioRxiv
2023
37429992
SCS: cell segmentation for high-resolution spatial transcriptomics.
Nat Methods
2023
34623423
Clustering spatial transcriptomics data.
Bioinformatics
2022
35799304
scSTEM: clustering pseudotime ordered single-cell data.
Genome Biol
2022
35764397
Unsupervised cell functional annotation for single-cell RNA-seq.
Genome Res
2022
35422106
Membrane marker selection for segmenting single cell spatial proteomics data.
Nat Commun
2022
35422041
Interactive single-cell data analysis using Cellar.
Nat Commun
2022
36452867
Multiset multicover methods for discriminative marker selection.
Cell Rep Methods
2022
36036832
UNIFAN: A Tool for Unsupervised Single-Cell Clustering and Annotation.
J Comput Biol
2022
36064772
De novo construction of T cell compartment in humanized mice engrafted with iPSC-derived thymus organoids.
Nat Methods
2022
36265464
What are the keys to succeeding as a computational biologist in today's research climate?
Cell Syst
2022
35102309
Temporal modelling using single-cell transcriptomics.
Nat Rev Genet
2022
35255944
TraSig: inferring cell-cell interactions from pseudotime ordering of scRNA-Seq data.
Genome Biol
2022
35183765
Integrating longitudinal clinical and microbiome data to predict growth faltering in preterm infants.
J Biomed Inform
2022
30768159
Dhaka: variational autoencoder for unmasking tumor heterogeneity from single cell genomic data.
Bioinformatics
2021
35474899
Computational tools for analyzing single-cell data in pluripotent cell differentiation studies.
Cell Rep Methods
2021
33876191
Deep learning of gene relationships from single cell time-course expression data.
Brief Bioinform
2021
33785573
Dynamic Bayesian Networks for Integrating Multi-omics Time Series Microbiome Data.
mSystems
2021
33470876
Supervised Adversarial Alignment of Single-Cell RNA-seq Data.
J Comput Biol
2021
32886099
Identifying signaling genes in spatial single-cell expression data.
Bioinformatics
2021
32170290
Integrated multi-omics framework of the plant response to jasmonic acid.
Nat Plants
2020
32069291
Inferring TF activation order in time series scRNA-Seq studies.
PLoS Comput Biol
2020
32004478
Reconstructed Single-Cell Fate Trajectories Define Lineage Plasticity Windows during Differentiation of Human PSC-Derived Distal Lung Progenitors.
Cell Stem Cell
2020
33108369
Iterative point set registration for aligning scRNA-seq data.
PLoS Comput Biol
2020
33303016
GCNG: graph convolutional networks for inferring gene interaction from spatial transcriptomics data.
Genome Biol
2020
32546686
Single-cell lineage tracing by integrating CRISPR-Cas9 mutations with transcriptomic data.
Nat Commun
2020
30285311
Construction of integrated microRNA and mRNA immune cell signatures to predict survival of patients with breast and ovarian cancer.
Genes Chromosomes Cancer
2019
31822622
Deep learning for inferring gene relationships from single-cell expression data.
Proc Natl Acad Sci U S A
2019
32457940
Integration of Heterogeneous Experimental Data Improves Global Map of Human Protein Complexes.
ACM BCB
2019
31432713
Integrating multiomics longitudinal data to reconstruct networks underlying lung development.
Am J Physiol Lung Cell Mol Physiol
2019
31600171
Transcriptional regulatory model of fibrosis progression in the human lung.
JCI Insight
2019
31597755
Control of cytokinesis by β-adrenergic receptors indicates an approach for regulating cardiomyocyte endowment.
Sci Transl Med
2019
30742607
Network-guided prediction of aromatase inhibitor response in breast cancer.
PLoS Comput Biol
2019
31127043
Adjustment in tumbling rates improves bacterial chemotaxis on obstacle-laden terrains.
Proc Natl Acad Sci U S A
2019
31014259
Protein interaction disruption in cancer.
BMC Cancer
2019
31038684
Continuous-state HMMs for modeling time-series single-cell RNA-Seq data.
Bioinformatics
2019
30940197
Dynamic interaction network inference from longitudinal microbiome data.
Microbiome
2019
30820578
Cell lineage inference from SNP and scRNA-Seq data.
Nucleic Acids Res
2019
29317474
Reconstructing differentiation networks and their regulation from time series single-cell expression data.
Genome Res
2018
30124947
Hercules: a profile HMM-based hybrid error correction algorithm for long reads.
Nucleic Acids Res
2018
30425249
AÂ web server for comparative analysis of single-cell RNA-seq data.
Nat Commun
2018
30290179
Single-Cell Transcriptomic Analysis of Cardiac Differentiation from Human PSCs Reveals HOPX-Dependent Cardiomyocyte Maturation.
Cell Stem Cell
2018
30532261
Predicting protein targets for drug-like compounds using transcriptomics.
PLoS Comput Biol
2018
29538379
iDREM: Interactive visualization of dynamic regulatory networks.
PLoS Comput Biol
2018
1 - 50 of 142
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