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Unsupervised deep learning reveals prognostically relevant subtypes of glioblastoma

BMC bioinformatics, 2017-10, Vol.18 (Suppl 11), p.381-381, Article 381

2017

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Purely Coherent Nonlinear Optical Response in Solution Dispersions of Graphene Sheets

Nano letters, 2011-12, Vol.11 (12), p.5159-5164

2011

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MST4 Phosphorylation of ATG4B Regulates Autophagic Activity, Tumorigenicity, and Radioresistance in Glioblastoma

Cancer cell, 2017-12, Vol.32 (6), p.840-855.e8

2017

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Activation of the Receptor Tyrosine Kinase AXL Regulates the Immune Microenvironment in Glioblastoma

Cancer research (Chicago, Ill.), 2018-06, Vol.78 (11), p.3002-3013

2018

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scGEM: Unveiling the Nested Tree-Structured Gene Co-Expressing Modules in Single Cell Transcriptome Data

Cancers, 2023-08, Vol.15 (17), p.4277

2023

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Investigating immune and non-immune cell interactions in head and neck tumors by single-cell RNA sequencing

Nature communications, 2021-12, Vol.12 (1), p.7338-7338, Article 7338

2021

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A novel method of using Deep Belief Networks and genetic perturbation data to search for yeast signaling pathways

PloS one, 2018-09, Vol.13 (9), p.e0203871-e0203871

2018

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Phenotypic Plasticity of Invasive Edge Glioma Stem-like Cells in Response to Ionizing Radiation

Cell reports (Cambridge), 2019-02, Vol.26 (7), p.1893-1905.e7

2019

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Integrating data and knowledge to identify functional modules of genes: a multilayer approach

BMC bioinformatics, 2019-05, Vol.20 (1), p.225-225, Article 225

2019

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DNA translocation through hydrophilic nanopore in hexagonal boron nitride

Scientific reports, 2013-11, Vol.3 (1), p.3287, Article 3287

2013

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Explicit representation of protein activity states significantly improves causal discovery of protein phosphorylation networks

BMC bioinformatics, 2020-09, Vol.21 (Suppl 13), p.379-379, Article 379

2020

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Circulating miR-19a-3p and miR-483-5p as Novel Diagnostic Biomarkers for the Early Diagnosis of Gastric Cancer

Medical science monitor, 2020-06, Vol.26, p.e923444-e923444-8

2020

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Discovering functional impacts of miRNAs in cancers using a causal deep learning model

BMC medical genomics, 2018-12, Vol.11 (Suppl 6), p.116-116, Article 116

2018

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An individualized causal framework for learning intercellular communication networks that define microenvironments of individual tumors

PLoS computational biology, 2022-12, Vol.18 (12), p.e1010761-e1010761

2022

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A regulatory circuit of miR-125b/miR-20b and Wnt signalling controls glioblastoma phenotypes through FZD6-modulated pathways

Nature communications, 2016-10, Vol.7 (1), p.12885-12885, Article 12885

2016

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CDC20-Mediated hnRNPU Ubiquitination Regulates Chromatin Condensation and Anti-Cancer Drug Response

Cancers, 2022-07, Vol.14 (15), p.3732

2022

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Revealing the Impact of Genomic Alterations on Cancer Cell Signaling with an Interpretable Deep Learning Model

Cancers, 2023-07, Vol.15 (15), p.3857

2023

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Tumour-specific Causal Inference Discovers Distinct Disease Mechanisms Underlying Cancer Subtypes

Scientific reports, 2019-09, Vol.9 (1), p.13225-13, Article 13225

2019

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Systematic discovery of the functional impact of somatic genome alterations in individual tumors through tumor-specific causal inference

PLoS computational biology, 2019-07, Vol.15 (7), p.e1007088-e1007088

2019

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Machine learning based algorithms to impute PaO2 from SpO2 values and development of an online calculator

Scientific reports, 2022-05, Vol.12 (1), p.8235-8235, Article 8235

2022

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FAK loss reduces BRAFV600E-induced ERK phosphorylation to promote intestinal stemness and cecal tumor formation

eLife, 2024-06, Vol.13

2024

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Effect of Tea Tree Essential Oil on the Quality, Antioxidant Activity, and Microbiological Safety of Lightly Processed Lily (Lilium brownii var. viridulum) during Storage

Foods, 2024-07, Vol.13 (13), p.2106

2024

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Early Discrimination and Prediction of C. fimbriata-Infected Sweetpotatoes during the Asymptomatic Period Using Electronic Nose

Foods, 2022-06, Vol.11 (13), p.1919

2022

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Translocation of tetrahedral DNA nanostructures through a solid-state nanopore

Nanoscale, 2019, Vol.11 (13), p.6263-6269

2019

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Suppression of Frequency Modulation to Amplitude Modulation Conversion with Modified Group Velocity Dispersion Compensation Device in the Front End of High-Power Lasers

Applied sciences, 2022-01, Vol.12 (2), p.884

2022

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Unsupervised deep learning reveals prognostically relevant subtypes of glioblastoma

Purely Coherent Nonlinear Optical Response in Solution Dispersions of Graphene Sheets

MST4 Phosphorylation of ATG4B Regulates Autophagic Activity, Tumorigenicity, and Radioresistance in Glioblastoma

Activation of the Receptor Tyrosine Kinase AXL Regulates the Immune Microenvironment in Glioblastoma

scGEM: Unveiling the Nested Tree-Structured Gene Co-Expressing Modules in Single Cell Transcriptome Data

Investigating immune and non-immune cell interactions in head and neck tumors by single-cell RNA sequencing

A novel method of using Deep Belief Networks and genetic perturbation data to search for yeast signaling pathways

Phenotypic Plasticity of Invasive Edge Glioma Stem-like Cells in Response to Ionizing Radiation

Integrating data and knowledge to identify functional modules of genes: a multilayer approach

DNA translocation through hydrophilic nanopore in hexagonal boron nitride

Explicit representation of protein activity states significantly improves causal discovery of protein phosphorylation networks

Circulating miR-19a-3p and miR-483-5p as Novel Diagnostic Biomarkers for the Early Diagnosis of Gastric Cancer

Discovering functional impacts of miRNAs in cancers using a causal deep learning model

An individualized causal framework for learning intercellular communication networks that define microenvironments of individual tumors

A regulatory circuit of miR-125b/miR-20b and Wnt signalling controls glioblastoma phenotypes through FZD6-modulated pathways

CDC20-Mediated hnRNPU Ubiquitination Regulates Chromatin Condensation and Anti-Cancer Drug Response

Revealing the Impact of Genomic Alterations on Cancer Cell Signaling with an Interpretable Deep Learning Model

Tumour-specific Causal Inference Discovers Distinct Disease Mechanisms Underlying Cancer Subtypes

Systematic discovery of the functional impact of somatic genome alterations in individual tumors through tumor-specific causal inference

Machine learning based algorithms to impute PaO2 from SpO2 values and development of an online calculator

FAK loss reduces BRAFV600E-induced ERK phosphorylation to promote intestinal stemness and cecal tumor formation

Effect of Tea Tree Essential Oil on the Quality, Antioxidant Activity, and Microbiological Safety of Lightly Processed Lily (Lilium brownii var. viridulum) during Storage

Early Discrimination and Prediction of C. fimbriata-Infected Sweetpotatoes during the Asymptomatic Period Using Electronic Nose

Translocation of tetrahedral DNA nanostructures through a solid-state nanopore

Suppression of Frequency Modulation to Amplitude Modulation Conversion with Modified Group Velocity Dispersion Compensation Device in the Front End of High-Power Lasers

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