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Deep Multi-Constraint Soft Clustering Analysis for Single-Cell RNA-Seq Data via Zero-Inflated Autoencoder Embedding

IEEE/ACM transactions on computational biology and bioinformatics, 2023-05, Vol.20 (3), p.2254-2265

2023

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Network-Based Structural Learning Nonnegative Matrix Factorization Algorithm for Clustering of scRNA-Seq Data

IEEE/ACM transactions on computational biology and bioinformatics, 2023-01, Vol.20 (1), p.566-575

2023

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Achieving Automated Organelle Biopsy on Small Single Cells Using a Cell Surgery Robotic System

IEEE transactions on biomedical engineering, 2019-08, Vol.66 (8), p.2210-2222

2019

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Automated and Miniaturized Pico-Liter Metabolite Extraction System for Single-Cell Mass Spectrometry

IEEE transactions on biomedical engineering, 2023-02, Vol.70 (2), p.470-478

2023

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Single-Cell RNA-Seq Debiased Clustering via Batch Effect Disentanglement

IEEE transaction on neural networks and learning systems, 2024-08, Vol.35 (8), p.11371-11381

2024

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Comparison of Computational Methods for Imputing Single-Cell RNA-Sequencing Data

IEEE/ACM transactions on computational biology and bioinformatics, 2020-03, Vol.17 (2), p.376-389

2020

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Identification and validation of a seven‐gene prognostic marker in colon cancer based on single‐cell transcriptome analysis

IET systems biology, 2022-04, Vol.16 (2), p.72-83

2022

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Enhancing Single-Cell RNA-seq Data Completeness with a Graph Learning Framework

IEEE/ACM transactions on computational biology and bioinformatics, 2024-11, Vol.PP, p.1-9

2024

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Non-Negative Low-Rank Representation With Similarity Correction for Cell Type Identification in scRNA-Seq Data

IEEE/ACM transactions on computational biology and bioinformatics, 2023-11, Vol.20 (6), p.3737-3747

2023

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Deep Learning-Based CSI Feedback for Beamforming in Single- and Multi-Cell Massive MIMO Systems

IEEE journal on selected areas in communications, 2021-07, Vol.39 (7), p.1872-1884

2021

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Microwave Sensing of Yeast Cell Species and Viability

IEEE transactions on microwave theory and techniques, 2021-03, Vol.69 (3), p.1875-1886

2021

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Unsupervised Cluster Analysis and Gene Marker Extraction of scRNA-seq Data Based On Non-Negative Matrix Factorization

IEEE journal of biomedical and health informatics, 2022-01, Vol.26 (1), p.458-467

2022

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Polyphony: an Interactive Transfer Learning Framework for Single-Cell Data Analysis

IEEE transactions on visualization and computer graphics, 2023-01, Vol.29 (1), p.591-601

2023

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scCDG: A Method Based on DAE and GCN for scRNA-Seq Data Analysis

IEEE/ACM transactions on computational biology and bioinformatics, 2022-11, Vol.19 (6), p.3685-3694

2022

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scRCMF: Identification of Cell Subpopulations and Transition States From Single-Cell Transcriptomes

IEEE transactions on biomedical engineering, 2020-05, Vol.67 (5), p.1418-1428

2020

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Micropipette Aspiration of Single Cells for Both Mechanical and Electrical Characterization

IEEE transactions on biomedical engineering, 2019-11, Vol.66 (11), p.3185-3191

2019

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NMFLRR: Clustering scRNA-Seq Data by Integrating Nonnegative Matrix Factorization With Low Rank Representation

IEEE journal of biomedical and health informatics, 2022-03, Vol.26 (3), p.1394-1405

2022

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Single Cell Mass Spectrometry With a Robotic Micromanipulation System for Cell Metabolite Analysis

IEEE transactions on biomedical engineering, 2022-01, Vol.69 (1), p.325-333

2022

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Learning Consistency and Specificity of Cells From Single-Cell Multi-Omic Data

IEEE journal of biomedical and health informatics, 2024-05, Vol.28 (5), p.3134-3145

2024

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A Personalized Low-Rank Subspace Clustering Method Based on Locality and Similarity Constraints for scRNA-seq Data Analysis

IEEE journal of biomedical and health informatics, 2023-05, Vol.27 (5), p.2575-2584

2023

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scIDPMs: Single-Cell RNA-Seq Imputation Using Diffusion Probabilistic Models

IEEE journal of biomedical and health informatics, 2024-08, Vol.PP, p.1-12

2024

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Visualization and Analysis of Single Cell RNA-Seq Data by Maximizing Correntropy Based Non-Negative Low Rank Representation

IEEE journal of biomedical and health informatics, 2022-04, Vol.26 (4), p.1872-1882

2022

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Contactless Single Cell Extraction from Monolayer Cell Culture Using A MEMS Acoustic Droplet Ejector

IEEE transactions on biomedical engineering, 2024-08, Vol.PP, p.1-8

2024

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ScCCL: Single-Cell Data Clustering Based on Self-Supervised Contrastive Learning

IEEE/ACM transactions on computational biology and bioinformatics, 2023-05, Vol.20 (3), p.2233-2241

2023

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Compact tri-band metamaterial-inspired antenna based on CRLH resonant structures

Electronics letters, 2014-06, Vol.50 (12), p.847-848

2014

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Deep Multi-Constraint Soft Clustering Analysis for Single-Cell RNA-Seq Data via Zero-Inflated Autoencoder Embedding

Network-Based Structural Learning Nonnegative Matrix Factorization Algorithm for Clustering of scRNA-Seq Data

Achieving Automated Organelle Biopsy on Small Single Cells Using a Cell Surgery Robotic System

Automated and Miniaturized Pico-Liter Metabolite Extraction System for Single-Cell Mass Spectrometry

Single-Cell RNA-Seq Debiased Clustering via Batch Effect Disentanglement

Comparison of Computational Methods for Imputing Single-Cell RNA-Sequencing Data

Identification and validation of a seven‐gene prognostic marker in colon cancer based on single‐cell transcriptome analysis

Enhancing Single-Cell RNA-seq Data Completeness with a Graph Learning Framework

Non-Negative Low-Rank Representation With Similarity Correction for Cell Type Identification in scRNA-Seq Data

Deep Learning-Based CSI Feedback for Beamforming in Single- and Multi-Cell Massive MIMO Systems

Microwave Sensing of Yeast Cell Species and Viability

Unsupervised Cluster Analysis and Gene Marker Extraction of scRNA-seq Data Based On Non-Negative Matrix Factorization

Polyphony: an Interactive Transfer Learning Framework for Single-Cell Data Analysis

scCDG: A Method Based on DAE and GCN for scRNA-Seq Data Analysis

scRCMF: Identification of Cell Subpopulations and Transition States From Single-Cell Transcriptomes

Micropipette Aspiration of Single Cells for Both Mechanical and Electrical Characterization

NMFLRR: Clustering scRNA-Seq Data by Integrating Nonnegative Matrix Factorization With Low Rank Representation

Single Cell Mass Spectrometry With a Robotic Micromanipulation System for Cell Metabolite Analysis

Learning Consistency and Specificity of Cells From Single-Cell Multi-Omic Data

A Personalized Low-Rank Subspace Clustering Method Based on Locality and Similarity Constraints for scRNA-seq Data Analysis

scIDPMs: Single-Cell RNA-Seq Imputation Using Diffusion Probabilistic Models

Visualization and Analysis of Single Cell RNA-Seq Data by Maximizing Correntropy Based Non-Negative Low Rank Representation

Contactless Single Cell Extraction from Monolayer Cell Culture Using A MEMS Acoustic Droplet Ejector

ScCCL: Single-Cell Data Clustering Based on Self-Supervised Contrastive Learning

Compact tri-band metamaterial-inspired antenna based on CRLH resonant structures

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