List of works - Yichen Wu

A deep learning-enabled portable imaging flow cytometer for cost-effective, high-throughput, and label-free analysis of natural water samples

scholarly article by Zoltán Gӧrӧcs et al published 2018 in Light: Science & Applications

A robust holographic autofocusing criterion based on edge sparsity: Comparison of Gini index and Tamura coefficient for holographic autofocusing based on the edge sparsity of the complex optical wavefront

Accurate color imaging of pathology slides using holography and absorbance spectrum estimation of histochemical stains

scholarly article by Yibo Zhang et al published 19 November 2018 in Journal of Biophotonics

Bright-field holography: cross-modality deep learning enables snapshot 3D imaging with bright-field contrast using a single hologram

scientific article published in 2019

Color calibration and fusion of lens-free and mobile-phone microscopy images for high-resolution and accurate color reproduction

scientific article

Compact Shielding of Graphene Monolayer Leads to Extraordinary SERS-Active Substrate with Large-Area Uniformity and Long-Term Stability

scientific article

Deep Learning Enables High-Throughput Analysis of Particle-Aggregation-Based Biosensors Imaged Using Holography

scientific article published on 21 December 2018

Deep Neural Network-Based Phase-Recovery and Auto-Focusing Extend the Depth-of-Field in Digital Holography

Deep learning in holography and coherent imaging

scientific article published on 11 September 2019

Demosaiced pixel super-resolution for multiplexed holographic color imaging

scientific article

Demosaiced pixel super-resolution in digital holography for multiplexed computational color imaging on-a-chip (Conference Presentation)

Edge sparsity criterion for robust holographic autofocusing

scientific article published in October 2017

Extended depth-of-field in holographic imaging using deep-learning-based autofocusing and phase recovery

scholarly article by Yichen Wu et al published 29 May 2018 in Optica

Fusion of lens-free microscopy and mobile-phone microscopy images for high-color-accuracy and high-resolution pathology imaging

scholarly article published 3 March 2017

Label-Free Bioaerosol Sensing Using Mobile Microscopy and Deep Learning

scholarly article by Yichen Wu et al published 4 October 2018 in ACS Photonics

Lensfree On-chip Microscopy Achieves Accurate Measurement of Yeast Cell Viability and Concentration Using Machine Learning

scholarly article published 2017

Lensless digital holographic microscopy and its applications in biomedicine and environmental monitoring

scientific article published on 29 August 2017

Mobile Microscopy and Machine Learning Provide Accurate and High-throughput Monitoring of Air Quality

scholarly article published 2017

Performance of ultra-thin SOI-based resonators for sensing applications

scientific article published in June 2014

Rapid, portable and cost-effective yeast cell viability and concentration analysis using lensfree on-chip microscopy and machine learning

scientific article

Robust Holographic Autofocusing Based on Edge Sparsity

Sparsity-based On-chip Holographic Microscopy

Sparsity-based multi-height phase recovery in holographic microscopy

scientific article

Spatial mapping and analysis of aerosols during a forest fire using computational mobile microscopy

Three-dimensional virtual refocusing of fluorescence microscopy images using deep learning

scientific article published on 04 November 2019

Virtual histological staining of unlabelled tissue-autofluorescence images via deep learning

scientific article published on 04 March 2019

Yeast viability and concentration analysis using lens-free computational microscopy and machine learning

scholarly article published 3 March 2017

List of works by Yichen Wu

A deep learning-enabled portable imaging flow cytometer for cost-effective, high-throughput, and label-free analysis of natural water samples

A robust holographic autofocusing criterion based on edge sparsity: Comparison of Gini index and Tamura coefficient for holographic autofocusing based on the edge sparsity of the complex optical wavefront

Accurate color imaging of pathology slides using holography and absorbance spectrum estimation of histochemical stains

Bright-field holography: cross-modality deep learning enables snapshot 3D imaging with bright-field contrast using a single hologram

Color calibration and fusion of lens-free and mobile-phone microscopy images for high-resolution and accurate color reproduction

Compact Shielding of Graphene Monolayer Leads to Extraordinary SERS-Active Substrate with Large-Area Uniformity and Long-Term Stability

Deep Learning Enables High-Throughput Analysis of Particle-Aggregation-Based Biosensors Imaged Using Holography

Deep Neural Network-Based Phase-Recovery and Auto-Focusing Extend the Depth-of-Field in Digital Holography

Deep learning in holography and coherent imaging

Demosaiced pixel super-resolution for multiplexed holographic color imaging

Demosaiced pixel super-resolution in digital holography for multiplexed computational color imaging on-a-chip (Conference Presentation)

Edge sparsity criterion for robust holographic autofocusing

Extended depth-of-field in holographic imaging using deep-learning-based autofocusing and phase recovery

Fusion of lens-free microscopy and mobile-phone microscopy images for high-color-accuracy and high-resolution pathology imaging

Label-Free Bioaerosol Sensing Using Mobile Microscopy and Deep Learning

Lensfree On-chip Microscopy Achieves Accurate Measurement of Yeast Cell Viability and Concentration Using Machine Learning

Lensless digital holographic microscopy and its applications in biomedicine and environmental monitoring

Mobile Microscopy and Machine Learning Provide Accurate and High-throughput Monitoring of Air Quality

Performance of ultra-thin SOI-based resonators for sensing applications

Rapid, portable and cost-effective yeast cell viability and concentration analysis using lensfree on-chip microscopy and machine learning

Robust Holographic Autofocusing Based on Edge Sparsity

Sparsity-based On-chip Holographic Microscopy

Sparsity-based multi-height phase recovery in holographic microscopy

Spatial mapping and analysis of aerosols during a forest fire using computational mobile microscopy

Three-dimensional virtual refocusing of fluorescence microscopy images using deep learning

Virtual histological staining of unlabelled tissue-autofluorescence images via deep learning

Yeast viability and concentration analysis using lens-free computational microscopy and machine learning