Rogue waves and analogies in optics and oceanography
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journal
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September 2019 |
Classifying T cell activity in autofluorescence intensity images with convolutional neural networks
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journal
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December 2019 |
Comparison and optimization of machine learning methods for automated classification of circulating tumor cells: Automated Circulating Tumor Cell Image Classifiers
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journal
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October 2016 |
Quadriwave lateral shearing interferometric microscopy with wideband sensitivity enhancement for quantitative phase imaging in real time
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journal
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January 2017 |
Combining high-throughput imaging flow cytometry and deep learning for efficient species and life-cycle stage identification of phytoplankton
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journal
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December 2018 |
Reconstructing cell cycle and disease progression using deep learning
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journal
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September 2017 |
Quantitative assessment of cancer cell morphology and motility using telecentric digital holographic microscopy and machine learning: Holography of Cancer Cell Motile Phenotypes
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journal
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December 2017 |
Identification of non-activated lymphocytes using three-dimensional refractive index tomography and machine learning
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journal
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July 2017 |
Performance of convolutional neural networks for identification of bacteria in 3D microscopy datasets
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journal
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December 2018 |
Sensitivity and specificity evaluation of multiple neurodegenerative proteins for Creutzfeldt-Jakob disease diagnosis using a deep-learning approach
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text
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January 2019 |
Time stretch and its applications
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journal
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June 2017 |
High accuracy detection for T-cells and B-cells using deep convolutional neural networks
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journal
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December 2018 |
High-throughput imaging flow cytometry by optofluidic time-stretch microscopy
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journal
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July 2018 |
Automated assessment of breast cancer margin in optical coherence tomography images via pretrained convolutional neural network
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journal
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November 2018 |
Label-free biomarkers of human embryonic stem cell differentiation to hepatocytes: Label-Free Biomarkers
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journal
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May 2016 |
Sensitivity and specificity evaluation of multiple neurodegenerative proteins for Creutzfeldt-Jakob disease diagnosis using a deep-learning approach
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text
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January 2019 |
Applications of Deep-Learning in Exploiting Large-Scale and Heterogeneous Compound Data in Industrial Pharmaceutical Research
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journal
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November 2019 |
Deep learning in bioinformatics
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journal
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July 2016 |
Cervical cell recognition based on AGVF-Snake algorithm
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journal
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April 2019 |
Graphene-Based Materials for Biosensors: A Review
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journal
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September 2017 |
PhaseStain: the digital staining of label-free quantitative phase microscopy images using deep learning
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journal
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February 2019 |
Label-free imaging flow cytometer for analyzing large cell populations by line-field quantitative phase microscopy with digital refocusing
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journal
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January 2020 |
Deep Cytometry: Deep learning with Real-time Inference in Cell Sorting and Flow Cytometry
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text
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January 2019 |
Deep-Learning-Based Label-Free Segmentation of Cell Nuclei in Time-Lapse Refractive Index Tomograms
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journal
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January 2019 |
Development of full-field optical spatial coherence tomography system for automated identification of malaria using the multilevel ensemble classifier
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journal
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February 2018 |
A Transfer Learning Approach for Microstructure Reconstruction and Structure-property Predictions
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journal
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September 2018 |
Quantitative scoring of epithelial and mesenchymal qualities of cancer cells using machine learning and quantitative phase imaging
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journal
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February 2020 |
Antimicrobial peptide identification using multi-scale convolutional network
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journal
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December 2019 |
Leveraging uncertainty information from deep neural networks for disease detection
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journal
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December 2017 |
Artificial intelligence for microscopy: what you should know
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journal
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July 2019 |
A novel machine learning based approach for iPS progenitor cell identification
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posted_content
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August 2019 |
Plasmonic nanostructure design and characterization via Deep Learning
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journal
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September 2018 |
Quantitative Phase Imaging for Label-Free Analysis of Cancer Cells—Focus on Digital Holographic Microscopy
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journal
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June 2018 |
Automatic white blood cell classification using pre-trained deep learning models: ResNet and Inception
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conference
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April 2018 |
Tera-sample-per-second single-shot device analyzer
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journal
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January 2019 |
Immune cell type, cell activation, and single cell heterogeneity revealed by label-free optical methods
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journal
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November 2019 |
Fibre-optic based particle sensing via deep learning
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journal
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September 2019 |
Artificial Intelligence for Microscopy: What You Should Know
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posted_content
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February 2019 |
Artificial Intelligence for Microscopy: What You Should Know
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posted_content
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February 2019 |
A transparent cancer classifier
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journal
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December 2018 |
High-throughput, label-free, single-cell, microalgal lipid screening by machine-learning-equipped optofluidic time-stretch quantitative phase microscopy: Characterization of Heterogeneous Populations of E. gracilis
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journal
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April 2017 |
Physics-Based Feature Engineering
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book
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May 2019 |
Classifying optical microscope images of exfoliated graphene flakes by data-driven machine learning
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journal
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January 2019 |
Portable Multiplex Optical Assays
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journal
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December 2018 |
Optofluidic time-stretch imaging – an emerging tool for high-throughput imaging flow cytometry
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journal
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January 2016 |
Real-time Image Processing for Microscopy-based Label-free Imaging Flow Cytometry in a Microfluidic Chip
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journal
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September 2017 |
Predicting cancer cell invasion by single-cell physical phenotyping
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journal
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March 2018 |
Quantitative Phase Imaging Flow Cytometry for Ultra‐Large‐Scale Single‐Cell Biophysical Phenotyping
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journal
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April 2019 |
Machine Learning Based Real‐Time Image‐Guided Cell Sorting and Classification
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journal
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April 2019 |
The Next Era: Deep Learning in Pharmaceutical Research
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journal
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September 2016 |
Intelligent control of mode-locked femtosecond pulses by time-stretch-assisted real-time spectral analysis
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journal
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January 2020 |
Cell migration in microengineered tumor environments
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journal
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January 2017 |
A neural lens for super-resolution biological imaging
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journal
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June 2019 |
Microplastic Identification via Holographic Imaging and Machine Learning
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journal
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January 2020 |
Noninvasive detection of macrophage activation with single-cell resolution through machine learning
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journal
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March 2018 |
Machine learning analysis of extreme events in optical fibre modulation instability
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journal
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November 2018 |
Using Flow Cytometry and Multistage Machine Learning to Discover Label-Free Signatures of Algal Lipid Accumulation
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posted_content
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June 2019 |
Cell dynamic morphology classification using deep convolutional neural networks: Cell Dynamic Morphology
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journal
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May 2018 |
Machine Learning with Optical Phase Signatures for Phenotypic Profiling of Cell Lines
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journal
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April 2019 |
Optical inspection of nanoscale structures using a novel machine learning based synthetic image generation algorithm
|
journal
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January 2019 |
Sensitivity and specificity evaluation of multiple neurodegenerative proteins for Creutzfeldt-Jakob disease diagnosis using a deep-learning approach
|
journal
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January 2019 |
A novel machine learning based approach for iPS progenitor cell identification
|
journal
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December 2019 |
Time-stretch LiDAR as a spectrally scanned time-of-flight ranging camera
|
journal
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December 2019 |
PhaseStain: Digital staining of label-free quantitative phase microscopy images using deep learning
|
text
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January 2018 |
Direct Observation of Spatiotemporal Dynamics of Short Electron Bunches in Storage Rings
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journal
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February 2017 |
Holographic deep learning for rapid optical screening of anthrax spores
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journal
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August 2017 |
Deep Cytometry: Deep learning with Real-time Inference in Cell Sorting and Flow Cytometry
|
journal
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July 2019 |
Intelligent frequency-shifted optofluidic time-stretch quantitative phase imaging
|
journal
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January 2020 |
Automatic label‐free detection of breast cancer using nonlinear multimodal imaging and the convolutional neural network ResNet50
|
journal
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December 2019 |
Applications of Deep-Learning in Exploiting Large-Scale and Heterogeneous Compound Data in Industrial Pharmaceutical Research
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text
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January 2019 |
Deep learning of diffraction image patterns for accurate classification of five cell types
|
journal
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December 2019 |
Learning from droplet flows in microfluidic channels using deep neural networks
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text
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January 2019 |
In vitro monitoring of photoinduced necrosis in HeLa cells using digital holographic microscopy and machine learning
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journal
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January 2020 |
Learning from droplet flows in microfluidic channels using deep neural networks
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journal
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May 2019 |
A Transfer Learning Approach for Microstructure Reconstruction and Structure-property Predictions
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preprint
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January 2018 |
Quantitative imaging of lipid droplets in single cells
|
journal
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January 2019 |
Intelligent whole-blood imaging flow cytometry for simple, rapid, and cost-effective drug-susceptibility testing of leukemia
|
journal
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January 2019 |
Applications of Deep-Learning in Exploiting Large-Scale and Heterogeneous Compound Data in Industrial Pharmaceutical Research
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text
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January 2019 |
Label-free classification of cells based on supervised machine learning of subcellular structures
|
journal
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January 2019 |
Using flow cytometry and multistage machine learning to discover label-free signatures of algal lipid accumulation
|
journal
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July 2019 |
Net-FLICS: fast quantitative wide-field fluorescence lifetime imaging with compressed sensing – a deep learning approach
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journal
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March 2019 |
Matrix Analysis of Warped Stretch Imaging
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journal
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September 2017 |
Label-free detection of cellular drug responses by high-throughput bright-field imaging and machine learning
|
journal
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September 2017 |
A Machine Learning Assisted, Label-free, Non-invasive Approach for Somatic Reprogramming in Induced Pluripotent Stem Cell Colony Formation Detection and Prediction
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journal
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October 2017 |
Machine Learning for Nuclear Mechano-Morphometric Biomarkers in Cancer Diagnosis
|
journal
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December 2017 |
All-passive pixel super-resolution of time-stretch imaging
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journal
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March 2017 |
Computational Analysis of Cell Dynamics in Videos with Hierarchical-Pooled Deep-Convolutional Features
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journal
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August 2018 |
Assessing microscope image focus quality with deep learning
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journal
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March 2018 |
Context-Aware Image Compression
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journal
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July 2016 |
The Temporal Gearbox
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preprint
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January 2016 |
Time Stretch Inspired Computational Imaging
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preprint
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January 2017 |
ParasNet: Fast Parasites Detection with Neural Networks
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preprint
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January 2020 |