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Reconstructing Undersampled Photoacoustic Microscopy Images Using Deep Learning

IEEE Transactions on Medical Imaging(2020)10.1109/tmi.2020.3031541Source: DataRank Database

Reconstructing Undersampled Photoacoustic Microscopy Images Using Deep Learning is a research paper published in IEEE Transactions on Medical Imaging (2020). On theSindex it has a DataRank of 5.6. It has been cited 155 times, with 143 citing works in its 1-hop citation network.

N/A

5.6DataRank · unranked

Scored on demand from live citation data

Open Access155 citations · 143 citing works in its network

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Linked data & code

DataRank reads this dataset's downstream impact straight off the citation graph — no black box, no proprietary weighting. How is this computed?

›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (21 grants)Impact (FWCI 5.89)OA: greenTopics (48)Linked Datasets (2)DataCite Reuse (2)IDs (PubMed, PMC, OpenAlex)SDGs (1)

FAIR Checklist

Context only (not used in score)

Findable (2/2)

Has DOI
Indexed in repositories

Accessible (1/2)

Open Access

Interoperable (2/2)

DataCite relations
Linked datasets

Reusable (0/3)

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DataRank Breakdown

Base Score 14%Citation Network 86%

Base Score Contribution

0.757

From this paper's citation signal

Citation Network Contribution

4.8

From 114 citing papers with measurable signal

Learn more about DataRank methodology →

Top 5 citers driving the network score

Ranked by each citer's contribution to N(p) — log1p(C_q) divided by its reference count — out of 143 citers.

Deep-learning-based multi-transducer photoacoustic tomography imaging without radius calibration
Optics Letters202120 citations20 referencesContributes 0.152
Hybrid Intelligence-Driven Medical Image Recognition for Remote Patient Diagnosis in Internet of Medical Things
IEEE Journal of Biomedical and Health Informatics202191 citations30 referencesContributes 0.151
Ultra‐widefield and high‐speed spiral laser scanning OR‐PAM: System development and characterization
Journal of Biophotonics202315 citations20 referencesContributes 0.139
Photoacoustic Microscopy Imaging from Acoustic Resolution to Optical Resolution Enhancement with Deep Learning
202112 citations20 referencesContributes 0.128
Super Acoustic Resolution Photoacoustic Microscopy Imaging Enhancement
2022 IEEE Biomedical Circuits and Systems Conference (BioCAS)20229 citations19 referencesContributes 0.121

Authors (8)

Daiwei Li ORCID,Tri Vu ORCID,Maomao Chen ORCID,Dong Zhang ORCID,Jianwen Luo ORCID

Live enrichment

PubMed:33064648 PMC:PMC7858223 OpenAlex:https://openalex.org/W3093434218

National Institutes of Health

Grant: R01 EB028143

National Institutes of Health

Grant: R01 NS111039

National Institutes of Health

Grant: R01 NS115581

National Institutes of Health

Grant: R21 EB027304

National Institutes of Health

Grant: R43 CA243822

National Institutes of Health

Grant: R43 CA239830

National Institutes of Health

Grant: R44 HL138185

American Heart Association Collaborative Sciences

Grant: 18CSA34080277

NIGMS NIH HHS

Grant: R01 GM134036

NIBIB NIH HHS

Grant: R21 EB027981

NINDS NIH HHS

Grant: RF1 NS115581

National Institutes of Health

Grant: 1R21EB027304-01A1

Photoacoustic-imaging-guided intravascular sonothrombolysis

National Institutes of Health

Grant: 1R43CA239830-01A1

A turnkey research platform to accelerate clinical translation of focused-ultrasound (FUS) oncology therapies

National Institutes of Health

Grant: 1R01NS111039-01A1

High-resolution High-speed Photoacoustic and Ultrasound Imaging of Small Vessel Functions in Ischemic Stroke

National Institutes of Health

Grant: 1RF1NS115581-01

Head-mounted Photoacoustic Imaging of Deep-brain Neural Activities in Freely Behaving Animals

National Institutes of Health

Grant: 5R44HL138185-03

Whole-organ bioreactor with integrated nondestructive 3D molecular imaging

National Institutes of Health

Grant: 1R01EB028143-01A1

High-Throughput Volumetric Photoacoustic Imaging of Living Vascularized Organoids

National Institutes of Health

Grant: 1R43CA243822-01

Development of a Longitudinal Molecular Imaging Platform to Support Immuno-Oncology Research

Duke Center for Genomic and Computational Biology Faculty Research Grant

Duke MEDx Basic Science Grant

Duke Institute of Brain Science Incubator Award

FWCI

5.89

Citation Percentile

1.0%

Citation Trend

2020

2021

2022

2023

2024

2025

2026

greenLicense: IEEE Copyright

repositoryhttps://www.ncbi.nlm.nih.gov/pmc/articles/7858223

publisherhttp://xplorestaging.ieee.org/ielx7/42/9345548/09226513.pdf?arnumber=9226513

journalhttps://doi.org/10.1109/tmi.2020.3031541

repositoryhttps://pubmed.ncbi.nlm.nih.gov/33064648

Fields of Study

Photoacoustic and Ultrasonic ImagingThermography and Photoacoustic TechniquesThermal Regulation in Medicine01 natural sciences0103 physical sciencesAnimalsDeep LearningImage Processing, Computer-AssistedMiceMicroscopyNeural Networks, ComputerSpectrum Analysis

MeSH Terms

Deep LearningAnimalsImage Processing, Computer-AssistedMicroscopySpectrum AnalysisNeural Networks, ComputerMice

Keywords

UndersamplingComputer scienceArtificial intelligenceDeep learningConvolutional neural networkPixelComputer visionIterative reconstructionImage resolutionImage qualityGround truthMicroscopyPattern recognition (psychology)Image (mathematics)OpticsPhysicsFOS: Computer and information sciencesComputer Science - Machine LearningSpectrum AnalysisComputer Vision and Pattern Recognition (cs.CV)Image and Video Processing (eess.IV)Computer Science - Computer Vision and Pattern RecognitionElectrical Engineering and Systems Science - Image and Video ProcessingMachine Learning (cs.LG)MiceImage Processing, Computer-AssistedFOS: Electrical engineering, electronic engineering, information engineeringAnimalsNeural Networks, Computer

Sustainable Development Goals

SDG 0: Partnerships for the goals

Duke PAM Dataset

10.5281/zenodo.4042170Zenodo

Duke PAM Dataset

10.5281/zenodo.4042171Zenodo