Sci Data May 2023 PMID 37173336

VinDr-Mammo: A large-scale benchmark dataset for computer-aided diagnosis in full-field digital mammography.

Hieu T Nguyen, Ha Q Nguyen, Hieu H Pham, Khanh Lam, Linh T Le, Minh Dao, Van Vu

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Mentions

Peak: 6 in Mar 2022

across 2 sources since Mar 2022

Extended reach

121,858

potential audience

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Mentions per month

Mar 2022 – Aug 2023

Where it's discussed

X / Twitter8 posts
YouTube1 videos

AI synopsis

What people are saying

The discussions highlight the potential of VinDr-Mammo to improve diagnostic accuracy and AI model robustness, with mentions of its detailed annotations and large sample size, indicating both intellectual interest and recognition of its technological impact.

AgreementModerate agreement

Most posts recognize the importance of the dataset for advancing AI in medical diagnostics.

InterestModerate interest

Discussions show a moderate level of curiosity and appreciation for technical details about the dataset.

EngagementModerate engagement

Posts reference the dataset's applications and methodologies, indicating active engagement.

ImpactModerate impact

The collective tone suggests the dataset is considered a significant resource that could influence future research and clinical practices.

Abstract in brief

VinDrMammo is a large Vietnamese dataset containing 5000 digital mammography exams, including detailed lesion annotations and assessments like BIRADS and breast density, to support the development of better computer-aided diagnosis tools.
The dataset aims to enhance the robustness and interpretability of AI models for breast cancer detection by providing diverse and comprehensive data, which is especially valuable for training deep learning systems.
By making VinDrMammo publicly available, researchers can improve mammography interpretation and support clinicians in diagnosing breast diseases more accurately.]

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All mentions

VinDrMammo: Large Vietnamese Breast Cancer Imaging Dataset for AI Diagnosis

VinDrMammo is a large Vietnamese dataset with 5000 digital mammography exams, detailed lesion annotations, and assessments like BIRADS. It supports developing robust AI tools for breast cancer detection and improves…

STEM RTCL TV · Aug 18, 2023 75 views

Tim Leiner

@MLandDL_papers · X

VinDr-Mammo: A large-scale benchmark dataset for computer-aided diagnosis in full-field digital mammography https://t.co/VS6zBKtCzG

May 13, 2023 · 497 followers View post →

arXiv reaDer bot (cs-CV)

@arXiv_reaDer · X

Mar 19, 2023 · 388 followers View post →

DeepAI

@DeepAI · X

RT @arXiv_Daily: VinDr-Mammo: A large-scale benchmark dataset for computer-aided diagnosis in full-field digital mammography https://t.co/5…

Mar 28, 2022 · 2 shares · 53,995 followers View post →

arXiv Daily

@Arxiv_Daily · X

VinDr-Mammo: A large-scale benchmark dataset for computer-aided diagnosis in full-field digital mammography https://t.co/5yoh9ZA5qr by Hieu T. Nguyen et al. #DeepLearning #ComputerVision

Mar 27, 2022 · 8 likes · 2 shares · 48,933 followers View post →

Arxiv Bot

@BotArxiv · X

VinDr-Mammo: A large-scale benchmark dataset for computer-aided diagnosis in full-field digital mammography #ElectricalEngineering #engineering #arxiv https://t.co/ZrVTfydyBl

Mar 23, 2022 · 40 followers View post →

yappie

@yapp1e · X

VinDr-Mammo: A large-scale benchmark dataset for computer-aided diagnosis in full-field digital mammography. (arXiv:2203.11205v1 [eess.IV]) https://t.co/Eo12yanUQk Mammography, or breast X-ray, is the most widely used imaging modality to detect cancer and other breast diseases…

Mar 23, 2022 · 68 followers View post →

arXiv reaDer bot (cs-CV)

@arXiv_reaDer · X

Mar 22, 2022 · 388 followers View post →

medRxiv

@medrxivpreprint · X

VinDr-Mammo: A large-scale benchmark dataset for computer-aided diagnosis in full-field digital mammography https://t.co/63RE410Jhm #medRxiv

Mar 10, 2022 · 17,466 followers View post →