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Medicine 论文解读
Medicine 领域重要论文的 AI 解读列表，按研究动机、方法与结果结构化呈现。
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4,619 results
Sparks of Artificial General Intelligence: Early experiments with GPT-4
Sébastien Bubeck, Varun Chandrasekaran, +12
arXiv (Cornell University)
|
2023
|
1,528 citations
CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning
Pranav Rajpurkar, Jeremy Irvin, +10
arXiv (Cornell University)
|
2017
|
1,447 citations
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
Spyridon Bakas, Mauricio Reyes, +425
arXiv (Cornell University)
|
2018
|
1,414 citations
Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Noel Codella, Veronica Rotemberg, +10
arXiv (Cornell University)
|
2019
|
984 citations
COVIDX-Net: A Framework of Deep Learning Classifiers to Diagnose COVID-19 in X-Ray Images
Ezz El‐Din Hemdan, Marwa A. Shouman, +1
arXiv (Cornell University)
|
2020
|
972 citations
Accurate image reconstruction from few-views and limited-angle data in divergent-beam CT
Emil Y. Sidky, Chien-Min Kao, +1
ArXiv.org
|
2009
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951 citations
COVID-19 Image Data Collection
Joseph Cohen, Paul Morrison, +1
arXiv (Cornell University)
|
2020
|
818 citations
COVID-CT-Dataset: A CT Scan Dataset about COVID-19
Yang, Xingyi, Xuehai He, +4
arXiv (Cornell University)
|
2020
|
728 citations
A large annotated medical image dataset for the development and evaluation of segmentation algorithms
Amber L. Simpson, Michela Antonelli, +22
arXiv (Cornell University)
|
2019
|
717 citations
Rapid AI Development Cycle for the Coronavirus (COVID-19) Pandemic: Initial Results for Automated Detection & Patient Monitoring using Deep Learning CT Image Analysis
Ophir Gozes, Maayan Frid-Adar, +6
arXiv (Cornell University)
|
2020
|
672 citations
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