Jungkyu Park

Computer Science · Physical Sciences

7h-index1.2kcitations14works0.72yr avg
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Research Topics

AI in cancer detection(11), Radiomics and Machine Learning in Medical Imaging(10), Colorectal Cancer Screening and Detection(3), Digital Radiography and Breast Imaging(3), Global Cancer Incidence and Screening(2)

Publications14 total

A Multi-Modal AI System for Screening Mammography: Integrating 2D and 3D Imaging to Improve Breast Cancer Detection in a Prospective Clinical Study
arXiv (Cornell University)·2025· 2 citedOpen Access
Intelligence collection prioritization techniques for machine learning-based battlefield intelligence analysis systems
The Journal of the Korean Institute of Information and Communication Engineering·2024Open Access
A training regime to learn unified representations from complementary breast imaging modalities
arXiv (Cornell University)·2024Open Access
Exploring synthesizing 2D mammograms from 3D digital breast tomosynthesis images
2023· 1 cited
Leveraging Transformers to Improve Breast Cancer Classification and Risk Assessment with Multi-modal and Longitudinal Data
arXiv (Cornell University)·2023· 10 citedOpen Access
An Efficient Deep Neural Network to Classify Large 3D Images With Small Objects
IEEE Transactions on Medical Imaging·2023· 5 citedOpen Access
Artificial intelligence system reduces false-positive findings in the interpretation of breast ultrasound exams
Nature Communications·2021· 237 citedOpen Access
Lessons from the first DBTex Challenge
Nature Machine Intelligence·2021· 8 citedOpen Access
Artificial Intelligence System Reduces False-Positive Findings in the Interpretation of Breast Ultrasound Exams
2021· 20 citedOpen Access
An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization
Medical Image Analysis·2020· 196 citedOpen Access
Deep Neural Networks Improve Radiologists’ Performance in Breast Cancer Screening
IEEE Transactions on Medical Imaging·2019· 650 citedOpen Access
Globally-Aware Multiple Instance Classifier for Breast Cancer Screening
arXiv (Cornell University)·2019· 5 citedOpen Access
Globally-Aware Multiple Instance Classifier for Breast Cancer Screening
Lecture notes in computer science·2019· 32 citedOpen Access
The Evolution of Shared Concepts in Changing Populations
Review of Philosophy and Psychology·2018· 6 cited

Frequent Co-authors

Krzysztof J. Geras(12), Laura Heacock(9), Linda Moy(9), Yiqiu Shen(7), Nan Wu(6), Alana A. Lewin(6), Beatriu Reig(5), Jan Witowski(5), Jason Phang(4), Stacey Wolfson(4), Kyunghyun Cho(4), Eric Kim(3), Ujas Parikh(3), Sushma Gaddam(3), Kristine Pysarenko(3), Naziya Samreen(3), Farah E. Shamout(3), Alexandra Millet(3), Jakub Chłędowski(3), Stanisław Jastrzȩbski(2)