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Inaccurate Labels in Weakly-Supervised Deep Learning: Automatic Identification and Correction and Their Impact on Classification Performance.

D. Hao, L. Zhang, J. Sumkin, A. Mohamed, and S. Wu. IEEE J. Biomed. Health Informatics, 24 (9): 2701-2710 (2020)

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Reiner Sumkin

Jules Girard

Jules Kronfeld

Jules Chevalier

Jules Odekerken

Other publications of authors with the same name

Improving CAD performance in detecting masses depicted on prior images.B. Zheng, X. Wang, L. Wallace, C. Cohen, L. Hardesty, C. Hakim, G. Abran, J. Sumkin, and D. Gur. Medical Imaging: Image Processing, volume 5032 of SPIE Proceedings, SPIE, (2003)Projection models for stereo display of chest CT.X. Wang, W. Good, C. Fuhrman, J. Sumkin, C. Britton, T. Warfel, and D. Gur. Medical Imaging: Image-Guided Procedures, volume 5367 of SPIE Proceedings, SPIE, (2004)Radiomics-Informed Deep Curriculum Learning for Breast Cancer Diagnosis.G. Nebbia, S. Dadsetan, D. Arefan, M. Zuley, J. Sumkin, H. Huang, and S. Wu. MICCAI (5), volume 12905 of Lecture Notes in Computer Science, page 634-643. Springer, (2021)Multi-task learning to incorporate clinical knowledge into deep learning for breast cancer diagnosis.G. Nebbia, D. Arefan, M. Zuley, J. Sumkin, and S. Wu. Medical Imaging: Computer-Aided Diagnosis, volume 11597 of SPIE Proceedings, SPIE, (2021)Deep curriculum learning in task space for multi-class based mammography diagnosis.J. Luo, D. Arefan, M. Zuley, J. Sumkin, and S. Wu. Medical Imaging: Computer-Aided Diagnosis, volume 12033 of SPIE Proceedings, SPIE, (2022)Inaccurate Labels in Weakly-Supervised Deep Learning: Automatic Identification and Correction and Their Impact on Classification Performance.D. Hao, L. Zhang, J. Sumkin, A. Mohamed, and S. Wu. IEEE J. Biomed. Health Informatics, 24 (9): 2701-2710 (2020)Application of 3D geometric tensors for segmenting cylindrical tree structures from volumetric datasets.W. Good, X. Wang, C. Fuhrman, J. Sumkin, G. Maitz, J. Leader, C. Britton, and D. Gur. Medical Imaging: Image Processing, volume 6512 of SPIE Proceedings, page 65123R. SPIE, (2007)Knowledge-Guided Multi-Task Learning for Breast Cancer Diagnosis Using Longitudinal Mammogram Images.Z. Zhou, D. Arefan, M. Zuley, D. Hao, J. Sumkin, and S. Wu. ISBI, page 1-5. IEEE, (2024)Signal enhancement ratio (SER) quantified from breast DCE-MRI and breast cancer risk.S. Wu, B. Kurland, W. Berg, M. Zuley, R. Jankowitz, J. Sumkin, and D. Gur. Medical Imaging: Computer-Aided Diagnosis, volume 9414 of SPIE Proceedings, page 94140M. SPIE, (2015)Changes in frequency of recall recommendations of examinations depicting cancer with the availability of either priors or digital breast tomosynthesis.C. Hakim, A. Bandos, M. Ganott, V. Catullo, D. Chough, A. Kelly, D. Shinde, J. Sumkin, L. Wallace, R. Nishikawa and 1 other author(s). Medical Imaging: Image Perception, Observer Performance, and Technology Assessment, volume 9787 of SPIE Proceedings, page 97871A. SPIE, (2016)

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Disambiguation of "Sumkin, Jules H."

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Inaccurate Labels in Weakly-Supervised Deep Learning: Automatic Identification and Correction and Their Impact on Classification Performance.

Please choose a person to relate this publication to

Reiner Sumkin

Jules Girard

Jules Kronfeld

Jules Chevalier

Jules Odekerken

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Sumkin, Jules H."

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Inaccurate Labels in Weakly-Supervised Deep Learning: Automatic Identification and Correction and Their Impact on Classification Performance.

Please choose a person to relate this publication to

Reiner Sumkin

Jules Girard

Jules Kronfeld

Jules Chevalier

Jules Odekerken

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
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MSOffice XML

Inaccurate Labels in Weakly-Supervised Deep Learning: Automatic Identification and Correction and Their Impact on Classification Performance.