Dr. Colleen H. Neal Profile

Dr. Colleen H. Neal

at Michigan Medicine

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Publications (2)

Proceedings Article | 16 March 2020 Presentation + Paper

Explainable AI for medical imaging: deep-learning CNN ensemble for classification of estrogen receptor status from breast MRI

Zachary Papanastasopoulos, Ravi Samala, Heang-Ping Chan, Lubomir Hadjiiski, Chintana Paramagul, Mark Helvie, Colleen Neal

Proceedings Volume 11314, 113140Z (2020) https://doi.org/10.1117/12.2549298

KEYWORDS: Breast, Artificial intelligence, Magnetic resonance imaging, Tissues, Tumors, Medical imaging, Data modeling, Receptors, Performance modeling, Machine learning

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Proceedings Article | 13 March 2019 Presentation + Paper

Homogenization of breast MRI across imaging centers and feature analysis using unsupervised deep embedding

Ravi Samala, Heang-Ping Chan, Lubomir Hadjiiski, Chintana Paramagul, Mark Helvie, Colleen Neal

Proceedings Volume 10950, 1095020 (2019) https://doi.org/10.1117/12.2512209

KEYWORDS: Magnetic resonance imaging, Homogenization, Breast, Tumors, Machine learning, Tissues, Scanners, Mammography, Breast cancer, Data acquisition, Artificial intelligence

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