Dr. Razvan Cristescu Profile

Dr. Razvan Cristescu

at Merck & Co Inc

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Publications (2)

Proceedings Article | 3 April 2024 Presentation + Paper

HER2 prediction from breast H&E-stained whole slide images: a comparison between ROI-based supervised learning and multiple-instance learning approaches

Tosha Shah, Lin Li, Antong Chen, Radha Krishnan, Rajath Soans, Amir Vajdi, Razvan Cristescu

Proceedings Volume 12933, 129330R (2024) https://doi.org/10.1117/12.3006884

KEYWORDS: Education and training, Tumor growth modeling, Performance modeling, Machine learning, Breast, Data modeling, Tumors, Feature extraction, Breast cancer, Visual process modeling

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Proceedings Article | 4 April 2022 Poster + Paper

Prediction of tumor mutation burden from H&E whole-slide images: a comparison of training strategies with convolutional neural networks

Antong Chen, Tosha Shah, Andrew Brown, Haleh Akrami, Albert Swiston, Amir Vajdi, Radha Krishnan, Razvan Cristescu

Proceedings Volume 12039, 120391D (2022) https://doi.org/10.1117/12.2613196

KEYWORDS: Tumors, Melanoma, Convolutional neural networks, Tissues, Lung cancer, Cancer, Tumor growth modeling, Image classification, Receivers, Oncology

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