Mr. Ziyu Su Profile

Ziyu Su

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Publications (6)

Proceedings Article | 3 April 2024 Presentation + Paper

Enhancing colorectal cancer tumor bud detection using deep learning from routine H&E-stained slides

Usama Sajjad, Wei Chen, Mostafa Rezapour, Ziyu Su, Thomas Tavolara, Wendy Frankel, Metin Gurcan, M. Khalid Khan Niazi

Proceedings Volume 12933, 129330T (2024) https://doi.org/10.1117/12.3006796

KEYWORDS: Tumors, Cancer detection, Deep learning, Colorectal cancer, Machine learning

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Proceedings Article | 3 April 2024 Paper

Adapting SAM to histopathology images for tumor bud segmentation in colorectal cancer

Ziyu Su, Wei Chen, Sony Annem, Usama Sajjad, Mostafa Rezapour, Wendy Frankel, Metin Gurcan, M. Khalid Khan Niazi

Proceedings Volume 12933, 129330C (2024) https://doi.org/10.1117/12.3006517

KEYWORDS: Image segmentation, Tumors, Histopathology, Colorectal cancer, Pathology

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Proceedings Article | 3 April 2024 Presentation + Paper

Combining frontal and profile view facial images to predict difficult-to-intubate patients using AI

Ziyu Su, Thomas Tavolara, Usama Sajjad, Metin Gurcan, Scott Segal, M. Khalid Khan Niazi

Proceedings Volume 12927, 129270L (2024) https://doi.org/10.1117/12.3006465

KEYWORDS: Data modeling, Feature extraction, Artificial intelligence, Facial recognition systems, Performance modeling

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Proceedings Article | 3 April 2024 Presentation + Paper

Few-shot tumor bud segmentation using generative model in colorectal carcinoma

Ziyu Su, Wei Chen, Preston Leigh, Usama Sajjad, Shuo Niu, Mostafa Rezapour, Wendy Frankel, Metin Gurcan, M. Khalid Khan Niazi

Proceedings Volume 12933, 129330A (2024) https://doi.org/10.1117/12.3006418

KEYWORDS: Image segmentation, Tumors, Data modeling, Cancer detection, Deep learning

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Proceedings Article | 3 April 2024 Paper

Deep-ODX: an efficient deep learning tool to risk stratify breast cancer patients from histopathology images

Ziyu Su, Amanda Rosen, Robert Wesolowski, Gary Tozbikian, M. Khalid Khan Niazi, Metin Gurcan

Proceedings Volume 12933, 1293307 (2024) https://doi.org/10.1117/12.3006272

KEYWORDS: Breast cancer, Deep learning, Histopathology, Machine learning, Chemotherapy, Feature extraction, Data modeling, Neural networks

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Proceedings Article | 7 April 2023 Poster + Paper

Predicting obstructive sleep apnea severity from craniofacial images using ensemble machine learning models

Ziyu Su, Sandhya Kumar, Thomas Tavolara, Metin Gurcan, Scott Segal, M. Khalid Khan Niazi

Proceedings Volume 12465, 124652P (2023) https://doi.org/10.1117/12.2654353

KEYWORDS: Machine learning, Data modeling, Polysomnography, Education and training, Sleep apnea, Deep learning, Performance modeling, Pulmonary disorders, Neurological disorders, Medicine

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Showing 5 of 6 publications

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