Search Results - "Yu, Evan M."

A robust and interpretable deep learning framework for multi-modal registration via keypoints by Wang, Alan Q., Yu, Evan M., Dalca, Adrian V., Sabuncu, Mert R.

“…We present KeyMorph, a deep learning-based image registration framework that relies on automatically detecting corresponding keypoints. State-of-the-art deep…”
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A Convolutional Autoencoder Approach To Learn Volumetric Shape Representations For Brain Structures by Yu, Evan M., Sabuncu, Mert R.

“…We propose a novel machine learning strategy for studying neuroanatomical shape variation. Our model works with volumetric binary segmentation images, and…”
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A Robust and Interpretable Deep Learning Framework for Multi-modal Registration via Keypoints by Wang, Alan Q, Yu, Evan M, Dalca, Adrian V, Sabuncu, Mert R

“…We present KeyMorph, a deep learning-based image registration framework that relies on automatically detecting corresponding keypoints. State-of-the-art deep…”
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A Convolutional Autoencoder Approach to Learn Volumetric Shape Representations for Brain Structures by Yu, Evan M, Sabuncu, Mert R

“…We propose a novel machine learning strategy for studying neuroanatomical shape variation. Our model works with volumetric binary segmentation images, and…”
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An Auto-Encoder Strategy for Adaptive Image Segmentation by Yu, Evan M, Iglesias, Juan Eugenio, Dalca, Adrian V, Sabuncu, Mert R

“…Deep neural networks are powerful tools for biomedical image segmentation. These models are often trained with heavy supervision, relying on pairs of images…”
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The Role of Therapeutic Layering in Optimizing Treatment for Patients with Castration-Resistant Prostate Cancer (RADAR II) by Crawford, E. David, MD, Petrylak, Daniel P., MD, Shore, Neal, MD, Saad, Fred, MD, Slovin, Susan F., MD, PhD, Vogelzang, Nicholas J., MD, Keane, Thomas E., MD, Koo, Phillip J., MD, Gomella, Leonard G., MD, O'Sullivan, Joe M., MD, Tombal, Bertrand, MD, PhD, Concepcion, Raoul S., MD, Sieber, Paul, MD, Stone, Nelson N., MD, Finkelstein, Steven E., MD, Yu, Evan Y., MD

“…Abstract Objective To offer recommendations on identification of disease progression, treatment management strategies, and suggestions on timing of initiating…”
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Advanced Clinical States in Prostate Cancer by Cheng, Heather H., MD, PhD, Lin, Daniel W., MD, Yu, Evan Y., MD

“…The classification of clinical disease states within advanced prostate cancer is set apart from other solid tumors largely through measurement of…”
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A Prospective Study of a Resorbable Intravesical Fiducial Marker for Bladder Cancer Radiation Therapy by Greer, Matthew D., Schaub, Stephanie K., Bowen, Stephen R., Liao, Jay J., Russell, Kenneth, Chen, Jonathan J., Weg, Emily S., Meyer, Juergen, Alving, Tristan, Schade, George R., Gore, John L., Psutka, Sarah P., Montgomery, Robert B., Schweizer, Michael, Yu, Evan Y., Grivas, Petros, Wright, Jonathan L., Zeng, Jing

“…We conducted a prospective pilot study to evaluate safety and feasibility of TraceIT, a resorbable radiopaque hydrogel, to improve image guidance for bladder…”
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