Nataliya Kovalchuk

Adaptive Region-Specific Loss for Improved Medical Image Segmentation

Yizheng Chen, Lequan Yu, Jen‐Yeu Wang et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2023 · 59 citations · Full text

Computing, Biomedical Engineering, Computer Science +13

Clinical and treatment factors associated with vaginal stenosis after definitive chemoradiation for anal canal cancer

Kristina Mirabeau-Beale, Theodore S. Hong, Andrzej Niemierko et al. · Practical Radiation Oncology · 2014 · 56 citations

Medicine, Oncology, Surgery +13

Incorporating dosimetric features into the prediction of 3D VMAT dose distributions using deep convolutional neural network

Ming Ma, Nataliya Kovalchuk, Mark K. Buyyounouski et al. · Physics in Medicine and Biology · 2019 · 56 citations

Medicine, Computer Science, Radiation Oncology +17

Dosimetric features‐driven machine learning model for DVH prediction in VMAT treatment planning

Ming Ma, Nataliya Kovalchuk, Mark K. Buyyounouski et al. · Medical Physics · 2018 · 53 citations

Medicine, Oncology, Radiation Oncology +16

The Stanford Volumetric Modulated Arc Therapy Total Body Irradiation Technique

Nataliya Kovalchuk, Eric Simiele, Lawrie Skinner et al. · Practical Radiation Oncology · 2022 · 38 citations

Medicine, Radiation Oncology, Radiation Dosimetry +9