Gilmer Valdes
University of California, San Francisco
H-index: 26
North America-United States
Top articles of Gilmer Valdes
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Multi-institutional Development and External Validation of a Machine Learning Model for the Prediction of Distant Metastasis in Patients Treated by Salvage Radiotherapy for … | European urology focus | Ali Sabbagh Derya Tilki Jean Feng Hartwig Huland Markus Graefen | 2024/1/1 |
Predicting the Effect of Proton Beam Therapy Technology on Pulmonary Toxicities for Patients With Locally Advanced Lung Cancer Enrolled in the Proton Collaborative Group … | International Journal of Radiation Oncology* Biology* Physics | Gilmer Valdes Jessica Scholey Tomi F Nano Efstathios D Gennatas Pranshu Mohindra | 2024/5/1 |
Diagnostic errors in hospitalized adults who died or were transferred to intensive care | JAMA Internal Medicine | Andrew D Auerbach Tiffany M Lee Colin C Hubbard Sumant R Ranji Katie Raffel | 2024/2/1 |
Artificial Intelligence in Radiation Oncology and Biomedical Physics | Gilmer Valdes Lei Xing | 2023/8/14 | |
Predicting successful clinical candidates for fiducial‐free lung tumor tracking with a deep learning binary classification model | arXiv preprint arXiv:2210.05079 | Matthieu Lafrenière Gilmer Valdes Martina Descovich | 2022/10/11 |
Systems and methods for generating improved decision trees | 2023/6/15 | ||
A Machine Learning Framework Integrating Electronic Health Records for Survival Prognostication in Cervix Cancer | International Journal of Radiation Oncology, Biology, Physics | N Malik K Lichter EJ Yoshida JAM Cunha ICJ Hsu | 2023/10/1 |
PD-0173 Proton center variations in predicting pulmonary toxicities from proton radiotherapy of lung cancer | Radiotherapy and Oncology | T Nano G Valdes J Scholey A Comas-Leon E Gennatas | 2023/5/1 |
Development and external validation of a machine learning model for prediction of lymph node metastasis in patients with prostate cancer | European Urology Oncology | Ali Sabbagh Samuel L Washington 3rd Derya Tilki Julian C Hong Jean Feng | 2023/10/1 |
Development and multi‐institutional validation of a convolutional neural network to detect vertebral body mis‐alignments in 2D x‐ray setup images | Cancer Science | Hiroyuki Abe Yusuke Kurose Shusuke Takahama Ayako Kume Shu Nishida | 2022/10 |
A unified path seeking algorithm for IMRT and IMPT beam orientation optimization | Physics in Medicine & Biology | Pavitra Ramesh Gilmer Valdes Daniel O’Connor Ke Sheng | 2023/9/22 |
PO07: Definitive Radiotherapy of Vulvar and Vaginal Melanoma with High Dose Rate Brachytherapy and Hyperthermia | Brachytherapy | Nauman H Malik Katie Lichter Emi Yoshida Adam Cunha Gilmer Valdes | 2023/9/1 |
Prospective clinical validation of virtual patient-specific quality assurance of volumetric modulated arc therapy radiation therapy plans | International Journal of Radiation Oncology* Biology* Physics | Phillip DH Wall Emily Hirata Olivier Morin Gilmer Valdes Alon Witztum | 2022/8/1 |
Towards a safe and efficient clinical implementation of machine learning in radiation oncology by exploring model interpretability, explainability and data-model dependency | Ana Barragán-Montero Adrien Bibal Margerie Huet Dastarac Camille Draguet Gilmer Valdés | 2022/5/27 | |
Risks and opportunities to ensure equity in the application of big data research in public health | Paul Wesson Yulin Hswen Gilmer Valdes Kristefer Stojanovski Margaret A Handley | 2022/4/5 | |
Artificial intelligence-guided prediction of dental doses before planning of radiation therapy for oropharyngeal cancer: technical development and initial feasibility of … | Advances in radiation oncology | Jason W Chan Nicole Hohenstein Colin Carpenter Adam J Pattison Olivier Morin | 2022/3/1 |
Machine Learning Applications in Quality Assurance of Radiation Delivery | Gilmer Valdes Alon Witztum Maria F Chan | 2022/2/2 | |
NSMCE2, a novel super-enhancer-regulated gene, is linked to poor prognosis and therapy resistance in breast cancer | BMC cancer | Carolina Di Benedetto Justin Oh Zainab Choudhery Weiquan Shi Gilmer Valdes | 2022/10/12 |
Use of receiver operating curve analysis and machine learning with an independent dose calculation system reduces the number of physical dose measurements required for patient … | International Journal of Radiation Oncology* Biology* Physics | K Hasse J Scholey BP Ziemer Y Natsuaki O Morin | 2021/3/15 |
PO-1297 Machine Learning Identifies Predicators of Disease-Free Survival in Patients with Cervical Cancer | Radiotherapy and Oncology | E Yoshida W Arbelo Gonzalez G Valdes E Hirata O Morin | 2021/8/1 |
