External robustness validation of prospectively validated shield-RT model for acute care risk prediction during radiotherapy.
Jennifer Yin, Ryzen Benson, Alon Witztum, Neville Eclov et autres
0 citationsJCO Oncology Practice
Neville Eclov
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46Publications signalées
2871Citations signalées
1Affiliations récentes
Institutions déclarées
Domaines associés
Advanced Radiotherapy TechniquesLung Cancer Diagnosis and TreatmentMedical Imaging Techniques and ApplicationsRadiation Detection and Scintillator TechnologiesEffects of Radiation Exposure
Publications récentes
Multi-Institutional Validation of the SHIELD-RT Machine Learning Model to Prevent Acute Care Events during Radiotherapy
Manuela Elía-Guedea, R. Benson, Neeraj Bhargava, John Levey et autres
0 citationsInternational Journal of Radiation Oncology*Biology*Physics
Health Care Cost Reductions with Machine Learning-Directed Evaluations during Radiation Therapy - An Economic Analysis of a Randomized Controlled Study.
Manisha Palta, Samantha M. Thomas, Donna Niedzwiecki, Julian C. Hong et autres
0 citationsCarolina Digital Repository (University of North Carolina at Chapel Hill)
Health Care Cost Reductions with Machine Learning–Directed Evaluations during Radiation Therapy — An Economic Analysis of a Randomized Controlled Study
Divya Natesan, Eric L. Eisenstein, Samantha M. Thomas, Neville Eclov et autres
8 citationsNEJM AI
Healthcare provider evaluation of machine learning-directed care: reactions to deployment on a randomised controlled study
Julian C. Hong, Pranalee Patel, Neville Eclov, Sarah Jo Stephens et autres
5 citationsBMJ Health & Care Informatics
Implementation of machine learning in the clinic: challenges and lessons in prospective deployment from the System for High Intensity EvaLuation During Radiation Therapy (SHIELD-RT) randomized controlled study
Julian C. Hong, Neville Eclov, Sarah Jo Stephens, Yvonne M. Mowery et autres
12 citationsBMC Bioinformatics
Radiologists staunchly support patient safety and autonomy, in opposition to the SCOTUS decision to overturn Roe v Wade
Aditya Karandikar, Agnieszka O. Solberg, Alice Fung, Amie Y. Lee et autres
3 citationsClinical Imaging
Survey of Healthcare Providers Utilization and Perception of Telehealth On-Treatment Visits During COVID-19 Pandemic
R.F. Shenker, Julian C. Hong, Neville Eclov, Amy L. Fairchild et autres
0 citationsInternational Journal of Radiation Oncology*Biology*Physics
Machine Learning Algorithm Prospectively Predicts Survival for High-Risk Patients Undergoing Radiotherapy: A Survival Analysis of SHIELD-RT
Divya Natesan, Samantha M. Thomas, Neville Eclov, Nicole Dalal et autres
1 citationInternational Journal of Radiation Oncology*Biology*Physics
Impact of machine learning-directed on-treatment evaluations on cost of acute care visits: Economic analysis of SHIELD-RT.
Divya Natesan, Samantha Thomas, Eric L. Eisenstein, Neville Eclov et autres
2 citationsJournal of Clinical Oncology
Challenges Of The Clinical Machine Learning Implementation For The Prospective System For High Intensity Evaluation During Radiation Therapy (SHIELD-RT) Study
Neville Eclov, Sarah Jo Stephens, Yvonne M. Mowery, Jessica D. Tenenbaum et autres
0 citationsInternational Journal of Radiation Oncology*Biology*Physics
Healthcare Staff Sentiment Of Clinical Machine Learning Implementation On The Prospective System For High Intensity Evaluation During Radiotherapy (SHIELD-RT) Study
Julian C. Hong, Neville Eclov, Sarah Jo Stephens, Yvonne M. Mowery et autres
0 citationsInternational Journal of Radiation Oncology*Biology*Physics
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