Artificial intelligence in radiotherapy treatment planning: present and future
Treatment planning is an essential step of the radiotherapy workflow. It has become more
sophisticated over the past couple of decades with the help of computer science, enabling …
sophisticated over the past couple of decades with the help of computer science, enabling …
An artificial intelligence framework integrating longitudinal electronic health records with real-world data enables continuous pan-cancer prognostication
Despite widespread adoption of electronic health records (EHRs), most hospitals are not
ready to implement data science research in the clinical pipelines. Here, we develop …
ready to implement data science research in the clinical pipelines. Here, we develop …
[HTML][HTML] Classification for long-term survival in oligometastatic patients treated with ablative radiotherapy: a multi-institutional pooled analysis
JC Hong, DN Ayala-Peacock, J Lee, AW Blackstock… - PloS one, 2018 - journals.plos.org
Background Radiotherapy is increasingly used to treat oligometastatic patients. We sought
to identify prognostic criteria in oligometastatic patients undergoing definitive …
to identify prognostic criteria in oligometastatic patients undergoing definitive …
Pulmonary ventilation imaging based on 4-dimensional computed tomography: comparison with pulmonary function tests and SPECT ventilation images
Purpose 4-dimensional computed tomography (4D-CT)-based pulmonary ventilation
imaging is an emerging functional imaging modality. The purpose of this study was to …
imaging is an emerging functional imaging modality. The purpose of this study was to …
System for High-Intensity Evaluation During Radiation Therapy (SHIELD-RT): a prospective randomized study of machine learning-directed clinical evaluations during …
PurposePatients undergoing outpatient radiotherapy (RT) or chemoradiation (CRT)
frequently require acute care (emergency department evaluation or hospitalization) …
frequently require acute care (emergency department evaluation or hospitalization) …
A nomogram to predict loco-regional control after re-irradiation for head and neck cancer
Background and purpose Loco-regionally recurrent head and neck cancer (HNC) in the
setting of prior radiotherapy carries significant morbidity and mortality. The role of re …
setting of prior radiotherapy carries significant morbidity and mortality. The role of re …
The expanding role of stereotactic body radiation therapy in oligometastatic solid tumors: What do we know and where are we going?
The spectrum hypothesis posits that there are distinct clinical states of metastatic
progression. Early data suggest that aggressive treatment of more biologically indolent …
progression. Early data suggest that aggressive treatment of more biologically indolent …
Reproducibility of four-dimensional computed tomography-based lung ventilation imaging
RATIONALE AND OBJECTIVES: A novel ventilation imaging method based on four-
dimensional (4D) computed tomography (CT) has been applied to the field of radiation …
dimensional (4D) computed tomography (CT) has been applied to the field of radiation …
Association of pre-treatment radiomic features with lung cancer recurrence following stereotactic body radiation therapy
Association of pre-treatment radiomic features with lung cancer recurrence following
stereotactic body radiation therapy - IOPscience This site uses cookies. By continuing to use …
stereotactic body radiation therapy - IOPscience This site uses cookies. By continuing to use …
Predicting emergency visits and hospital admissions during radiation and chemoradiation: An internally validated pretreatment machine learning algorithm
JC Hong, D Niedzwiecki, M Palta… - JCO clinical cancer …, 2018 - ascopubs.org
Purpose Patients undergoing radiotherapy (RT) or chemoradiotherapy (CRT) may require
emergency department evaluation or hospitalization. Early identification may direct …
emergency department evaluation or hospitalization. Early identification may direct …