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Deep reinforcement learning for automated radiation adaptation in lung cancer

Medical physics (Lancaster), 2017-12, Vol.44 (12), p.6690-6705

2017

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Integrating Multiomics Information in Deep Learning Architectures for Joint Actuarial Outcome Prediction in Non-Small Cell Lung Cancer Patients After Radiation Therapy

International journal of radiation oncology, biology, physics, 2021-07, Vol.110 (3), p.893-904

2021

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Lung Subregion Partitioning by Incremental Dose Intervals Improves Omics-Based Prediction for Acute Radiation Pneumonitis in Non-Small-Cell Lung Cancer Patients

Cancers, 2022-10, Vol.14 (19), p.4889

2022

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3D computational model of oxygen depletion kinetics in brain vasculature during FLASH RT and its implications for in vivo oximetry experiments

Medical physics (Lancaster), 2022-06, Vol.49 (6), p.3914-3925

2022

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Balancing accuracy and interpretability of machine learning approaches for radiation treatment outcomes modeling

BJR open, 2019-11, Vol.1 (1), p.20190021-20190021

2019

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Introduction to machine and deep learning for medical physicists

Medical physics (Lancaster), 2020-06, Vol.47 (5), p.e127-e147

2020

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Integrating multi-omics information in deep learning architectures for joint actuarial outcome prediction in non-small-cell lung cancer patients after radiation therapy

International journal of radiation oncology, biology, physics, 2021-02, Vol.110 (3), p.893-904

2021

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Interpretable artificial intelligence in radiology and radiation oncology

British journal of radiology, 2023-10, Vol.96 (1150), p.20230142-20230142

2023

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Machine Learning and Imaging Informatics in Oncology

Oncology, 2020-06, Vol.98 (6), p.344-362

2020

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Combining handcrafted features with latent variables in machine learning for prediction of radiation‐induced lung damage

Medical physics (Lancaster), 2019-05, Vol.46 (5), p.2497-2511

2019

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SO016 / #712 - A TPS PLUG-IN SCRIPT FOR PBS DOSE RATE CALCULATION OF UHDR PROTON THERAPY

International journal of particle therapy, 2024-06, Vol.12

2024

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A TPS PLUG-IN SCRIPT FOR PBS DOSE RATE CALCULATION OF UHDR PROTON THERAPY

International journal of particle therapy, 2024-06, Vol.12, p.100328, Article 100328

2024

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Artificial intelligence (AI) and machine learning (ML) in precision oncology: a review on enhancing discoverability through multiomics integration

British journal of radiology, 2023-10, Vol.96 (1150), p.20230211

2023

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Current status and future developments in predicting outcomes in radiation oncology

British journal of radiology, 2022-10, Vol.95 (1139), p.20220239-20220239

2022

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Artificial Intelligence for Outcome Modeling in Radiotherapy

Seminars in radiation oncology, 2022-10, Vol.32 (4), p.351-364

2022

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A time- and space-saving Monte Carlo simulation method using post-collimation generative adversarial network for dose calculation of an O-ring gantry Linac

Physica medica, 2024-03, Vol.119, p.103318-103318, Article 103318

2024

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1508: Chest wall pain after single-fraction SABR: Dosimetric analysis from the iSABR trial (NCT01463423)

Radiotherapy and oncology, 2024-05, Vol.194, p.S1674-S1676

2024

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Chest wall pain after single-fraction thoracic stereotactic ablative Radiotherapy: Dosimetric analysis from the iSABR trial

Radiotherapy and oncology, 2024-07, Vol.196, p.110317, Article 110317

2024

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P225 / #711 - QUANTITATIVE MASS SPECTROMETRY BASED PEPTIDE CLASSIFICATION OF FLASH VERSUS CONVENTIONAL PROTON IRRADIATION OF MOUSE SKIN AND COLON

International journal of particle therapy, 2024-06, Vol.12

2024

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QUANTITATIVE MASS SPECTROMETRY BASED PEPTIDE CLASSIFICATION OF FLASH VERSUS CONVENTIONAL PROTON IRRADIATION OF MOUSE SKIN AND COLON

International journal of particle therapy, 2024-06, Vol.12, p.100609, Article 100609

2024

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INFLUENCE OF DOSE RATE AND BEAM PAUSES ON THE FLASH EFFECT

International journal of particle therapy, 2024-06, Vol.12, p.100279, Article 100279

2024

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O166 / #900 - INFLUENCE OF DOSE RATE AND BEAM PAUSES ON THE FLASH EFFECT

International journal of particle therapy, 2024-06, Vol.12

2024

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Promotion of HBeAg seroconversion/loss in patients with chronic hepatitis B following the switch from nucleoside drugs to telbivudine and adefovir

Zhonghua gan zang bing za zhi, 2014-10, Vol.22 (10), p.776

2014

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Artificial Neural Network With Composite Architectures for Prediction of Local Control in Radiotherapy

IEEE transactions on radiation and plasma medical sciences, 2019-03, Vol.3 (2), p.242-249

2019

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Anti-HBV efficacy of bifendate in treatment of chronic hepatitis B, a primary study

Zhong hua yi xue za zhi, 2002-04, Vol.82 (8), p.538

2002

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Deep reinforcement learning for automated radiation adaptation in lung cancer

Integrating Multiomics Information in Deep Learning Architectures for Joint Actuarial Outcome Prediction in Non-Small Cell Lung Cancer Patients After Radiation Therapy

Lung Subregion Partitioning by Incremental Dose Intervals Improves Omics-Based Prediction for Acute Radiation Pneumonitis in Non-Small-Cell Lung Cancer Patients

3D computational model of oxygen depletion kinetics in brain vasculature during FLASH RT and its implications for in vivo oximetry experiments

Balancing accuracy and interpretability of machine learning approaches for radiation treatment outcomes modeling

Introduction to machine and deep learning for medical physicists

Integrating multi-omics information in deep learning architectures for joint actuarial outcome prediction in non-small-cell lung cancer patients after radiation therapy

Interpretable artificial intelligence in radiology and radiation oncology

Machine Learning and Imaging Informatics in Oncology

Combining handcrafted features with latent variables in machine learning for prediction of radiation‐induced lung damage

SO016 / #712 - A TPS PLUG-IN SCRIPT FOR PBS DOSE RATE CALCULATION OF UHDR PROTON THERAPY

A TPS PLUG-IN SCRIPT FOR PBS DOSE RATE CALCULATION OF UHDR PROTON THERAPY

Artificial intelligence (AI) and machine learning (ML) in precision oncology: a review on enhancing discoverability through multiomics integration

Current status and future developments in predicting outcomes in radiation oncology

Artificial Intelligence for Outcome Modeling in Radiotherapy

A time- and space-saving Monte Carlo simulation method using post-collimation generative adversarial network for dose calculation of an O-ring gantry Linac

1508: Chest wall pain after single-fraction SABR: Dosimetric analysis from the iSABR trial (NCT01463423)

Chest wall pain after single-fraction thoracic stereotactic ablative Radiotherapy: Dosimetric analysis from the iSABR trial

P225 / #711 - QUANTITATIVE MASS SPECTROMETRY BASED PEPTIDE CLASSIFICATION OF FLASH VERSUS CONVENTIONAL PROTON IRRADIATION OF MOUSE SKIN AND COLON

QUANTITATIVE MASS SPECTROMETRY BASED PEPTIDE CLASSIFICATION OF FLASH VERSUS CONVENTIONAL PROTON IRRADIATION OF MOUSE SKIN AND COLON

INFLUENCE OF DOSE RATE AND BEAM PAUSES ON THE FLASH EFFECT

O166 / #900 - INFLUENCE OF DOSE RATE AND BEAM PAUSES ON THE FLASH EFFECT

Promotion of HBeAg seroconversion/loss in patients with chronic hepatitis B following the switch from nucleoside drugs to telbivudine and adefovir

Artificial Neural Network With Composite Architectures for Prediction of Local Control in Radiotherapy

Anti-HBV efficacy of bifendate in treatment of chronic hepatitis B, a primary study

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