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Robust Radiomics feature quantification using semiautomatic volumetric segmentation

PloS one, 2014-07, Vol.9 (7), p.e102107-e102107

2014

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Deep Learning Predicts Lung Cancer Treatment Response from Serial Medical Imaging

Clinical cancer research, 2019-06, Vol.25 (11), p.3266-3275

2019

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Artificial intelligence in cancer imaging: Clinical challenges and applications

CA: a cancer journal for clinicians, 2019-03, Vol.69 (2), p.127-157

2019

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Peritumoral radiomics features predict distant metastasis in locally advanced NSCLC

PloS one, 2018-11, Vol.13 (11), p.e0206108-e0206108

2018

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Deep learning classification of lung cancer histology using CT images

Scientific reports, 2021-03, Vol.11 (1), p.5471-5471, Article 5471

2021

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Somatic Mutations Drive Distinct Imaging Phenotypes in Lung Cancer

Cancer research (Chicago, Ill.), 2017-07, Vol.77 (14), p.3922-3930

2017

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CT-based radiomic signature predicts distant metastasis in lung adenocarcinoma

Radiotherapy and oncology, 2015-03, Vol.114 (3), p.345-350

2015

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Deep learning to estimate lung disease mortality from chest radiographs

Nature communications, 2023-05, Vol.14 (1), p.2797-2797, Article 2797

2023

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Associations of Radiomic Data Extracted from Static and Respiratory-Gated CT Scans with Disease Recurrence in Lung Cancer Patients Treated with SBRT

PloS one, 2017-01, Vol.12 (1), p.e0169172-e0169172

2017

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Volumetric CT-based segmentation of NSCLC using 3D-Slicer

Scientific reports, 2013-12, Vol.3 (1), p.3529-3529, Article 3529

2013

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Radiation Resistance in KRAS-Mutated Lung Cancer Is Enabled by Stem-like Properties Mediated by an Osteopontin-EGFR Pathway

Cancer research (Chicago, Ill.), 2017-04, Vol.77 (8), p.2018-2028

2017

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Densely Interconnected Transcriptional Circuits Control Cell States in Human Hematopoiesis

Cell, 2011-01, Vol.144 (2), p.296-309

2011

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End-to-end reproducible AI pipelines in radiology using the cloud

Nature communications, 2024-08, Vol.15 (1), p.6931-9, Article 6931

2024

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Updated patterns of failure after multimodality therapy for malignant pleural mesothelioma

The Journal of thoracic and cardiovascular surgery, 2015-05, Vol.149 (5), p.1374-1381

2015

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Radiographic patterns of symptomatic radiation pneumonitis in lung cancer patients: Imaging predictors for clinical severity and outcome

Lung cancer (Amsterdam, Netherlands), 2020-07, Vol.145, p.132-139

2020

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Pneumonitis resulting from radiation and immune checkpoint blockade illustrates characteristic clinical, radiologic and circulating biomarker features

Journal for immunotherapy of cancer, 2019-04, Vol.7 (1), p.112-7, Article 112

2019

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Definitive Primary Therapy in Patients Presenting With Oligometastatic Non-Small Cell Lung Cancer

International journal of radiation oncology, biology, physics, 2014-07, Vol.89 (4), p.880-887

2014

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Edge roughness quantifies impact of physician variation on training and performance of deep learning auto-segmentation models for the esophagus

Scientific reports, 2024-01, Vol.14 (1), p.2536-2536, Article 2536

2024

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An Oncology Artificial Intelligence Fact Sheet for Cancer Clinicians

JAMA oncology, 2023-05, Vol.9 (5), p.612

2023

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Synthetic CT generation for MRI-guided adaptive radiotherapy in prostate cancer

Frontiers in oncology, 2022-09, Vol.12, p.969463-969463

2022

Volltextzugriff (PDF)

Automated temporalis muscle quantification and growth charts for children through adulthood

Nature communications, 2023-11, Vol.14 (1), p.6863-6863, Article 6863

2023

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MicroRNA-Mediated Control of Cell Fate in Megakaryocyte-Erythrocyte Progenitors

Developmental cell, 2008-06, Vol.14 (6), p.843-853

2008

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Incidence and Treatment Patterns in Hospitalizations for Malignant Spinal Cord Compression in the United States, 1998–2006

International journal of radiation oncology, biology, physics, 2011-07, Vol.80 (3), p.824-831

2011

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Prospective deployment of an automated implementation solution for artificial intelligence translation to clinical radiation oncology

Frontiers in oncology, 2024-01, Vol.13, p.1305511-1305511

2024

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Low incidence of chest wall pain with a risk-adapted lung stereotactic body radiation therapy approach using three or five fractions based on chest wall dosimetry

PloS one, 2014-04, Vol.9 (4), p.e94859

2014

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Robust Radiomics feature quantification using semiautomatic volumetric segmentation

Deep Learning Predicts Lung Cancer Treatment Response from Serial Medical Imaging

Artificial intelligence in cancer imaging: Clinical challenges and applications

Peritumoral radiomics features predict distant metastasis in locally advanced NSCLC

Deep learning classification of lung cancer histology using CT images

Somatic Mutations Drive Distinct Imaging Phenotypes in Lung Cancer

CT-based radiomic signature predicts distant metastasis in lung adenocarcinoma

Deep learning to estimate lung disease mortality from chest radiographs

Associations of Radiomic Data Extracted from Static and Respiratory-Gated CT Scans with Disease Recurrence in Lung Cancer Patients Treated with SBRT

Volumetric CT-based segmentation of NSCLC using 3D-Slicer

Radiation Resistance in KRAS-Mutated Lung Cancer Is Enabled by Stem-like Properties Mediated by an Osteopontin-EGFR Pathway

Densely Interconnected Transcriptional Circuits Control Cell States in Human Hematopoiesis

End-to-end reproducible AI pipelines in radiology using the cloud

Updated patterns of failure after multimodality therapy for malignant pleural mesothelioma

Radiographic patterns of symptomatic radiation pneumonitis in lung cancer patients: Imaging predictors for clinical severity and outcome

Pneumonitis resulting from radiation and immune checkpoint blockade illustrates characteristic clinical, radiologic and circulating biomarker features

Definitive Primary Therapy in Patients Presenting With Oligometastatic Non-Small Cell Lung Cancer

Edge roughness quantifies impact of physician variation on training and performance of deep learning auto-segmentation models for the esophagus

An Oncology Artificial Intelligence Fact Sheet for Cancer Clinicians

Synthetic CT generation for MRI-guided adaptive radiotherapy in prostate cancer

Automated temporalis muscle quantification and growth charts for children through adulthood

MicroRNA-Mediated Control of Cell Fate in Megakaryocyte-Erythrocyte Progenitors

Incidence and Treatment Patterns in Hospitalizations for Malignant Spinal Cord Compression in the United States, 1998–2006

Prospective deployment of an automated implementation solution for artificial intelligence translation to clinical radiation oncology

Low incidence of chest wall pain with a risk-adapted lung stereotactic body radiation therapy approach using three or five fractions based on chest wall dosimetry

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