相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。Tabular data: Deep learning is not all you need
Ravid Shwartz-Ziv et al.
INFORMATION FUSION (2022)
Segmentectomy versus lobectomy in small-sized peripheral non-small-cell lung cancer (JCOG0802/WJOG4607L): a multicentre, open-label, phase 3, randomised, controlled, non-inferiority trial
Hisashi Saji et al.
LANCET (2022)
18F-FDG PET/CT and circulating tumor cells in treatment-naive patients with non-small-cell lung cancer
Fengxian Zhang et al.
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING (2021)
Use of radiomics based on 18F-FDG PET/CT and machine learning methods to aid clinical decision-making in the classification of solitary pulmonary lesions: an innovative approach
Yi Zhou et al.
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING (2021)
Utility of Volumetric Metabolic Parameters on Preoperative FDG PET/CT for Predicting Tumor Lymphovascular Invasion in Non-Small Cell Lung Cancer
Chongjiao Li et al.
AMERICAN JOURNAL OF ROENTGENOLOGY (2021)
Identification of active molecules against Mycobacterium tuberculosis through machine learning
Qing Ye et al.
BRIEFINGS IN BIOINFORMATICS (2021)
Radiomics is feasible for prediction of spread through air spaces in patients with nonsmall cell lung cancer
Yuki Onozato et al.
SCIENTIFIC REPORTS (2021)
Value of pre-therapy 18F-FDG PET/CT radiomics in predicting EGFR mutation status in patients with non-small cell lung cancer
Jianyuan Zhang et al.
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING (2020)
Preoperative CT-based Deep Learning Model for Predicting Disease-Free Survival in Patients with Lung Adenocarcinomas
Hyungjin Kim et al.
RADIOLOGY (2020)
Stereotactic body radiotherapy in patients with lung tumors composed of mainly ground-glass opacity
Hiroshi Onishi et al.
JOURNAL OF RADIATION RESEARCH (2020)
Baseline metabolic tumor volume as a strong predictive and prognostic biomarker in patients with non-small cell lung cancer treated with PD1 inhibitors: a prospective study
David Chardin et al.
JOURNAL FOR IMMUNOTHERAPY OF CANCER (2020)
AI-based applications in hybrid imaging: how to build smart and truly multi-parametric decision models for radiomics
Isabella Castiglioni et al.
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING (2019)
A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models
Evangelia Christodoulou et al.
JOURNAL OF CLINICAL EPIDEMIOLOGY (2019)
Outcomes for Surgery in Large Cell Lung Neuroendocrine Cancer
Vignesh Raman et al.
JOURNAL OF THORACIC ONCOLOGY (2019)
Global, Regional, and National Cancer Incidence, Mortality, Years of Life Lost, Years Lived With Disability, and Disability-Adjusted Life-Years for 29 Cancer Groups, 1990 to 2017 A Systematic Analysis for the Global Burden of Disease Study
Christina Fitzmaurice et al.
JAMA ONCOLOGY (2019)
Evaluation of variable selection methods for random forests and omics data sets
Frauke Degenhardt et al.
BRIEFINGS IN BIOINFORMATICS (2019)
Radiomics in Nuclear Medicine Applied to Radiation Therapy: Methods, Pitfalls, and Challenges
Sylvain Reuze et al.
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS (2018)
Prognostic Impact of Margin Distance and Tumor Spread Through Air Spaces in Limited Resection for Primary Lung Cancer
Kyohei Masai et al.
JOURNAL OF THORACIC ONCOLOGY (2017)
Clinical and Pathological Staging Validation in the Eighth Edition of the TNM Classification for Lung Cancer: Correlation between Solid Size on Thin-Section Computed Tomography and Invasive Size in Pathological Findings in the New T Classification
Keiju Aokage et al.
JOURNAL OF THORACIC ONCOLOGY (2017)
A nonrandomized confirmatory phase III study of sublobar surgical resection for peripheral ground glass opacity dominant lung cancer defined with thoracic thin-section computed tomography (JCOG0804/WJOG4507L).
Kenji Suzuki et al.
JOURNAL OF CLINICAL ONCOLOGY (2017)
Micropapillary histological subtype in lung adenocarcinoma of 2 cm or less: impact on recurrence and clinical predictors
Yukihiro Yoshida et al.
GENERAL THORACIC AND CARDIOVASCULAR SURGERY (2017)
The IASLC Lung Cancer Staging Project: Proposals for Revision of the TNM Stage Groupings in the Forthcoming (Eighth) Edition of the TNM Classification for Lung Cancer
Peter Goldstraw et al.
JOURNAL OF THORACIC ONCOLOGY (2016)
Relationship between the consolidation to maximum tumor diameter ratio and outcomes following stereotactic body radiotherapy for stage I non-small-cell lung cancer
Yuichiro Tsurugai et al.
LUNG CANCER (2016)
Semiautomated segmentation of head and neck cancers in 18F-FDG PET scans: A just-enough-interaction approach
Reinhard R. Beichel et al.
MEDICAL PHYSICS (2016)
The effect of SUV discretization in quantitative FDG-PET Radiomics: the need for standardized methodology in tumor texture analysis
Ralph T. H. Leijenaar et al.
SCIENTIFIC REPORTS (2015)
Relationship between margin distance and local recurrence among patients undergoing wedge resection for small (≤2 cm) non-small cell lung cancer
Kamran Mohiuddin et al.
JOURNAL OF THORACIC AND CARDIOVASCULAR SURGERY (2014)
Risk factor analysis of locoregional recurrence after sublobar resection in patients with clinical stage IA non-small cell lung cancer
Terumoto Koike et al.
JOURNAL OF THORACIC AND CARDIOVASCULAR SURGERY (2013)
Prognostic Predictors in Non-Small Cell Lung Cancer Patients Undergoing Intentional Segmentectomy
Terumoto Koike et al.
ANNALS OF THORACIC SURGERY (2012)
Surgical Resection Should Be Considered for Stage I and II Small Cell Carcinoma of the Lung
Benny Weksler et al.
ANNALS OF THORACIC SURGERY (2012)
A Prospective Radiological Study of Thin-Section Computed Tomography to Predict Pathological Noninvasiveness in Peripheral Clinical IA Lung Cancer (Japan Clinical Oncology Group 0201)
Kenji Suzuki et al.
JOURNAL OF THORACIC ONCOLOGY (2011)
Feature Selection with the Boruta Package
Miron B. Kursa et al.
JOURNAL OF STATISTICAL SOFTWARE (2010)
Small cluster invasion: a possible link between micropapillary pattern and lymph node metastasis in pT1 lung adenocarcinomas
Takehito Kawakami et al.
VIRCHOWS ARCHIV (2009)
Decision curve analysis: A novel method for evaluating prediction models
Andrew J. Vickers et al.
MEDICAL DECISION MAKING (2006)
Optimal distance of malignant negative margin in excision of nonsmall cell lung cancer: A multicenter prospective study
N Sawabata et al.
ANNALS OF THORACIC SURGERY (2004)