Comparison of machine learning methods for classifying mediastinal lymph node metastasis of non-small cell lung cancer from 18F-FDG PET/CT images

Automated Polyp Detection in Colonoscopy Videos Using Shape and Context Information

(2016) Nima Tajbakhsh et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?

(2016) Nima Tajbakhsh et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Stacked Sparse Autoencoder (SSAE) for Nuclei Detection on Breast Cancer Histopathology Images

(2016) Jun Xu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Improving Computer-Aided Detection Using_newlineConvolutional Neural Networks and Random View Aggregation

(2016) Holger R. Roth et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Selecting radiomic features from FDG-PET images for cancer treatment outcome prediction

(2016) Chunfeng Lian et al.   MEDICAL IMAGE ANALYSIS

Ultrastructural Characterization of the Lower Motor System in a Mouse Model of Krabbe Disease

(2016) Valentina Cappello et al.   Scientific Reports

The method and efficacy of support vector machine classifiers based on texture features and multi-resolution histogram from 18F-FDG PET-CT images for the evaluation of mediastinal lymph nodes in patients with lung cancer

(2015) Xuan Gao et al.   EUROPEAN JOURNAL OF RADIOLOGY

Deep learning

(2015) Yann LeCun et al.   NATURE

Machine Learning methods for Quantitative Radiomic Biomarkers

(2015) Chintan Parmar et al.   Scientific Reports

Diagnostic accuracy of FDG PET/CT in mediastinal lymph nodes from lung cancer

(2014) Valentina Ambrosini et al.   EUROPEAN JOURNAL OF RADIOLOGY

Weakly supervised histopathology cancer image segmentation and classification

(2014) Yan Xu et al.   MEDICAL IMAGE ANALYSIS

Methods for Staging Non-small Cell Lung Cancer

(2013) Gerard A. Silvestri et al.   CHEST

Quantifying tumour heterogeneity in 18F-FDG PET/CT imaging by texture analysis

(2012) Sugama Chicklore et al.   EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING

Meta-analysis study of lymph node staging by 18 F-FDG PET/CT scan in non-small cell lung cancer: Comparison of TB and non-TB endemic regions

(2012) Chih-Ying Liao et al.   EUROPEAN JOURNAL OF RADIOLOGY

PET Staging of Mediastinal Lymph Nodes in Thoracic Oncology

(2012) Stephen R. Broderick et al.   Thoracic Surgery Clinics

Negative Predictive Value of Positron Emission Tomography and Computed Tomography for Stage T1-2N0 Non–Small-Cell Lung Cancer: A Meta-Analysis

(2011) Jingbo Wang et al.   Clinical Lung Cancer

Serial assessment of FDG-PET FDG uptake and functional volume during radiotherapy (RT) in patients with non-small cell lung cancer (NSCLC)

(2011) Agathe Edet-Sanson et al.   RADIOTHERAPY AND ONCOLOGY

Mediastinal lymph nodes staging by 18F-FDG PET/CT for early stage non-small cell lung cancer: A multicenter study

(2011) Xiaolin Li et al.   RADIOTHERAPY AND ONCOLOGY

Combined PET/CT image characteristics for radiotherapy tumor response in lung cancer

(2011) Manushka Vaidya et al.   RADIOTHERAPY AND ONCOLOGY

A Review of Noninvasive Staging of the Mediastinum for Non–Small Cell Lung Carcinoma

(2011) Daaron McField et al.   Surgical Oncology Clinics of North America

The IASLC Lung Cancer Staging Project: Proposals Regarding the Relevance of TNM in the Pathologic Staging of Small Cell Lung Cancer in the Forthcoming (Seventh) Edition of the TNM Classification for Lung Cancer

(2010) Eric Vallières et al.   Journal of Thoracic Oncology

Coregistered FDG PET/CT-Based Textural Characterization of Head and Neck Cancer for Radiation Treatment Planning

(2008) Huan Yu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING