AIMC Topic: Lung Neoplasms

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Prediction of pathologic femoral fractures in patients with lung cancer using machine learning algorithms: Comparison of computed tomography-based radiological features with clinical features versus without clinical features.

Journal of orthopaedic surgery (Hong Kong) Jan 1, 2017
PURPOSE: The purpose of this article is to compare the predictive power of two models trained with computed tomography (CT)-based radiological features and both CT-based radiological and clinical features for pathologic femoral fractures in patients ...
Female Risk Factors Aged Adult Humans Machine Learning Algorithms Tomography, X-Ray Computed Logistic Models Odds Ratio Fractures, Spontaneous Femoral Fractures Male Middle Aged ROC Curve Lung Neoplasms
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Similarity measurement of lung masses for medical image retrieval using kernel based semisupervised distance metric.

Medical physics Dec 1, 2016
PURPOSE: To develop a new algorithm to measure the similarity between the query lung mass and reference lung mass data set for content-based medical image retrieval (CBMIR).
Humans Image Processing, Computer-Assisted Databases, Factual Lung Neoplasms Diagnostic Imaging Supervised Machine Learning
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Serum Amyloid P-component Level May be a Biomarker for Lung Toxicities and Overall Survival after Thoracic Radiotherapy for Non-small Cell Lung Cancer.

Clinical laboratory Nov 1, 2016
BACKGROUND: Serum amyloid P-component (SAP) contributes to the clearance of apoptotic cells. As one of the main acute-phase reactants, SAP regulates key aspects of inflammation and sets a threshold for immune cell activation. This study aimed to inve...
Carcinoma, Non-Small-Cell Lung Predictive Value of Tests Pulmonary Fibrosis Proportional Hazards Models Time Factors Multivariate Analysis Lung Neoplasms Humans Kaplan-Meier Estimate Enzyme-Linked Immunosorbent Assay Risk Factors Radiation Pneumonitis Treatment Outcome Biomarkers, Tumor Serum Amyloid P-Component
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Complementary feature selection from alternative splicing events and gene expression for phenotype prediction.

Bioinformatics (Oxford, England) Sep 1, 2016
MOTIVATION: A central task of bioinformatics is to develop sensitive and specific means of providing medical prognoses from biomarker patterns. Common methods to predict phenotypes in RNA-Seq datasets utilize machine learning algorithms trained via g...
Humans Mice, Transgenic Alternative Splicing Machine Learning Animals Algorithms Lung Neoplasms Phenotype Carcinoma, Non-Small-Cell Lung Pulmonary Disease, Chronic Obstructive Amyotrophic Lateral Sclerosis
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Robotic Lung Resection for Non-Small Cell Lung Cancer.

Surgical oncology clinics of North America Jul 1, 2016
Robotic-assisted pulmonary lobectomy can be considered for patients able to tolerate conventional lobectomy. Contraindications to resection via thoracotomy apply to patients undergoing robotic lobectomy. Team training, familiarity with equipment, tro...
Humans Lung Neoplasms Treatment Outcome Carcinoma, Non-Small-Cell Lung Pneumonectomy Thoracic Surgery, Video-Assisted Thoracotomy Blood Loss, Surgical Operative Time Robotics Robotic Surgical Procedures
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Automated detection of pulmonary nodules in PET/CT images: Ensemble false-positive reduction using a convolutional neural network technique.

Medical physics Jun 1, 2016
PURPOSE: Automated detection of solitary pulmonary nodules using positron emission tomography (PET) and computed tomography (CT) images shows good sensitivity; however, it is difficult to detect nodules in contact with normal organs, and additional e...
Support Vector Machine Positron Emission Tomography Computed Tomography Radiographic Image Interpretation, Computer-Assisted Whole Body Imaging Humans Neural Networks, Computer Female Sensitivity and Specificity Male Lung ROC Curve Lung Neoplasms
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Evaluation of Machine Learning Algorithm Utilization for Lung Cancer Classification Based on Gene Expression Levels.

Asian Pacific journal of cancer prevention : APJCP Jan 1, 2016
BACKGROUND: Lung cancer remains one of the most common cancers in the world, both in terms of new cases (about 13% of total per year) and deaths (nearly one cancer death in five), because of the high case fatality. Errors in lung cancer type or malig...
Adenocarcinoma Support Vector Machine Decision Trees Small Cell Lung Carcinoma Biomarkers, Tumor Gene Expression Profiling Case-Control Studies Lung Neoplasms Humans Machine Learning Algorithms Databases, Factual Carcinoma, Squamous Cell
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Robotic Assisted Extended Sleeve Lobectomy After Neoadjuvant Chemotherapy.

The Annals of thoracic surgery Dec 1, 2015
A 61-year-old man had experienced an irritating cough for 1 month. He received a diagnosis of lung adenocarcinoma by bronchoscopy. Computed tomography showed a mass in the left hilum and mediastinal lymph node enlargement. After two cycles of neoadju...
Humans Robotics Pneumonectomy Adenocarcinoma of Lung Neoadjuvant Therapy Tomography, X-Ray Computed Adenocarcinoma Male Bronchoscopy Middle Aged Diagnosis, Differential Lung Neoplasms
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Prognostic Risk Factors Associated with Recurrence and Metastasis After Radical Resection in Patients with Hepatolithiasis Complicated by Intrahepatic Cholangiocarcinoma.

Cell biochemistry and biophysics Nov 1, 2015
The objective of this study was to analyze the predictive significance of different prognostic factors associated with recurrence and metastasis after the radical resection in patients with hepatolithiasis complicated by intrahepatic cholangiocarcino...
Lithiasis Risk Factors Bile Duct Neoplasms Aged Liver Diseases Survival Rate Antigens, Tumor-Associated, Carbohydrate Male Cholangiocarcinoma Lymphatic Metastasis Humans Bone Neoplasms Prognosis Middle Aged Neoplasm Staging Retrospective Studies Neoplasm Recurrence, Local Liver Neoplasms Female Lung Neoplasms Follow-Up Studies
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[A Case of Bladder Adenocarcinoma with Rectal Metastasis].

Gan to kagaku ryoho. Cancer & chemotherapy Nov 1, 2015
A 77 year-old man with asymptomatic microscopic hematuria underwent a cystoscopic examination, which identified a broad-based papillary tumor at the cervix of the bladder. Adenocarcinoma was detected in the biopsy specimen. MRI and CT examination sho...
Lung Neoplasms Adenocarcinoma Urinary Bladder Neoplasms Neoplasm Invasiveness Biopsy Rectal Neoplasms Recurrence Humans Aged Male
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