Early lung cancer diagnostic biomarker discovery by machine learning methods

Cancer progression is mediated by proline catabolism in non-small cell lung cancer

(2020) Yating Liu et al.   ONCOGENE

Integrating genomic features for non-invasive early lung cancer detection

(2020) Jacob J. Chabon et al.   NATURE

An improved clear cell renal cell carcinoma stage prediction model based on gene sets

(2020) Fangjun Li et al.   BMC BIOINFORMATICS

Artificial intelligence-based collaborative filtering method with ensemble learning for personalized lung cancer medicine without genetic sequencing

(2020) Shengda Luo et al.   PHARMACOLOGICAL RESEARCH

Applications of machine learning in drug discovery and development

(2019) Jessica Vamathevan et al.   NATURE REVIEWS DRUG DISCOVERY

Deciphering the pharmacological mechanism of Guan-Jie-Kang in treating rat adjuvant-induced arthritis using omics analysis

(2019) Hudan Pan et al.   Frontiers of Medicine

Liquid Biopsy in Lung Cancer Screening: The Contribution of Metabolomics. Results of A Pilot Study

(2019) Sandeep Singhal et al.   Cancers

Radiomics in stratification of pancreatic cystic lesions: Machine learning in action

(2019) Vipin Dalal et al.   CANCER LETTERS

Artificial intelligence in cancer diagnosis and prognosis: Opportunities and challenges

(2019) Shigao Huang et al.   CANCER LETTERS

Usefulness of recurrence plots from airflow recordings to aid in paediatric sleep apnoea diagnosis

(2019) Verónica Barroso-García et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Combinational applicaton of silybin and tangeretin attenuates the progression of non-alcoholic steatohepatitis (NASH) in mice via modulating lipid metabolism

(2019) Rinkiko Suguro et al.   PHARMACOLOGICAL RESEARCH

A review of metabolism-associated biomarkers in lung cancer diagnosis and treatment

(2018) Sanaya Bamji-Stocke et al.   Metabolomics

3D Deep Learning from CT Scans Predicts Tumor Invasiveness of Subcentimeter Pulmonary Adenocarcinomas

(2018) Wei Zhao et al.   CANCER RESEARCH

Identifying the Best Marker Combination in CEA, CA125, CY211, NSE, and SCC for Lung Cancer Screening by Combining ROC Curve and Logistic Regression Analyses: Is It Feasible?

(2018) Qixian Yang et al.   DISEASE MARKERS

Development of an in silico prediction model for chemical-induced urinary tract toxicity by using naïve Bayes classifier

(2018) Hui Zhang et al.   MOLECULAR DIVERSITY

Prediction of lung cancer patient survival via supervised machine learning classification techniques

(2017) Chip M. Lynch et al.   INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

Non–Small Cell Lung Cancer, Version 5.2017, NCCN Clinical Practice Guidelines in Oncology

(2017) David S. Ettinger et al.   Journal of the National Comprehensive Cancer Network

Robustification of Naïve Bayes Classifier and Its Application for Microarray Gene Expression Data Analysis

(2017) Md. Shakil Ahmed et al.   Biomed Research International

Taurine – a possible fingerprint biomarker in non-muscle invasive bladder cancer: A pilot study by 1H NMR spectroscopy

(2017) Shatakshi Srivastava et al.   Cancer Biomarkers

Proline Metabolism in Cell Regulation and Cancer Biology: Recent Advances and Hypotheses

(2017) James M. Phang   ANTIOXIDANTS & REDOX SIGNALING

Serum miRNAs as predictive and preventive biomarker for pre-clinical hepatocellular carcinoma

(2016) Liang Li et al.   CANCER LETTERS

Personalised management of women with cervical abnormalities using a clinical decision support scoring system

(2016) Maria Kyrgiou et al.   GYNECOLOGIC ONCOLOGY

Performance of Lung-RADS in the National Lung Screening Trial

(2015) Paul F. Pinsky et al.   ANNALS OF INTERNAL MEDICINE

Reliability of Small Biopsy Samples Compared With Resected Specimens for the Determination of Programmed Death-Ligand 1 Expression in Non–Small-Cell Lung Cancer

(2015) Satoru Kitazono et al.   Clinical Lung Cancer

Introduction to The 2015 World Health Organization Classification of Tumors of the Lung, Pleura, Thymus, and Heart

(2015) William D. Travis et al.   Journal of Thoracic Oncology

1H nuclear magnetic resonance-based extracellular metabolomic analysis of multidrug resistant Tca8113 oral squamous carcinoma cells

(2015) HUI WANG et al.   Oncology Letters

Proline biosynthesis augments tumor cell growth and aerobic glycolysis: involvement of pyridine nucleotides

(2015) Wei Liu et al.   Scientific Reports

Diagnosis of bladder cancer and prediction of survival by urinary metabolomics

(2015) Xing Jin et al.   Oncotarget

Early Stage Diagnosis of Oral Cancer Using 1H NMR–Based Metabolomics

(2015) Stefano Tiziani et al.   NEOPLASIA

Mechanism of taurine-induced apoptosis in human colon cancer cells

(2014) X. Zhang et al.   ACTA BIOCHIMICA ET BIOPHYSICA SINICA

2-Deoxy-D-glucose targeting of glucose metabolism in cancer cells as a potential therapy

(2014) Dongsheng Zhang et al.   CANCER LETTERS

Using Information from Historical High-Throughput Screens to Predict Active Compounds

(2014) Sereina Riniker et al.   Journal of Chemical Information and Modeling

Colorectal Cancer Detection Using Targeted Serum Metabolic Profiling

(2014) Jiangjiang Zhu et al.   JOURNAL OF PROTEOME RESEARCH

Untargeted Mass Spectrometry-Based Metabolomic Profiling of Pleural Effusions: Fatty Acids as Novel Cancer Biomarkers for Malignant Pleural Effusions

(2014) Ching-Wan Lam et al.   JOURNAL OF PROTEOME RESEARCH

A systematic approach to identify novel cancer drug targets using machine learning, inhibitor design and high-throughput screening

(2014) Jouhyun Jeon et al.   Genome Medicine

Circulating Biomarkers of Tryptophan and the Kynurenine Pathway and Lung Cancer Risk

(2013) S.-C. Chuang et al.   CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION

Proline Oxidase Promotes Tumor Cell Survival in Hypoxic Tumor Microenvironments

(2012) W. Liu et al.   CANCER RESEARCH

Taurine: a novel tumor marker for enhanced detection of breast cancer among female patients

(2011) I. M. El Agouza et al.   ANGIOGENESIS

Top scoring pairs for feature selection in machine learning and applications to cancer outcome prediction

(2011) Ping Shi et al.   BMC BIOINFORMATICS

Functional microRNA screening using a comprehensive lentiviral human microRNA expression library

(2011) Jos B Poell et al.   BMC GENOMICS

What’s new in non-small cell lung cancer for pathologists the importance of accurate subtyping, EGFR mutations and ALK rearrangements

(2011) Wendy A. Cooper et al.   PATHOLOGY

Kynurenine metabolism in health and disease

(2010) Lukasz R. Kolodziej et al.   AMINO ACIDS

Comprehensive mass spectrometry based metabolic profiling of blood plasma reveals potent discriminatory classifiers of pancreatic cancer

(2010) Shiro Urayama et al.   RAPID COMMUNICATIONS IN MASS SPECTROMETRY

The Evolving Role of Taurolidine in Cancer Therapy

(2009) Peter M. Neary et al.   ANNALS OF SURGICAL ONCOLOGY

Ovarian cancer detection from metabolomic liquid chromatography/mass spectrometry data by support vector machines

(2009) Wei Guan et al.   BMC BIOINFORMATICS

Spermidine/spermine-N1-acetyltransferase: a key metabolic regulator

(2008) Anthony E. Pegg   AMERICAN JOURNAL OF PHYSIOLOGY-ENDOCRINOLOGY AND METABOLISM

Urine Metabolomics Analysis for Kidney Cancer Detection and Biomarker Discovery

(2008) Kyoungmi Kim et al.   MOLECULAR & CELLULAR PROTEOMICS