Publications
Here you can browse the complete list of publications for studies listed on CDAS.
| Title | PubMed | Authors | Journal | Year | Studies |
|---|---|---|---|---|---|
| Distanced LSTM: Time-Distanced Gates in Long Short-Term Memory Models for Lung Cancer Detection. | 34040283 | Gao R, Huo Y, Bao S, Tang Y, Antic SL, Epstein ES, Balar AB, Deppen S, Paulson AB, Sandler KL, Massion PP, Landman BA | Mach Learn Med Imaging | 2019 | NLST |
| Using Sequential Decision Making to Improve Lung Cancer Screening Performance. | 32754420 | Petousis P, Winter A, Speier W, Aberle DR, Hsu W, Bui AAT | IEEE Access | 2019 | NLST |
| A Bayesian hidden Potts mixture model for analyzing lung cancer pathology images. | 29788035 | Li Q, Wang X, Liang F, Yi F, Xie Y, Gazdar A, Xiao G | Biostatistics | 2019 | NLST |
| Pancreatic Cancer Prediction Through an Artificial Neural Network. | 33733091 | Muhammad W, Hart GR, Nartowt B, Farrell JJ, Johung K, Liang Y, Deng J | Front Artif Intell | 2019 | PLCO |
| Potentially functional genetic variants in the TNF/TNFR signaling pathway genes predict survival of patients with non-small cell lung cancer in the PLCO cancer screening trial. | 30989732 | Guo Y, Feng Y, Liu H, Luo S, Clarke JW, Moorman PG, Su L, Shen S, Christiani DC, Wei Q | Mol Carcinog | 2019 | PLCO |
| Circulating inflammation markers and colorectal adenoma risk. | 30753331 | Huang WY, Berndt SI, Shiels MS, Katki HA, Chaturvedi AK, Wentzensen N, Trabert B, Kemp TJ, Pinto LA, Hildesheim A, Rothman N, Purdue MP | Carcinogenesis | 2019 | PLCO |
| Diet and risk of glioma: combined analysis of 3 large prospective studies in the UK and USA. | 30690490 | Kuan AS, Green J, Kitahara CM, Berrington De González A, Key T, K Reeves G, Floud S, Balkwill A, Bradbury K, Liao LM, Freedman ND, Beral V, Sweetland S, Million Women Study, the NIH-AARP study, and the PLCO study | Neuro Oncol | 2019 | PLCO |
| Multi-window CT based Radiomic signatures in differentiating indolent versus aggressive lung cancers in the National Lung Screening Trial: a retrospective study. | 31253194 | Lu H, Mu W, Balagurunathan Y, Qi J, Abdalah MA, Garcia AL, Ye Z, Gillies RJ, Schabath MB | Cancer Imaging | 2019 | NLST |
| Quantitative Imaging features Improve Discrimination of Malignancy in Pulmonary nodules. | 31189944 | Balagurunathan Y, Schabath MB, Wang H, Liu Y, Gillies RJ | Sci Rep | 2019 | NLST |
| Deep learning-enabled accurate normalization of reconstruction kernel effects on emphysema quantification in low-dose CT. | 31185463 | Jin H, Heo C, Kim JH | Phys Med Biol | 2019 | NLST |
| Impact of current versus former smoking status on the outcomes of non-metastatic non-small cell lung cancer treated with upfront surgery; findings from the National Lung Screening Trial. | 31055993 | Abdel-Rahman O | Expert Rev Respir Med | 2019 | NLST |
| Development and Validation of a Pathology Image Analysis-based Predictive Model for Lung Adenocarcinoma Prognosis - A Multi-cohort Study. | 31053738 | Luo X, Yin S, Yang L, Fujimoto J, Yang Y, Moran C, Kalhor N, Weissferdt A, Xie Y, Gazdar A, Minna J, Wistuba II, Mao Y, Xiao G | Sci Rep | 2019 | NLST |
| Accuracy of the Vancouver Lung Cancer Risk Prediction Model Compared With That of Radiologists. | 30981723 | MacMahon H, Li F, Jiang Y, Armato SG | Chest | 2019 | NLST |
| External validation and recalibration of the Brock model to predict probability of cancer in pulmonary nodules using NLST data. | 30898897 | Winter A, Aberle DR, Hsu W | Thorax | 2019 | NLST |
| The Prevalence of Obstructive Lung Disease in a Lung Cancer Screening Cohort: Analysis of the National Lung Screening Trial-American College of Radiology Image Network Cohort. | 30673510 | de-Torres JP, Wisnivesky JP, Bastarrika G, Wilson DO, Celli BR, Zulueta JJ | Ann Am Thorac Soc | 2019 | NLST |
| Predicting breast cancer risk using personal health data and machine learning models. | 31881042 | Stark GF, Hart GR, Nartowt BJ, Deng J | PLoS One | 2019 | PLCO |
| Stratifying Ovarian Cancer Risk Using Personal Health Data. | 33693347 | Hart GR, Nartowt BJ, Muhammad W, Liang Y, Huang GS, Deng J | Front Big Data | 2019 | PLCO |
| Scoring colorectal cancer risk with an artificial neural network based on self-reportable personal health data. | 31437221 | Nartowt BJ, Hart GR, Roffman DA, Llor X, Ali I, Muhammad W, Liang Y, Deng J | PLoS One | 2019 | PLCO |
| The FANCM:p.Arg658* truncating variant is associated with risk of triple-negative breast cancer. | 31700994 | Figlioli G, Bogliolo M, Catucci I, Caleca L, Lasheras SV, Pujol R, Kiiski JI, Muranen TA, Barnes DR, Dennis J, Michailidou K, Bolla MK, Leslie G, Aalfs CM, ABCTB Investigators, Adank MA, Adlard J, Agata S, Cadoo K, Agnarsson BA, Ahearn T, Aittomäki … | NPJ Breast Cancer | 2019 | PLCO |
| Two truncating variants in FANCC and breast cancer risk. | 31467304 | Dörk T, Peterlongo P, Mannermaa A, Bolla MK, Wang Q, Dennis J, Ahearn T, Andrulis IL, Anton-Culver H, Arndt V, Aronson KJ, Augustinsson A, Freeman LEB, Beckmann MW, Beeghly-Fadiel A, Behrens S, Bermisheva M, Blomqvist C, Bogdanova NV, Bojesen SE, Br… | Sci Rep | 2019 | PLCO |