Distanced LSTM: Time-Distanced Gates in Long Short-Term Memory Models for Lung Cancer Detection
Gao, Riqiang, Huo, Yuankai, Bao, Shunxing, Tang, Yucheng, Antic, Sanja L., Epstein, Emily S., Balar, Aneri B., Deppen, Steve, Paulson, Alexis B., Sandler, Kim L., Massion, Pierre P., Landman, Bennett A.
Published in Machine Learning in Medical Imaging (01.01.2019)
Published in Machine Learning in Medical Imaging (01.01.2019)
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Book Chapter
TP53 mutation prevalence in normal airway epithelium as a biomarker for lung cancer risk
Craig, Daniel J, Crawford, Erin L, Chen, Heidi, Grogan, Eric L, Deppen, Steven A, Morrison, Thomas, Antic, Sanja L, Massion, Pierre P, Willey, James C
Published in BMC cancer (23.08.2023)
Published in BMC cancer (23.08.2023)
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Journal Article
Longitudinal lung cancer prediction convolutional neural network model improves the classification of indeterminate pulmonary nodules
Paez, Rafael, Kammer, Michael N., Balar, Aneri, Lakhani, Dhairya A., Knight, Michael, Rowe, Dianna, Xiao, David, Heideman, Brent E., Antic, Sanja L., Chen, Heidi, Chen, Sheau-Chiann, Peikert, Tobias, Sandler, Kim L., Landman, Bennett A., Deppen, Stephen A., Grogan, Eric L., Maldonado, Fabien
Published in Scientific reports (15.04.2023)
Published in Scientific reports (15.04.2023)
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Journal Article
Assessing the inter-observer variability of Computer-Aided Nodule Assessment and Risk Yield (CANARY) to characterize lung adenocarcinomas
Nakajima, Erica C, Frankland, Michael P, Johnson, Tucker F, Antic, Sanja L, Chen, Heidi, Chen, Sheau-Chiann, Karwoski, Ronald A, Walker, Ronald, Landman, Bennett A, Clay, Ryan D, Bartholmai, Brian J, Rajagopalan, Srinivasan, Peikert, Tobias, Massion, Pierre P, Maldonado, Fabien
Published in PloS one (01.06.2018)
Published in PloS one (01.06.2018)
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Journal Article
Body composition assessment with limited field-of-view computed tomography: A semantic image extension perspective
Xu, Kaiwen, Li, Thomas, Khan, Mirza S., Gao, Riqiang, Antic, Sanja L., Huo, Yuankai, Sandler, Kim L., Maldonado, Fabien, Landman, Bennett A.
Published in Medical image analysis (01.08.2023)
Published in Medical image analysis (01.08.2023)
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Journal Article
Integrated Biomarkers for the Management of Indeterminate Pulmonary Nodules
Kammer, Michael N, Lakhani, Dhairya A, Balar, Aneri B, Antic, Sanja L, Kussrow, Amanda K, Webster, Rebekah L, Mahapatra, Shayan, Barad, Udaykamal, Shah, Chirayu, Atwater, Thomas, Diergaarde, Brenda, Qian, Jun, Kaizer, Alexander, New, Melissa, Hirsch, Erin, Feser, William J, Strong, Jolene, Rioth, Matthew, Miller, York E, Balagurunathan, Yoganand, Rowe, Dianna J, Helmey, Sherif, Chen, Sheau-Chiann, Bauza, Joseph, Deppen, Stephen A, Sandler, Kim, Maldonado, Fabien, Spira, Avrum, Billatos, Ehab, Schabath, Matthew B, Gillies, Robert J, Wilson, David O, Walker, Ronald C, Landman, Bennett, Chen, Heidi, Grogan, Eric L, Barón, Anna E, Bornhop, Darryl J, Massion, Pierre P
Published in American journal of respiratory and critical care medicine (01.12.2021)
Published in American journal of respiratory and critical care medicine (01.12.2021)
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Journal Article
Validation of the BRODERS classifier (Benign versus aggRessive nODule Evaluation using Radiomic Stratification), a novel HRCT-based radiomic classifier for indeterminate pulmonary nodules
Maldonado, Fabien, Varghese, Cyril, Rajagopalan, Srinivasan, Duan, Fenghai, Balar, Aneri B, Lakhani, Dhairya A, Antic, Sanja L, Massion, Pierre P, Johnson, Tucker F, Karwoski, Ronald A, Robb, Richard A, Bartholmai, Brian J, Peikert, Tobias
Published in The European respiratory journal (01.04.2021)
Published in The European respiratory journal (01.04.2021)
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Journal Article
Stratification of Lung Cancer Risk with Thoracic Imaging Phenotypes
Xu, Kaiwen, Khan, Mirza S, Li, Thomas, Gao, Riqiang, Antic, Sanja L, Huo, Yuankai, Sandler, Kim L, Maldonado, Fabien, Landman, Bennett A
Published in Proceedings of SPIE, the international society for optical engineering (01.02.2023)
Published in Proceedings of SPIE, the international society for optical engineering (01.02.2023)
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Journal Article
Time-distanced gates in long short-term memory networks
Gao, Riqiang, Tang, Yucheng, Xu, Kaiwen, Huo, Yuankai, Bao, Shunxing, Antic, Sanja L., Epstein, Emily S., Deppen, Steve, Paulson, Alexis B., Sandler, Kim L., Massion, Pierre P., Landman, Bennett A.
Published in Medical image analysis (01.10.2020)
Published in Medical image analysis (01.10.2020)
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Journal Article
Deep Multi-task Prediction of Lung Cancer and Cancer-free Progression from Censored Heterogenous Clinical Imaging
Gao, Riqiang, Li, Lingfeng, Tang, Yucheng, Antic, Sanja L, Paulson, Alexis B, Huo, Yuankai, Sandler, Kim L, Massion, Pierre P, Landman, Bennett A
Published in Proceedings of SPIE, the international society for optical engineering (2020)
Published in Proceedings of SPIE, the international society for optical engineering (2020)
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Journal Article
Internal-transfer Weighting of Multi-task Learning for Lung Cancer Detection
Yang, Yiyuan, Gao, Riqiang, Tang, Yucheng, Antic, Sanja L, Deppen, Steve, Huo, Yuankai, Sandler, Kim L, Massion, Pierre P, Landman, Bennett A
Published in Proceedings of SPIE, the international society for optical engineering (2020)
Published in Proceedings of SPIE, the international society for optical engineering (2020)
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Journal Article
Reducing uncertainty in cancer risk estimation for patients with indeterminate pulmonary nodules using an integrated deep learning model
Gao, Riqiang, Li, Thomas, Tang, Yucheng, Xu, Kaiwen, Khan, Mirza, Kammer, Michael, Antic, Sanja L., Deppen, Stephen, Huo, Yuankai, Lasko, Thomas A., Sandler, Kim L., Maldonado, Fabien, Landman, Bennett A.
Published in Computers in biology and medicine (01.11.2022)
Published in Computers in biology and medicine (01.11.2022)
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Journal Article
Multi-path x-D recurrent neural networks for collaborative image classification
Gao, Riqiang, Huo, Yuankai, Bao, Shunxing, Tang, Yucheng, Antic, Sanja L., Epstein, Emily S., Deppen, Steve, Paulson, Alexis B., Sandler, Kim L., Massion, Pierre P., Landman, Bennett A.
Published in Neurocomputing (Amsterdam) (15.07.2020)
Published in Neurocomputing (Amsterdam) (15.07.2020)
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Journal Article
Abstract 4218: Validation of a new blood-based biomarker strategy for the early detection of lung cancer
Kammer, Michael N., Kussrow, Amanda K., Antic, Sanja L., Nguyen, Rina, Chen, Heidi, Bornhop, Darryl J., Massion, Pierre P.
Published in Cancer research (Chicago, Ill.) (01.07.2019)
Published in Cancer research (Chicago, Ill.) (01.07.2019)
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Journal Article
Multi-path x-D Recurrent Neural Networks for Collaborative Image Classification1
Gao, Riqiang, Huo, Yuankai, Bao, Shunxing, Tang, Yucheng, Antic, Sanja L., Epstein, Emily S., Deppen, Steve, Paulson, Alexis B., Sandler, Kim L., Massion, Pierre P., Landman, Bennett A.
Published in Neurocomputing (Amsterdam) (15.02.2020)
Published in Neurocomputing (Amsterdam) (15.02.2020)
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Journal Article
Abstract 1426: Validation of a nested cancer-subtype radiomic model to improve diagnostic accuracy for pulmonary nodule risk stratification
Patel, khushbu H., Kammer, Michael N., Rowe, Dianna J., Heideman, Brent E., antic, Sanja L., Maldonado, Fabien
Published in Cancer research (Chicago, Ill.) (15.06.2022)
Published in Cancer research (Chicago, Ill.) (15.06.2022)
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Journal Article
Assessing the inter-observer variability of Computer-Aided Nodule Assessment and Risk Yield
Nakajima, Erica C, Frankland, Michael P, Johnson, Tucker F, Antic, Sanja L, Chen, Heidi, Chen, Sheau-Chiann, Karwoski, Ronald A, Walker, Ronald, Landman, Bennett A, Clay, Ryan D, Bartholmai, Brian J, Rajagopalan, Srinivasan, Peikert, Tobias, Massion, Pierre P, Maldonado, Fabien
Published in PloS one (01.06.2018)
Published in PloS one (01.06.2018)
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Journal Article
Abstract 3723: Assessing the reproducibility of computer-aided nodule assessment and risk yield (CANARY) method to characterize lung adenocarcinomas
Nakajima, Erica C., Frankland, Michael P., Johnson, Tucker, Antic, Sanja L., Karwoski, Ronald A., Landman, Bennett, Chen, Heidi, Walker, Ronald C., Bartholmai, Brian J., Peikert, Tobias, Rajagopalan, Srinivasan, Massion, Pierre P., Maldonado, Fabien
Published in Cancer research (Chicago, Ill.) (01.07.2017)
Published in Cancer research (Chicago, Ill.) (01.07.2017)
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Journal Article
Body Composition Assessment with Limited Field-of-view Computed Tomography: A Semantic Image Extension Perspective
Xu, Kaiwen, Li, Thomas, Khan, Mirza S, Gao, Riqiang, Antic, Sanja L, Huo, Yuankai, Sandler, Kim L, Maldonado, Fabien, Landman, Bennett A
Year of Publication 13.07.2022
Year of Publication 13.07.2022
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Journal Article
A Comparative Study of Confidence Calibration in Deep Learning: From Computer Vision to Medical Imaging
Gao, Riqiang, Li, Thomas, Tang, Yucheng, Xu, Zhoubing, Kammer, Michael, Antic, Sanja L, Sandler, Kim, Moldonado, Fabien, Lasko, Thomas A, Landman, Bennett
Year of Publication 17.06.2022
Year of Publication 17.06.2022
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Journal Article