Sign in
Sanja L. Antic
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 14
Top Topics
Lung Cancer
Prognostic Factors
Deep Learning
Pulmonary Nodules
Top Venues
CoRR
Medical Imaging: Image Processing
Medical Image Anal.
MLMI@MICCAI
</>
Publications
</>
Kaiwen Xu
,
Thomas Z. Li
,
Mirza S. Khan
,
Riqiang Gao
,
Sanja L. Antic
,
Yuankai Huo
,
Kim L. Sandler
,
Fabien Maldonado
,
Bennett A. Landman
Body composition assessment with limited field-of-view computed tomography: A semantic image extension perspective.
Medical Image Anal.
88 (2023)
Kaiwen Xu
,
Thomas Z. Li
,
Mirza S. Khan
,
Riqiang Gao
,
Sanja L. Antic
,
Yuankai Huo
,
Kim L. Sandler
,
Fabien Maldonado
,
Bennett A. Landman
Body Composition Assessment with Limited Field-of-view Computed Tomography: A Semantic Image Extension Perspective.
CoRR
(2022)
Riqiang Gao
,
Thomas Z. Li
,
Yucheng Tang
,
Kaiwen Xu
,
Mirza S. Khan
,
Michael N. Kammer
,
Sanja L. Antic
,
Stephen Deppen
,
Yuankai Huo
,
Thomas A. Lasko
,
Kim L. Sandler
,
Fabien Maldonado
,
Bennett A. Landman
Reducing uncertainty in cancer risk estimation for patients with indeterminate pulmonary nodules using an integrated deep learning model.
Comput. Biol. Medicine
150 (2022)
Riqiang Gao
,
Thomas Z. Li
,
Yucheng Tang
,
Zhoubing Xu
,
Michael N. Kammer
,
Sanja L. Antic
,
Kim L. Sandler
,
Fabien Maldonado
,
Thomas A. Lasko
,
Bennett A. Landman
A Comparative Study of Confidence Calibration in Deep Learning: From Computer Vision to Medical Imaging.
CoRR
(2022)
Riqiang Gao
,
Yuankai Huo
,
Shunxing Bao
,
Yucheng Tang
,
Sanja L. Antic
,
Emily S. Epstein
,
Steve Deppen
,
Alexis B. Paulson
,
Kim L. Sandler
,
Pierre P. Massion
,
Bennett A. Landman
Multi-path x-D recurrent neural networks for collaborative image classification.
Neurocomputing
397 (2020)
Riqiang Gao
,
Yucheng Tang
,
Kaiwen Xu
,
Michael N. Kammer
,
Sanja L. Antic
,
Steve Deppen
,
Kim L. Sandler
,
Pierre P. Massion
,
Yuankai Huo
,
Bennett A. Landman
Deep Multi-path Network Integrating Incomplete Biomarker and Chest CT Data for Evaluating Lung Cancer Risk.
CoRR
(2020)
Yiyuan Yang
,
Riqiang Gao
,
Yucheng Tang
,
Sanja L. Antic
,
Steve Deppen
,
Yuankai Huo
,
Kim L. Sandler
,
Pierre P. Massion
,
Bennett A. Landman
Internal-transfer weighting of multi-task learning for lung cancer detection.
Medical Imaging: Image Processing
(2020)
Riqiang Gao
,
Yucheng Tang
,
Kaiwen Xu
,
Yuankai Huo
,
Shunxing Bao
,
Sanja L. Antic
,
Emily S. Epstein
,
Steve Deppen
,
Alexis B. Paulson
,
Kim L. Sandler
,
Pierre P. Massion
,
Bennett A. Landman
Time-distanced gates in long short-term memory networks.
Medical Image Anal.
65 (2020)
Riqiang Gao
,
Lingfeng Li
,
Yucheng Tang
,
Sanja L. Antic
,
Alexis B. Paulson
,
Yuankai Huo
,
Kim L. Sandler
,
Pierre P. Massion
,
Bennett A. Landman
Deep multi-task prediction of lung cancer and cancer-free progression from censored heterogenous clinical imaging.
Medical Imaging: Image Processing
(2020)
Riqiang Gao
,
Yuankai Huo
,
Shunxing Bao
,
Yucheng Tang
,
Sanja L. Antic
,
Emily S. Epstein
,
Aneri B. Balar
,
Steve Deppen
,
Alexis B. Paulson
,
Kim L. Sandler
,
Pierre P. Massion
,
Bennett A. Landman
Distanced LSTM: Time-Distanced Gates in Long Short-Term Memory Models for Lung Cancer Detection.
CoRR
(2019)
Riqiang Gao
,
Lingfeng Li
,
Yucheng Tang
,
Sanja L. Antic
,
Alexis B. Paulson
,
Yuankai Huo
,
Kim L. Sandler
,
Pierre P. Massion
,
Bennett A. Landman
Deep Multi-task Prediction of Lung Cancer and Cancer-free Progression from Censored Heterogenous Clinical Imaging.
CoRR
(2019)
Riqiang Gao
,
Yuankai Huo
,
Shunxing Bao
,
Yucheng Tang
,
Sanja L. Antic
,
Emily S. Epstein
,
Aneri B. Balar
,
Steve Deppen
,
Alexis B. Paulson
,
Kim L. Sandler
,
Pierre P. Massion
,
Bennett A. Landman
Distanced LSTM: Time-Distanced Gates in Long Short-Term Memory Models for Lung Cancer Detection.
MLMI@MICCAI
(2019)
Jiachen Wang
,
Riqiang Gao
,
Yuankai Huo
,
Shunxing Bao
,
Yunxi Xiong
,
Sanja L. Antic
,
Travis J. Osterman
,
Pierre P. Massion
,
Bennett A. Landman
Lung cancer detection using co-learning from chest CT images and clinical demographics.
Medical Imaging: Image Processing
(2019)
Yiyuan Yang
,
Riqiang Gao
,
Yucheng Tang
,
Sanja L. Antic
,
Steve Deppen
,
Yuankai Huo
,
Kim L. Sandler
,
Pierre P. Massion
,
Bennett A. Landman
Internal-transfer Weighting of Multi-task Learning for Lung Cancer Detection.
CoRR
(2019)