Independent Vector Analysis for Data Fusion Prior to Molecular Property Prediction with Machine Learning. - Zois Boukouvalas; Daniel C. Elton; Peter W. Chung; Mark D. Fuge (CoRR, 2018)

Using natural language processing techniques to extract information on the properties and functionalities of energetic materials from large text corpora. - Daniel C. Elton; Dhruv Turakhia; Nischal Reddy; Zois Boukouvalas; Mark D. Fuge; Ruth M. Doherty; Peter W. Chung (CoRR, 2019)

Deep learning for molecular generation and optimization - a review of the state of the art. - Daniel C. Elton; Zois Boukouvalas; Mark D. Fuge; Peter W. Chung (CoRR, 2019)

Automatic recognition of abdominal lymph nodes from clinical text. - Yifan Peng 002; Sungwon Lee 003; Daniel C. Elton; Thomas C. Shen; Yuxing Tang; Qingyu Chen 001; Shuai Wang; Yingying Zhu 003; Ronald M. Summers; Zhiyong Lu (ClinicalNLP@EMNLP, 2020)

Self-explaining AI as an Alternative to Interpretable AI. - Daniel C. Elton (AGI, 2020)

Independent Vector Analysis for Molecular Data Fusion: Application to Property Prediction and Knowledge Discovery of Energetic Materials. - Zois Boukouvalas; Monica Puerto; Daniel C. Elton; Peter W. Chung; Mark D. Fuge (EUSIPCO, 2020)

Accurately identifying vertebral levels in large datasets. - Daniel C. Elton; Veit Sandfort; Perry J. Pickhardt; Ronald M. Summers (Computer-Aided Diagnosis, 2020)

Deep Small Bowel Segmentation with Cylindrical Topological Constraints. - Seung Yeon Shin; Sungwon Lee 003; Daniel C. Elton; James L. Gulley; Ronald M. Summers (MICCAI (4), 2020)

Cross-domain Medical Image Translation by Shared Latent Gaussian Mixture Model. - Yingying Zhu 003; Youbao Tang; Yuxing Tang; Daniel C. Elton; Sungwon Lee 003; Perry J. Pickhardt; Ronald M. Summers (MICCAI (2), 2020)

Self-explainability as an alternative to interpretability for judging the trustworthiness of artificial intelligences. - Daniel C. Elton (CoRR, 2020)

Image Translation by Latent Union of Subspaces for Cross-Domain Plaque Detection. - Yingying Zhu 003; Daniel C. Elton; Sungwon Lee 003; Perry J. Pickhardt; Ronald M. Summers (CoRR, 2020)

Common Pitfalls When Explaining AI and Why Mechanistic Explanation Is a Hard Problem. - Daniel C. Elton (ICICT (1), 2021)

Detection of Lymph Nodes in T2 MRI Using Neural Network Ensembles. - Tejas Sudharshan Mathai; Sungwon Lee 003; Daniel C. Elton; Thomas C. Shen; Yifan Peng 002; Zhiyong Lu; Ronald M. Summers (MLMI@MICCAI, 2021)

Learning Structure from Visual Semantic Features and Radiology Ontology for Lymph Node Classification on MRI. - Yingying Zhu 003; Shuai Wang; Qingyu Chen 001; Sungwon Lee 003; Thomas C. Shen; Daniel C. Elton; Zhiyong Lu; Ronald M. Summers (MLMI@MICCAI, 2021)

Applying Deutsch's concept of good explanations to artificial intelligence and neuroscience - An initial exploration. - Daniel C. Elton (Cogn. Syst. Res., 2021)

Induction, Popper, and machine learning. - Bruce Nielson; Daniel C. Elton (CoRR, 2021)

Cardiovascular disease and all-cause mortality risk prediction from abdominal CT using deep learning. - Daniel C. Elton; Andy Chen; Perry J. Pickhardt; Ronald M. Summers (Computer-Aided Diagnosis, 2022)

Lymph node detection in T2 MRI with transformers. - Tejas Sudharshan Mathai; Sungwon Lee 003; Daniel C. Elton; Thomas C. Shen; Yifan Peng 002; Zhiyong Lu; Ronald M. Summers (Computer-Aided Diagnosis, 2022)

Global-Local attention network with multi-task uncertainty loss for abnormal lymph node detection in MR images. - Shuai Wang; Yingying Zhu 003; Sungwon Lee 003; Daniel C. Elton; Thomas C. Shen; Youbao Tang; Yifan Peng 002; Zhiyong Lu; Ronald M. Summers (Medical Image Anal., 2022)

Detection of abdominopelvic lymph nodes in multi-parametric MRI. - Tejas Sudharshan Mathai; Thomas C. Shen; Daniel C. Elton; Sungwon Lee 003; Zhiyong Lu; Ronald M. Summers (Comput. Medical Imaging Graph., 2024)

Universal detection and segmentation of lymph nodes in multi-parametric MRI. - Tejas Sudharshan Mathai; Sungwon Lee 003; Thomas C. Shen; Daniel C. Elton; Zhiyong Lu; Ronald M. Summers (Int. J. Comput. Assist. Radiol. Surg., 2024)