Joao H. Bettencourt‐Silva

Generating author description...

All published works

Action	Title	Year	Authors
+ PDF Chat	Evaluating the Predictive Features of Person-Centric Knowledge Graph Embeddings: Unfolding Ablation Studies	2024	Christos Theodoropoulos Natasha Mulligan Joao H. Bettencourt‐Silva
+ PDF Chat	Representation Learning for Person or Entity-Centric Knowledge Graphs: An Application in Healthcare	2023	Christos Theodoropoulos Natasha Mulligan Thaddeus S. Stappenbeck Joao H. Bettencourt‐Silva
+	Representation Learning for Person or Entity-centric Knowledge Graphs: An Application in Healthcare	2023	Christos Theodoropoulos Natasha Mulligan Thaddeus S. Stappenbeck Joao H. Bettencourt‐Silva
+	Deep EHR Spotlight: a Framework and Mechanism to Highlight Events in Electronic Health Records for Explainable Predictions	2021	Thanh Nguyen-Duc Natasha Mulligan Gurdeep Mannu Joao H. Bettencourt‐Silva
+	Deep EHR Spotlight: a Framework and Mechanism to Highlight Events in Electronic Health Records for Explainable Predictions.	2021	Thanh Nguyen-Duc Natasha Mulligan Gurdeep Mannu Joao H. Bettencourt‐Silva
+	Deep EHR Spotlight: a Framework and Mechanism to Highlight Events in Electronic Health Records for Explainable Predictions	2021	Thanh Nguyen-Duc Natasha Mulligan Gurdeep Mannu Joao H. Bettencourt‐Silva

Common Coauthors

Coauthor	Papers Together
Natasha Mulligan	4
Christos Theodoropoulos	3
Thanh Nguyen-Duc	3
Gurdeep Mannu	3
Natasha Mulligan	2
Thaddeus S. Stappenbeck	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Sequence to Sequence Learning with Neural Networks	2014	Ilya Sutskever Oriol Vinyals Quoc V. Le	1
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	1
+	Modeling Relational Data with Graph Convolutional Networks	2018	Michael Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling	1
+ PDF Chat	Characterizing and Managing Missing Structured Data in Electronic Health Records: Data Analysis	2018	Brett K. Beaulieu‐Jones Daniel R. Lavage John W Snyder Jason H. Moore Sarah A. Pendergrass Christopher R. Bauer	1
+	Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift	2015	Sergey Ioffe Christian Szegedy	1
+ PDF Chat	A Comprehensive Survey of Graph Embedding: Problems, Techniques, and Applications	2018	Hongyun Cai Vincent W. Zheng Kevin Chen–Chuan Chang	1
+	RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism	2016	Edward Choi Mohammad Taha Bahadori Jimeng Sun Joshua A. Kulas Andy Schuetz Walter F. Stewart	1
+ PDF Chat	Densely Connected Convolutional Networks	2017	Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger	1
+	Multi-Scale Context Aggregation by Dilated Convolutions	2015	Fisher Yu Vladlen Koltun	1
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	1
+	Neural Machine Translation by Jointly Learning to Align and Translate	2015	Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio	1
+ PDF Chat	Knowledge Graphs	2021	Aidan Hogan Eva Blomqvist Michael Cochez Claudia d’Amato Gerard de Melo Claudio Gutiérrez Sabrina Kirrane José Emilio Labra Gayo Roberto Navigli Sebastian Neumaier	1
+	Annotating social determinants of health using active learning, and characterizing determinants using neural event extraction	2020	Kevin Lybarger Mari Ostendorf Meliha Yetişgen	1
+ PDF Chat	Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing	2021	裕二池谷 Robert Tinn Hao Cheng Michael Lucas Naoto Usuyama Xiaodong Liu Tristan Naumann Jianfeng Gao Hoifung Poon	1
+ PDF Chat	A Survey on Knowledge Graph-Based Recommender Systems	2020	Qingyu Guo Fuzhen Zhuang Chuan Qin Hengshu Zhu Xing Xie Hui Xiong Qing He	1
+ PDF Chat	Graph Neural Networks in Recommender Systems: A Survey	2022	Shiwen Wu Fei Sun Wentao Zhang X. H. Xie Bin Cui	1
+ PDF Chat	Scalable and accurate deep learning with electronic health records	2018	Alvin Rajkomar Eyal Oren Kai Chen Andrew M. Dai Nissan Hajaj Michaela Hardt Peter J. Liu Xiaobing Liu Jake Marcus Mimi Sun	1
+ PDF Chat	Building and Using Personal Knowledge Graph to Improve Suicidal Ideation Detection on Social Media	2020	Lei Cao Huijun Zhang Ling Feng	1
+	Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning	2021	Christos Theodoropoulos James Henderson Andrei Catalin Coman Marie‐Francine Moens	1
+	How Attentive are Graph Attention Networks?	2021	Shaked Brody Uri Alon Eran Yahav	1
+	Personal Health Knowledge Graph for Clinically Relevant Diet Recommendations	2021	Oshani Seneviratne Jonathan Harris Ching-Hua Chen Deborah L. McGuinness	1
+	Personal Health Knowledge Graphs for Patients	2020	Nidhi Rastogi Mohammed J. Zaki	1
+ PDF Chat	Personal Research Knowledge Graphs	2022	Prantika Chakraborty Sudakshina Dutta Debarshi Kumar Sanyal	1
+	Graph Attention Networks	2017	Petar Veličković Guillem Cucurull Arantxa Casanova Adriana Romero Píetro Lió Yoshua Bengio	1
+ PDF Chat	Personal Attribute Prediction from Conversations	2022	Yinan Liu Hu Chen Wei Shen	1
+ PDF Chat	An Ontology for the Social Determinants of Health Domain	2022	Navya Martin Kollapally Yan Chen Julia Xu James Geller	1
+ PDF Chat	An Information Extraction Study: Take in Mind the Tokenization!	2023	Christos Theodoropoulos Marie‐Francine Moens	1
+ PDF Chat	Representation Learning for Person or Entity-Centric Knowledge Graphs: An Application in Healthcare	2023	Christos Theodoropoulos Natasha Mulligan Thaddeus S. Stappenbeck Joao H. Bettencourt‐Silva	1