Antonio Jimeno Yepes

A representation model for biological entities by fusing structured axioms with unstructured texts.

Peiliang Lou, YuXin Dong, Antonio Jimeno Yepes, Chen Li

Journal article  |  2021  |  Bioinformatics

MOTIVATION: Structured semantic resources, for example, biological knowledge bases and ontologies, formally define biological conc..

ICDAR 2021 Competition on Scientific Literature Parsing

A Jimeno Yepes, P Zhong, D Burdick

Book Chapter  |  2021  |  Lecture Notes in Computer Science

Scientific literature contain important information related to cutting-edge innovations in diverse domains. Advances in natural la..

Brief Description of COVID-SEE: The Scientific Evidence Explorer for COVID-19 Related Research

K Verspoor, S Šuster, Y Otmakhova, S Mendis, Z Zhai, B Fang, JH Lau, T Baldwin, A Jimeno Yepes, D Martinez

Book Chapter  |  2021  |  Lecture Notes in Computer Science

We present COVID-SEE, a system for medical literature discovery based on the concept of information exploration, which builds on s..

A MultiCenter Analysis of Factors Associated with Hearing Outcome for 2,735 Adults with Cochlear Implants.

Benjamin Goudey, Kerrie Plant, Isabell Kiral, Antonio Jimeno-Yepes, Annalisa Swan, Manoj Gambhir, Andreas Büchner, Eugen Kludt, Robert H Eikelboom, Cathy Sucher, Rene H Gifford, Riaan Rottier, Hamideh Anjomshoa

Journal article  |  2021  |  Trends Hear

While the majority of cochlear implant recipients benefit from the device, it remains difficult to estimate the degree of benefit ..

Grey-box Adversarial Attack And Defence For Sentiment Classification

Ying Xu, Xu Zhong, Antonio Jimeno Yepes, Jey Han Lau

Conference Proceedings  |  2021  |  Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

Combining Social Media and FDA Adverse Event Reporting System to Detect Adverse Drug Reactions.

Ying Li, Antonio Jimeno Yepes, Cao Xiao

Journal article  |  2020  |  Drug Safety

INTRODUCTION: Adverse drug reactions (ADRs) are unintended reactions caused by a drug or combination of drugs taken by a patient. ..

Forget Me Not: Reducing Catastrophic Forgetting for Domain Adaptation in Reading Comprehension

Y Xu, X Zhong, AJJ Yepes, JH Lau

Conference Proceedings  |  2020  |  Proceedings of the International Joint Conference on Neural Networks

The creation of large-scale open domain reading comprehension data sets in recent years has enabled the development of end-to-end ..

Evaluation of Combined Artificial Intelligence and Radiologist Assessment to Interpret Screening Mammograms

Thomas Schaffter, Diana SM Buist, Christoph Lee, Yaroslav Nikulin, Dezso Ribli, Yuanfang Guan, William Lotter, Zequn Jie, Hao Du, Sijia Wang, Jiashi Feng, Mengling Feng, Hyo-Eun Kim, Francisco Albiol, Alberto Albiol, Stephen Morrell, Zbigniew Wojna, Mehmet Eren Ahsen, Umar Asif, Antonio Jimeno Yepes, et al.

Journal article  |  2020  |  JAMA NETWORK OPEN

Importance: Mammography screening currently relies on subjective human interpretation. Artificial intelligence (AI) advances could..

BioNorm: deep learning-based event normalization for the curation of reaction databases.

Peiliang Lou, Antonio Jimeno Yepes, Zai Zhang, Qinghua Zheng, Xiangrong Zhang, Chen Li

Journal article  |  2020  |  Bioinformatics

MOTIVATION: A biochemical reaction, bio-event, depicts the relationships between participating entities. Current text mining resea..

Image-Based Table Recognition: Data, Model, and Evaluation

X Zhong, E ShafieiBavani, A Jimeno Yepes

Conference Proceedings  |  2020  |  Computer Vision – ECCV 2020 16th European Conference Glasgow, UK, Proceedings, Part XXVII

Important information that relates to a specific topic in a document is often organized in tabular format to assist readers with i..