Publications by authors named "Anthony Rios"

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Impact of hemoglobin increases on allowable blood loss and transfusion needs during cesarean delivery.
Jean-Paul Russo, Giselle De La Rua, Anthony Rios, YanYun Wu, Michelle Fletcher

Transfusion· December 2025

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Does generative artificial intelligence pose a risk to performance validity test security?
Shannon Lavigne, Anthony Rios, Jeremy J Davis

Clin Neuropsychol· July 2024

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Towards Understanding the Generalization of Medical Text-to-SQL Models and Datasets.
Richard Tarbell, Kim-Kwang Raymond Choo, Glenn Dietrich, Anthony Rios

AMIA Annu Symp Proc· January 2024

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A marker-based neural network system for extracting social determinants of health.
Xingmeng Zhao, Anthony Rios

J Am Med Inform Assoc· July 2023

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Consideration of Acute Porphyria in an Emergency Department Patient: A Case Report and Discussion of Common Pitfalls.
Anthony Rios, Lisa Kehrberg, Hillary E Davis

Clin Pract Cases Emerg Med· November 2022

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Perceived Barriers to the De-implementation of Routine Preoperative History & Physicals Preceding Low-Risk Ambulatory Procedures: A Qualitative Study of Surgeon Perspectives.
Alison S Baskin, Alexandra I Mansour, Abed Rahman Kawakibi, Porag Jeet Das, Anthony E Rios

J Surg Res· February 2022

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Assigning ICD-O-3 Codes to Pathology Reports using Neural Multi-Task Training with Hierarchical Regularization.
Anthony Rios, Eric B Durbin, Isaac Hands, Ramakanth Kavuluru

ACM BCB· August 2021

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The risk of racial bias while tracking influenza-related content on social media using machine learning.
Brandon Lwowski, Anthony Rios

J Am Med Inform Assoc· March 2021

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Cross-registry neural domain adaptation to extract mutational test results from pathology reports.
Anthony Rios, Eric B Durbin, Isaac Hands, Susanne M Arnold, Darshil Shah

J Biomed Inform· September 2019

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Neural transfer learning for assigning diagnosis codes to EMRs.
Anthony Rios, Ramakanth Kavuluru

Artif Intell Med· May 2019

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Data and systems for medication-related text classification and concept normalization from Twitter: insights from the Social Media Mining for Health (SMM4H)-2017 shared task.
Abeed Sarker, Maksim Belousov, Jasper Friedrichs, Kai Hakala, Svetlana Kiritchenko, Anthony Rios

J Am Med Inform Assoc· October 2018

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Generalizing biomedical relation classification with neural adversarial domain adaptation.
Anthony Rios, Ramakanth Kavuluru, Zhiyong Lu

Bioinformatics· September 2018

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EMR Coding with Semi-Parametric Multi-Head Matching Networks.
Anthony Rios, Ramakanth Kavuluru

Proc Conf· June 2018

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Case Report: An Innovative Endovascular Technique for Repair of Descending Thoracic Aortic Aneurysm following an Open Coarctation Repair.
Pouria Parsa, John Eidt, Anthony Rios, Dennis Gable, Javier Vasquez

Ann Vasc Surg· January 2018

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Extracting chemical-protein relations with ensembles of SVM and deep learning models.
Yifan Peng, Anthony Rios, Ramakanth Kavuluru, Zhiyong Lu

Database (Oxford)· January 2018

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Few-Shot and Zero-Shot Multi-Label Learning for Structured Label Spaces.
Anthony Rios, Ramakanth Kavuluru

Proc Conf Empir Methods Nat Lang Process· January 2018

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Ordinal convolutional neural networks for predicting RDoC positive valence psychiatric symptom severity scores.
Anthony Rios, Ramakanth Kavuluru

J Biomed Inform· November 2017

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A novel surgical approach to symptomatic left renal vein aneurysm.
Anthony Rios, Pouria Parsa, John Eidt, Gregory Pearl

J Vasc Surg Venous Lymphat Disord· November 2017

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Isolated lower extremity vasculitis leading to progressive critical limb ischemia.
Pouria Parsa, Anthony Rios, Lisa N Anderson, John F Eidt, Dennis Gable

J Vasc Surg Cases Innov Tech· September 2017

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Extracting Drug-Drug Interactions with Word and Character-Level Recurrent Neural Networks.
Ramakanth Kavuluru, Anthony Rios, Tung Tran

Proc (IEEE Int Conf Healthc Inform)· August 2017

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Dialysis fistulas and heart failure.
Peter A McCullough, Anthony Rios, Bertram Smith

Eur Heart J· June 2017

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Transperitoneal Intervascular Approach for Repair of the Lumbar Spine.
Alexander M Geube, Anthony Rios, Janine A Tedesco, Gregg S Landis

Int J Angiol· December 2016

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Laparoscopic Left Gastric Artery Aneurysm Resection.
Vijay Kamath, Anthony L Rios, Nitin Mishra, Sandeep A Sathyanarayana, Kambhampaty V Krishnasastry

Int J Angiol· December 2016

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Analyzing the Moving Parts of a Large-Scale Multi-Label Text Classification Pipeline: Experiences in Indexing Biomedical Articles.
Anthony Rios, Ramakanth Kavuluru

Proc (IEEE Int Conf Healthc Inform)· October 2015

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Convolutional Neural Networks for Biomedical Text Classification: Application in Indexing Biomedical Articles.
Anthony Rios, Ramakanth Kavuluru

ACM BCB· September 2015

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