Search

Search results

29 results found

Recurrent Neural Network Architectures for Event Extraction from Italian Medical Reports

Publication: Book Chapter

Viani, Natalia, Timothy A. Miller, Dmitriy Dligach, Steven Bethard, Carlo Napolitano, Silvia G. Priori, Riccardo Bellazzi, Lucia Sacchi, and Guergana K. Savova. 2017. “Recurrent Neural Network Architectures for Event Extraction from Italian Medical Reports”. In Artificial Intelligence in Medicine: 16th Conference on Artificial Intelligence in Medicine, AIME 2017, Vienna, Austria, June 21-24, 2017, Proceedings, edited by Annette Teije, Christian Popow, John H. Holmes, and Lucia Sacchi, 198–202. Cham: Springer International Publishing.

Neural Temporal Relation Extraction

Publication: Conference Paper

Dligach, Dmitriy, Timothy Miller, Chen Lin, Steven Bethard, and Guergana Savova. 2017. “Neural Temporal Relation Extraction”. In Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers, 746–751. Valencia, Spain: Association for Computational Linguistics.

Question 1

Page

Parent of a 1 year-old female on home parenteral nutrition secondary to short bowel syndrome (necrotizing enterocolitis) calls with a 2-day history of fever 101 degrees Fahrenheit (38.3 degrees Celsius). There are no other clinical complaints besides from teething. What is the next step? A...

Question 2

Page

6 month-old male on home parenteral nutrition presents to emergency department with sudden onset altered mental status. On exam, patient is non-responsive, temperature 35 degrees Celsius, HR 180, blood pressure undetectable, skin is modeled. The central line site is clear. Blood cultures have been...

Question 5

Page

Patient is an 8 year-old female with HPN dependence due to short bowel syndrome. She has high ostomy due to proximal stoma. Height velocity gradually slows over the last 12 months. Receiving adequate calorie and fluid support. Compliance has been assessed to be satisfactory. On history, parents...

Repeat before Forgetting: Spaced Repetition for Efficient and Effective Training of Neural Networks

Publication: Conference Paper

Amiri, Hadi, Timothy Miller, and Guergana Savova. 2017. “Repeat before Forgetting: Spaced Repetition for Efficient and Effective Training of Neural Networks”. In Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2401–2410. Copenhagen, Denmark: Association for Computational Linguistics.

Representations of Time Expressions for Temporal Relation Extraction with Convolutional Neural Networks

Publication: Conference Paper

Lin, Chen, Timothy Miller, Dmitriy Dligach, Steven Bethard, and Guergana Savova. 2017. “Representations of Time Expressions for Temporal Relation Extraction With Convolutional Neural Networks”. In BioNLP 2017, 322–327. Vancouver, Canada,: Association for Computational Linguistics.

Towards generalizable entity-centric clinical coreference resolution

Publication: Journal Article

Miller, Timothy, Dmitriy Dligach, Steven Bethard, Chen Lin, and Guergana Savova. 2017. “Towards Generalizable Entity-Centric Clinical Coreference Resolution”. J Biomed Inform 69: 251-58.

Multilayered temporal modeling for the clinical domain

Publication: Journal Article

Lin, Chen, Dmitriy Dligach, Timothy Miller, Steven Bethard, and Guergana Savova. 2016. “Multilayered Temporal Modeling for the Clinical Domain”. J Am Med Inform Assoc 23 (2): 387-95.

Expectancy and Achievement Gaps in Educational Attainment and Subsequent Adverse Health Effects Among Adolescents With and Without Chronic Medical Conditions

Publication: Journal Article

Wisk, LE, and E.R. Weitzman. 2017. “Expectancy and Achievement Gaps in Educational Attainment and Subsequent Adverse Health Effects Among Adolescents With and Without Chronic Medical Conditions”. J Adolesc Health 61 (4): 461-70.