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Murthy Devarakonda

A Scalable AI Approach for Clinical Trial Cohort Optimization

Sep 07, 2021
Xiong Liu, Cheng Shi, Uday Deore, Yingbo Wang, Myah Tran, Iya Khalil, Murthy Devarakonda

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* PharML 2021 (Machine Learning for Pharma and Healthcare Applications) at the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2021)

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Cascade Neural Ensemble for Identifying Scientifically Sound Articles

Apr 13, 2020
Ashwin Karthik Ambalavanan, Murthy Devarakonda

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* 11 pages, 4 figures, and 9 tables

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Robustly Pre-trained Neural Model for Direct Temporal Relation Extraction

Apr 13, 2020
Hong Guan, Jianfu Li, Hua Xu, Murthy Devarakonda

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* 10 pages, 1 Figure, 7 Tables

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Knowledge Guided Named Entity Recognition

Nov 10, 2019
Pratyay Banerjee, Kuntal Kumar Pal, Murthy Devarakonda, Chitta Baral

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* work in progress, draft

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Training Models to Extract Treatment Plans from Clinical Notes Using Contents of Sections with Headings

Jun 27, 2019
Ananya Poddar, Bharath Dandala, Murthy Devarakonda

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* 15 pages, 4 Figures, and 4 Tables

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Developing and Using Special-Purpose Lexicons for Cohort Selection from Clinical Notes

Feb 26, 2019
Samarth Rawal, Ashok Prakash, Soumya Adhya, Sidharth Kulkarni, Saadat Anwar, Chitta Baral, Murthy Devarakonda

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* 13 pages, paper describing the NLP system built for N2C2 Task 1 2018 shared challenge in biomedical NLP

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