Murthy V. Devarakonda

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 34

Top Topics

Information Extraction

Cognitive Computing

Electronic Medical Record

Question Answering

Top Venues

J. Biomed. Informatics

Publications

Murthy V. Devarakonda, Smita Mohanty, Raja Rao Sunkishala, Nag Mallampalli, Xiong Liu
Clinical trial recommendations using Semantics-Based inductive inference and knowledge graph embeddings. J. Biomed. Informatics 154 (2024)
Andac Demir, Elizaveta Solovyeva, James Boylan, Mei Xiao, Fabrizio Serluca, Sebastian Hoersch, Jeremy Jenkins, Murthy V. Devarakonda, Bulent Kiziltan
sc-OTGM: Single-Cell Perturbation Modeling by Solving Optimal Mass Transport on the Manifold of Gaussian Mixtures. CoRR (2024)
Murthy V. Devarakonda, Smita Mohanty, Raja Rao Sunkishala, Nag Mallampalli, Xiong Liu
Clinical Trial Recommendations Using Semantics-Based Inductive Inference and Knowledge Graph Embeddings. CoRR (2023)
Murthy V. Devarakonda, Ellen M. Voorhees
Introduction to the Special Issue on Computational Methods for Biomedical NLP. ACM Trans. Comput. Heal. 3 (1) (2022)
Xiong Liu, Iya Khalil, Murthy V. Devarakonda
Customizing Knowledge Graph Embedding to Improve Clinical Study Recommendation. CoRR (2022)
Xiong Liu, Cheng Shi, Uday Deore, Yingbo Wang, Myah Tran, Iya Khalil, Murthy V. Devarakonda
A Scalable AI Approach for Clinical Trial Cohort Optimization. CoRR (2021)
Mihir Parmar, Ashwin Karthik Ambalavanan, Hong Guan, Rishab Banerjee, Jitesh Pabla, Murthy V. Devarakonda
COVID-19: Comparative Analysis of Methods for Identifying Articles Related to Therapeutics and Vaccines without Using Labeled Data. CoRR (2021)
Xiong Liu, Greg L. Hersch, Iya Khalil, Murthy V. Devarakonda
Clinical Trial Information Extraction with BERT. ICHI (2021)
Hong Guan, Jianfu Li, Hua Xu, Murthy V. Devarakonda
Robustly Pre-Trained Neural Model for Direct Temporal Relation Extraction. ICHI (2021)
Xiong Liu, Cheng Shi, Uday Deore, Yingbo Wang, Myah Tran, Iya Khalil, Murthy V. Devarakonda
A Scalable AI Approach for Clinical Trial Cohort Optimization. PKDD/ECML Workshops (2) (2021)
Pratyay Banerjee, Kuntal Kumar Pal, Murthy V. Devarakonda, Chitta Baral
Biomedical Named Entity Recognition via Knowledge Guidance and Question Answering. ACM Trans. Comput. Heal. 2 (4) (2021)
Xiong Liu, Greg L. Hersch, Iya Khalil, Murthy V. Devarakonda
Clinical Trial Information Extraction with BERT. CoRR (2021)
Ashwin Karthik Ambalavanan, Murthy V. Devarakonda
Cascade Neural Ensemble for Identifying Scientifically Sound Articles. CoRR (2020)
Samarth Rawal, Ashok Prakash, Soumya Adhya, Sidharth Kulkarni, Saadat Anwar, Chitta Baral, Murthy V. Devarakonda
Semi-Automated Clinical Lexicon Induction and Its Use in Cohort Selection from Clinical Notes. ICHI (2020)
Hong Guan, Jianfu Li, Hua Xu, Murthy V. Devarakonda
Robustly Pre-trained Neural Model for Direct Temporal Relation Extraction. CoRR (2020)
Ashwin Karthik Ambalavanan, Murthy V. Devarakonda
Using the contextual language model BERT for multi-criteria classification of scientific articles. J. Biomed. Informatics 112 (2020)
Ananya Poddar, Bharath Dandala, Murthy V. Devarakonda
Training Models to Extract Treatment Plans from Clinical Notes Using Contents of Sections with Headings. CoRR (2019)
Samarth Rawal, Ashok Prakash, Soumya Adhya, Sidharth Kulkarni, Saadat Anwar, Chitta Baral, Murthy V. Devarakonda
Developing and Using Special-Purpose Lexicons for Cohort Selection from Clinical Notes. CoRR (2019)
Pratyay Banerjee, Kuntal Kumar Pal, Murthy V. Devarakonda, Chitta Baral
Knowledge Guided Named Entity Recognition. CoRR (2019)
Hong Guan, Murthy V. Devarakonda
Leveraging Contextual Information in Extracting Long Distance Relations from Clinical Notes. AMIA (2019)
Zahra Zandesh, Marjan Ghazi Saeedi, Murthy V. Devarakonda, Mohammad Sayad Haghighi
Legal framework for health cloud: A systematic review. Int. J. Medical Informatics 132 (2019)
Preethi Raghavan, Siddharth Patwardhan, Jennifer J. Liang, Murthy V. Devarakonda
Annotating Electronic Medical Records for Question Answering. CoRR (2018)
Bharath Dandala, Venkata Joopudi, Murthy V. Devarakonda
IBM Research System at MADE 2018: Detecting Adverse Drug Events from Electronic Health Records. Medication and Adverse Drug Event Detection (2018)
Venkata Joopudi, Bharath Dandala, Murthy V. Devarakonda
A convolutional route to abbreviation disambiguation in clinical text. J. Biomed. Informatics 86 (2018)
Homa Alemzadeh, Murthy V. Devarakonda
An NLP-based cognitive system for disease status identification in electronic health records. BHI (2017)
Bharath Dandala, Diwakar Mahajan, Murthy V. Devarakonda
IBM Research System at TAC 2017: Adverse Drug Reactions Extraction from Drug Labels. TAC (2017)
John M. Prager, Jennifer J. Liang, Murthy V. Devarakonda
SemanticFind: Locating What You Want in a Patient Record, Not Just What You Ask For. CRI (2017)
Jennifer J. Liang, Ching-Huei Tsou, Murthy V. Devarakonda
Ground Truth Creation for Complex Clinical NLP Tasks - an Iterative Vetting Approach and Lessons Learned. CRI (2017)
Murthy V. Devarakonda, Neil Mehta, Ching-Huei Tsou, Jennifer J. Liang, Amy S. Nowacki, John Eric Jelovsek
Automated problem list generation and physicians perspective from a pilot study. Int. J. Medical Informatics 105 (2017)
Bharath Dandala, Murthy V. Devarakonda, Mihaela A. Bornea, Christopher Nielson
Scoring Disease-Medication Associations using Advanced NLP, Machine Learning, and Multiple Content Sources. BioTxtM@COLING 2016 (2016)
Murthy V. Devarakonda, Neil Mehta, Christopher Nielson, Kenney Ng, Preethi Raghavan
Watson Cognitive Computing for Electronic Medical Records. AMIA (2016)
Murthy V. Devarakonda
Watson Cognitive Computing for Electronic Medical Records. CRI (2016)
Ching-Huei Tsou, Murthy V. Devarakonda, Jennifer J. Liang
Toward Generating Domain-Specific / Personalized Problem Lists from Electronic Medical Records. AAAI Fall Symposia (2015)
Murthy V. Devarakonda, Ching-Huei Tsou
Automated Problem List Generation from Electronic Medical Records in IBM Watson. AAAI (2015)
Murthy V. Devarakonda, Dongyang Zhang, Ching-Huei Tsou, Mihaela A. Bornea
Problem-oriented patient record summary: An early report on a Watson application. Healthcom (2014)
Murthy V. Devarakonda, Purnendu Gupta, Chunqiang Tang
Labor Cost Reduction with Cloud: An End-to-End View. IEEE CLOUD (2013)
Murthy V. Devarakonda, Hans-Andrea Loeliger
Joint synchronization and demodulation by forward filtering. ISIT (2012)
Christoph Reller, Murthy V. Devarakonda, Hans-Andrea Loeliger
Glue factors, likelihood computation, and filtering in state space models. Allerton Conference (2012)
Nikolai Joukov, Birgit Pfitzmann, HariGovind V. Ramasamy, Murthy V. Devarakonda
Application-storage discovery. SYSTOR (2010)
Nikolai Joukov, Birgit Pfitzmann, HariGovind V. Ramasamy, Norbert G. Vogl, Murthy V. Devarakonda, Tryg Ager
ITBVM: IT Business Value Modeler. IEEE SCC (2009)
Mudhakar Srivatsa, Nithya Rajamani, Murthy V. Devarakonda
A Policy Evaluation Tool for Multisite Resource Management. IEEE Trans. Parallel Distributed Syst. 19 (10) (2008)
Ronnie Sarkar, Murthy V. Devarakonda, Axel Tanner
Policy-Based Automation to Improve Solution Engineering in IT Services. IEEE SCC (2) (2008)
Yu Deng, Murthy V. Devarakonda, Nithya Rajamani, Wlodek Zadrozny
Improving Information Access for a Community of Practice Using Business Process as Context. ICDE (2008)
Nikolai Joukov, Murthy V. Devarakonda, Kostas Magoutis, Norbert G. Vogl
Built-to-Order Service Engineering for Enterprise IT Discovery. IEEE SCC (2) (2008)
Kostas Magoutis, Murthy V. Devarakonda, Nikolai Joukov, Norbert G. Vogl
Galapagos: Model-driven discovery of end-to-end application - storage relationships in distributed systems. IBM J. Res. Dev. 52 (4-5) (2008)
Sandeep Gopisetty, Sandip Agarwala, Eric Butler, Divyesh Jadav, Stefan Jaquet, Madhukar R. Korupolu, Ramani Routray, Prasenjit Sarkar, Aameek Singh, Miriam Sivan-Zimet, Chung-Hao Tan, Sandeep Uttamchandani, David Merbach, Sumant Padbidri, Andreas Dieberger, Eben M. Haber, Eser Kandogan, Cheryl A. Kieliszewski, Dakshi Agrawal, Murthy V. Devarakonda, Kang-Won Lee, Kostas Magoutis, Dinesh C. Verma, Norbert G. Vogl
Evolution of storage management: Transforming raw data into information. IBM J. Res. Dev. 52 (4-5) (2008)
Liang Liu, Hui Lei, Dongjun Lan, Raymond E. Rose, Jon S. Seymour, Murthy V. Devarakonda
Service Obligations Management in IT Outsourcing. ICEBE (2007)
Nithya Rajamani, Murthy V. Devarakonda, Yu Deng, Wlodek Zadrozny, Jyotishman Pathak
Business-Activity Driven Search: Addressing the Information Needs of Services Professionals. IEEE SCC (2007)
Ronnie Sarkar, Murthy V. Devarakonda, Axel Tanner
Policy-Based Automation to Improve Solution Engineering in IT Services. IEEE SCC (2007)
Kostas Magoutis, Murthy V. Devarakonda, Kiran Muniswamy-Reddy
Galapagos: Automatically Discovering Application-Data Relationships in Networked Systems. Integrated Network Management (2007)
Murthy V. Devarakonda, Vijay K. Naik, Nithya Rajamani
Policy-Based Multi-Datacenter Resource Management. POLICY (2005)
Mandis Beigi, Murthy V. Devarakonda, Rohit Jain, Marc A. Kaplan, David Pease, Jim Rubas, Upendra Sharma, Akshat Verma
Policy-Based Information Lifecycle Management in a Large-Scale File System. POLICY (2005)
Akshat Verma, David Pease, Upendra Sharma, Marc A. Kaplan, Jim Rubas, Rohit Jain, Murthy V. Devarakonda, Mandis Beigi
An Architecture for Lifecycle Management in Very Large File Systems. MSST (2005)
Jean-Pierre Prost, Leonard Berman, Rong Chang, Murthy V. Devarakonda, Matt Haynos, Wen-Syan Li, Ying Li, Inderpal Narang, Jay Unger, Dinesh C. Verma
Developing innovative technologies for commercial grids. High Performance Computing Workshop (2004)
Murthy V. Devarakonda, David M. Chess, Ian Whalley, Alla Segal, Pawan Goyal, Aamer Sachedina, Keri Romanufa, Ed Lassettre, William H. Tetzlaff, Bill Arnold
Policy-Based Autonomic Storage Allocation. DSOM (2003)
Murthy V. Devarakonda, Alla Segal, David M. Chess
A Toolkit-Based Approach to Policy-Managed Storage. POLICY (2003)
Murthy V. Devarakonda, Jack P. Gelb, Avi Saha, Jimmy P. Strickland
A Policy-Based Storage Management Framework. POLICY (2002)
Sandra Johnson Baylor, Murthy V. Devarakonda, Stephen J. Fink, Eugene Gluzberg, Michael H. Kalantar, Prakash Muttineni, Eric Barsness, Rajiv Arora, Robert T. Dimpsey, Steven J. Munroe
Java server benchmarks. IBM Syst. J. 39 (1) (2000)
Murthy V. Devarakonda
Guest Editor's Introduction - Currrent developments in object-oriented systems. IEEE Concurr. 8 (1) (2000)
Ajay Mohindra, Apratim Purakayastha, Deborra J. Zukowski, Murthy V. Devarakonda
Programming Network Components Using NetPebbles: An Early Report. COOTS (1998)
Murthy V. Devarakonda
The practical aspect of object-oriented programming. IEEE Concurr. 6 (3) (1998)
John T. Robinson, Murthy V. Devarakonda
Note on a Problem with Reed and Long's FBR Results. ACM SIGOPS Oper. Syst. Rev. 31 (1) (1997)
Deborra J. Zukowski, Apratim Purakayastha, Ajay Mohindra, Murthy V. Devarakonda
Metis: A Thin-Client Application Framework. COOTS (1997)
Rammohan Kordale, Mustaque Ahamad, Murthy V. Devarakonda
Object Caching in a CORBA Compliant System. COOTS (1996)
Murthy V. Devarakonda, Bill Kish, Ajay Mohindra
Recovery in the Calypso File System. ACM Trans. Comput. Syst. 14 (3) (1996)
Nayeem Islam, Murthy V. Devarakonda
An Essential Design Pattern for Fault-Tolerant Distributed State Sharing. Commun. ACM 39 (10) (1996)
Rammohan Kordale, Mustaque Ahamad, Murthy V. Devarakonda
Object Caching in a CORBA Compliant System. Comput. Syst. 9 (4) (1996)
Ajay Mohindra, Murthy V. Devarakonda
Dynamic Insertion of Object Services. COOTS (1995)
Murthy V. Devarakonda, Arup Mukherjee, Bill Kish
Meta-scripts as a mechanism for complex web services. HotOS (1995)
Murthy V. Devarakonda, Bill Kish, Ajay Mohindra
Server Recovery Using Naturally Replicated State: A Case Study. ICDCS (1995)
Murthy V. Devarakonda, Ajay Mohindra, Jill Simoneaux, William H. Tetzlaff
Evaluation of Design Alternatives for a Cluster File System. USENIX (1995)
Murthy V. Devarakonda, Ananda Rao Ladi, Andy Zlotek, Ajay Mohindra
Disk space guarantees as a distributed resource management problem: A case study. SPDP (1995)
Murthy V. Devarakonda
Impact of Application Scale and Diversity on File Systems. ACM SIGOPS European Workshop (1994)
Ajay Mohindra, Murthy V. Devarakonda
Distributed token management in Calypso file system. SPDP (1994)
Kumar K. Goswami, Murthy V. Devarakonda, Ravishankar K. Iyer
Prediction-Based Dynamic Load-Sharing Heuristics. IEEE Trans. Parallel Distributed Syst. 4 (6) (1993)
John T. Robinson, Murthy V. Devarakonda
Data Cache Management Using Frequency-Based Replacement. SIGMETRICS (1990)
Murthy V. Devarakonda, Ravishankar K. Iyer
Predictability of Process Resource Usage: A Measurement-Based Study on UNIX. IEEE Trans. Software Eng. 15 (12) (1989)