Murthy V. Devarakonda

According to our database, Murthy V. Devarakonda authored at least 72 papers between 1988 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Clinical trial recommendations using Semantics-Based inductive inference and knowledge graph embeddings.

Murthy V. Devarakonda, Smita Mohanty, Raja Rao Sunkishala, Nag Mallampalli, Xiong Liu

J. Biomed. Informatics, 2024

sc-OTGM: Single-Cell Perturbation Modeling by Solving Optimal Mass Transport on the Manifold of Gaussian Mixtures.

Andac Demir, Elizaveta Solovyeva, James Boylan, Mei Xiao, Fabrizio Serluca, Sebastian Hoersch, Jeremy Jenkins, Murthy V. Devarakonda, Bulent Kiziltan

CoRR, 2024

2022

Introduction to the Special Issue on Computational Methods for Biomedical NLP.

Murthy V. Devarakonda, Ellen M. Voorhees

ACM Trans. Comput. Heal., 2022

Customizing Knowledge Graph Embedding to Improve Clinical Study Recommendation.

Xiong Liu, Iya Khalil, Murthy V. Devarakonda

CoRR, 2022

2021

Biomedical Named Entity Recognition via Knowledge Guidance and Question Answering.

Pratyay Banerjee, Kuntal Kumar Pal, Murthy V. Devarakonda, Chitta Baral

ACM Trans. Comput. Heal., 2021

COVID-19: Comparative Analysis of Methods for Identifying Articles Related to Therapeutics and Vaccines without Using Labeled Data.

Mihir Parmar, Ashwin Karthik Ambalavanan, Hong Guan, Rishab Banerjee, Jitesh Pabla, Murthy V. Devarakonda

CoRR, 2021

A Scalable AI Approach for Clinical Trial Cohort Optimization.

Xiong Liu, Cheng Shi, Uday Deore, Yingbo Wang, Myah Tran, Iya Khalil, Murthy V. Devarakonda

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

Clinical Trial Information Extraction with BERT.

Xiong Liu, Greg L. Hersch, Iya Khalil, Murthy V. Devarakonda

Proceedings of the 9th IEEE International Conference on Healthcare Informatics, 2021

Robustly Pre-Trained Neural Model for Direct Temporal Relation Extraction.

Hong Guan, Jianfu Li, Hua Xu, Murthy V. Devarakonda

Proceedings of the 9th IEEE International Conference on Healthcare Informatics, 2021

2020

Using the contextual language model BERT for multi-criteria classification of scientific articles.

Ashwin Karthik Ambalavanan, Murthy V. Devarakonda

J. Biomed. Informatics, 2020

Cascade Neural Ensemble for Identifying Scientifically Sound Articles.

Ashwin Karthik Ambalavanan, Murthy V. Devarakonda

CoRR, 2020

Semi-Automated Clinical Lexicon Induction and Its Use in Cohort Selection from Clinical Notes.

Samarth Rawal, Ashok Prakash, Soumya Adhya, Sidharth Kulkarni, Saadat Anwar, Chitta Baral, Murthy V. Devarakonda

Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020

2019

Legal framework for health cloud: A systematic review.

Zahra Zandesh, Marjan Ghazi Saeedi, Murthy V. Devarakonda, Mohammad Sayad Haghighi

Int. J. Medical Informatics, 2019

Knowledge Guided Named Entity Recognition.

Pratyay Banerjee, Kuntal Kumar Pal, Murthy V. Devarakonda, Chitta Baral

CoRR, 2019

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

Ananya Poddar, Bharath Dandala, Murthy V. Devarakonda

CoRR, 2019

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

Samarth Rawal, Ashok Prakash, Soumya Adhya, Sidharth Kulkarni, Saadat Anwar, Chitta Baral, Murthy V. Devarakonda

CoRR, 2019

Leveraging Contextual Information in Extracting Long Distance Relations from Clinical Notes.

Hong Guan, Murthy V. Devarakonda

Proceedings of the AMIA 2019, 2019

2018

A convolutional route to abbreviation disambiguation in clinical text.

Venkata Joopudi, Bharath Dandala, Murthy V. Devarakonda

J. Biomed. Informatics, 2018

Annotating Electronic Medical Records for Question Answering.

Preethi Raghavan, Siddharth Patwardhan, Jennifer J. Liang, Murthy V. Devarakonda

CoRR, 2018

IBM Research System at MADE 2018: Detecting Adverse Drug Events from Electronic Health Records.

Bharath Dandala, Venkata Joopudi, Murthy V. Devarakonda

Proceedings of the 1st International Workshop on Medication and Adverse Drug Event Detection, 2018

2017

Automated problem list generation and physicians perspective from a pilot study.

Murthy V. Devarakonda, Neil Mehta, Ching-Huei Tsou, Jennifer J. Liang, Amy S. Nowacki, John Eric Jelovsek

Int. J. Medical Informatics, 2017

IBM Research System at TAC 2017: Adverse Drug Reactions Extraction from Drug Labels.

Bharath Dandala, Diwakar Mahajan, Murthy V. Devarakonda

Proceedings of the 2017 Text Analysis Conference, 2017

SemanticFind: Locating What You Want in a Patient Record, Not Just What You Ask For.

John M. Prager, Jennifer J. Liang, Murthy V. Devarakonda

Proceedings of the Summit on Clinical Research Informatics, 2017

Ground Truth Creation for Complex Clinical NLP Tasks - an Iterative Vetting Approach and Lessons Learned.

Jennifer J. Liang, Ching-Huei Tsou, Murthy V. Devarakonda

Proceedings of the Summit on Clinical Research Informatics, 2017

An NLP-based cognitive system for disease status identification in electronic health records.

Homa Alemzadeh, Murthy V. Devarakonda

Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

2016

Watson Cognitive Computing for Electronic Medical Records.

Murthy V. Devarakonda

Proceedings of the Summit on Clinical Research Informatics, 2016

Scoring Disease-Medication Associations using Advanced NLP, Machine Learning, and Multiple Content Sources.

Bharath Dandala, Murthy V. Devarakonda, Mihaela A. Bornea, Christopher Nielson

Proceedings of the Fifth Workshop on Building and Evaluating Resources for Biomedical Text Mining, 2016

Watson Cognitive Computing for Electronic Medical Records.

Murthy V. Devarakonda, Neil Mehta, Christopher Nielson, Kenney Ng, Preethi Raghavan

Proceedings of the AMIA 2016, 2016

2015

Toward Generating Domain-Specific / Personalized Problem Lists from Electronic Medical Records.

Ching-Huei Tsou, Murthy V. Devarakonda, Jennifer J. Liang

Proceedings of the 2015 AAAI Fall Symposia, Arlington, Virginia, USA, November 12-14, 2015, 2015

Automated Problem List Generation from Electronic Medical Records in IBM Watson.

Murthy V. Devarakonda, Ching-Huei Tsou

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Problem-oriented patient record summary: An early report on a Watson application.

Murthy V. Devarakonda, Dongyang Zhang, Ching-Huei Tsou, Mihaela A. Bornea

Proceedings of the 16th IEEE International Conference on e-Health Networking, 2014

2013

Labor Cost Reduction with Cloud: An End-to-End View.

Murthy V. Devarakonda, Purnendu Gupta, Chunqiang Tang

Proceedings of the 2013 IEEE Sixth International Conference on Cloud Computing, Santa Clara, CA, USA, June 28, 2013

2012

Joint synchronization and demodulation by forward filtering.

Murthy V. Devarakonda, Hans-Andrea Loeliger

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Glue factors, likelihood computation, and filtering in state space models.

Christoph Reller, Murthy V. Devarakonda, Hans-Andrea Loeliger

Proceedings of the 50th Annual Allerton Conference on Communication, 2012

2010

Application-storage discovery.

Nikolai Joukov, Birgit Pfitzmann, HariGovind V. Ramasamy, Murthy V. Devarakonda

Proceedings of of SYSTOR 2010: The 3rd Annual Haifa Experimental Systems Conference, 2010

2009

ITBVM: IT Business Value Modeler.

Nikolai Joukov, Birgit Pfitzmann, HariGovind V. Ramasamy, Norbert G. Vogl, Murthy V. Devarakonda, Tryg Ager

Proceedings of the 2009 IEEE International Conference on Services Computing (SCC 2009), 2009

2008

A Policy Evaluation Tool for Multisite Resource Management.

Mudhakar Srivatsa, Nithya Rajamani, Murthy V. Devarakonda

IEEE Trans. Parallel Distributed Syst., 2008

Galapagos: Model-driven discovery of end-to-end application - storage relationships in distributed systems.

Kostas Magoutis, Murthy V. Devarakonda, Nikolai Joukov, Norbert G. Vogl

IBM J. Res. Dev., 2008

Evolution of storage management: Transforming raw data into information.

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

IBM J. Res. Dev., 2008

Improving Information Access for a Community of Practice Using Business Process as Context.

Yu Deng, Murthy V. Devarakonda, Nithya Rajamani, Wlodek Zadrozny

Proceedings of the 24th International Conference on Data Engineering, 2008

Policy-Based Automation to Improve Solution Engineering in IT Services.

Ronnie Sarkar, Murthy V. Devarakonda, Axel Tanner

Proceedings of the 2008 IEEE International Conference on Services Computing (SCC 2008), 2008

Built-to-Order Service Engineering for Enterprise IT Discovery.

Nikolai Joukov, Murthy V. Devarakonda, Kostas Magoutis, Norbert G. Vogl

Proceedings of the 2008 IEEE International Conference on Services Computing (SCC 2008), 2008

2007

Galapagos: Automatically Discovering Application-Data Relationships in Networked Systems.

Kostas Magoutis, Murthy V. Devarakonda, Kiran Muniswamy-Reddy

Proceedings of the Integrated Network Management, 2007

Service Obligations Management in IT Outsourcing.

Liang Liu, Hui Lei, Dongjun Lan, Raymond E. Rose, Jon S. Seymour, Murthy V. Devarakonda

Proceedings of ICEBE 2007, 2007

Business-Activity Driven Search: Addressing the Information Needs of Services Professionals.

Nithya Rajamani, Murthy V. Devarakonda, Yu Deng, Wlodek Zadrozny, Jyotishman Pathak

Proceedings of the 2007 IEEE International Conference on Services Computing (SCC 2007), 2007

2005

Policy-Based Multi-Datacenter Resource Management.

Murthy V. Devarakonda, Vijay K. Naik, Nithya Rajamani

Proceedings of the 6th IEEE International Workshop on Policies for Distributed Systems and Networks (POLICY 2005), 2005

Policy-Based Information Lifecycle Management in a Large-Scale File System.

Mandis Beigi, Murthy V. Devarakonda, Rohit Jain, Marc A. Kaplan, David Pease, Jim Rubas, Upendra Sharma, Akshat Verma

Proceedings of the 6th IEEE International Workshop on Policies for Distributed Systems and Networks (POLICY 2005), 2005

An Architecture for Lifecycle Management in Very Large File Systems.

Akshat Verma, David Pease, Upendra Sharma, Marc A. Kaplan, Jim Rubas, Rohit Jain, Murthy V. Devarakonda, Mandis Beigi

Proceedings of the 22nd IEEE / 13th NASA Goddard Conference on Mass Storage Systems and Technologies (MSST 2005), 2005

2004

Developing innovative technologies for commercial grids.

Jean-Pierre Prost, Leonard Berman, Rong N. Chang, Murthy V. Devarakonda, Matt Haynos, Wen-Syan Li, Ying Li, Inderpal Narang, Jay Unger, Dinesh C. Verma

Proceedings of the Grid Computing: The New Frontier of High Performance Computing [post-proceedings of the High Performance Computing Workshop, 2004

2003

A Toolkit-Based Approach to Policy-Managed Storage.

Murthy V. Devarakonda, Alla Segal, David M. Chess

Proceedings of the 4th IEEE International Workshop on Policies for Distributed Systems and Networks (POLICY 2003), 2003

Policy-Based Autonomic Storage Allocation.

Murthy V. Devarakonda, David M. Chess, Ian Whalley, Alla Segal, Pawan Goyal, Aamer Sachedina, Keri Romanufa, Ed Lassettre, William H. Tetzlaff, Bill Arnold

Proceedings of the Self-Managing Distributed Systems, 2003

2002

A Policy-Based Storage Management Framework.

Murthy V. Devarakonda, Jack P. Gelb, Avi Saha, Jimmy P. Strickland

Proceedings of the 3rd International Workshop on Policies for Distributed Systems and Networks (POLICY 2002), 2002

2000

Guest Editor's Introduction - Currrent developments in object-oriented systems.

Murthy V. Devarakonda

IEEE Concurr., 2000

Java server benchmarks.

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

IBM Syst. J., 2000

1998

The practical aspect of object-oriented programming.

Murthy V. Devarakonda

IEEE Concurr., 1998

Programming Network Components Using NetPebbles: An Early Report.

Ajay Mohindra, Apratim Purakayastha, Deborra J. Zukowski, Murthy V. Devarakonda

Proceedings of the 4th USENIX Conference on Object-Oriented Technologies and Systems (COOTS), 1998

1997

Note on a Problem with Reed and Long's FBR Results.

John T. Robinson, Murthy V. Devarakonda

ACM SIGOPS Oper. Syst. Rev., 1997

Metis: A Thin-Client Application Framework.

Deborra J. Zukowski, Apratim Purakayastha, Ajay Mohindra, Murthy V. Devarakonda

Proceedings of the Third USENIX Conference on Object-Oriented Technologies (COOTS), 1997

1996

Recovery in the Calypso File System.

Murthy V. Devarakonda, Bill Kish, Ajay Mohindra

ACM Trans. Comput. Syst., 1996

Object Caching in a CORBA Compliant System.

Rammohan Kordale, Mustaque Ahamad, Murthy V. Devarakonda

Comput. Syst., 1996

An Essential Design Pattern for Fault-Tolerant Distributed State Sharing.

Nayeem Islam, Murthy V. Devarakonda

Commun. ACM, 1996

1995

Evaluation of Design Alternatives for a Cluster File System.

Murthy V. Devarakonda, Ajay Mohindra, Jill Simoneaux, William H. Tetzlaff

Proceedings of the USENIX 1995 Technical Conference on UNIX and Advanced Computing Systems, 1995

Disk space guarantees as a distributed resource management problem: A case study.

Murthy V. Devarakonda, Ananda Rao Ladi, Andy Zlotek, Ajay Mohindra

Proceedings of the Seventh IEEE Symposium on Parallel and Distributed Processing, 1995

Server Recovery Using Naturally Replicated State: A Case Study.

Murthy V. Devarakonda, Bill Kish, Ajay Mohindra

Proceedings of the 15th International Conference on Distributed Computing Systems, Vancouver, British Columbia, Canada, May 30, 1995

Meta-scripts as a mechanism for complex web services.

Murthy V. Devarakonda, Arup Mukherjee, Bill Kish

Proceedings of the Fifth Workshop on Hot Topics in Operating Systems, 1995

Dynamic Insertion of Object Services.

Ajay Mohindra, Murthy V. Devarakonda

Proceedings of the USENIX Conference on Object-Oriented Technologies, 1995

1994

Distributed token management in Calypso file system.

Ajay Mohindra, Murthy V. Devarakonda

Proceedings of the Sixth IEEE Symposium on Parallel and Distributed Processing, 1994

Impact of Application Scale and Diversity on File Systems.

Murthy V. Devarakonda

Proceedings of the 6th ACM SIGOPS European Workshop: Matching Operating Systems to Application Needs, 1994

1993

Prediction-Based Dynamic Load-Sharing Heuristics.

Kumar K. Goswami, Murthy V. Devarakonda, Ravishankar K. Iyer

IEEE Trans. Parallel Distributed Syst., 1993

1990

Data Cache Management Using Frequency-Based Replacement.

John T. Robinson, Murthy V. Devarakonda

Proceedings of the 1990 ACM SIGMETRICS conference on Measurement and modeling of computer systems, 1990

1989

Predictability of Process Resource Usage: A Measurement-Based Study on UNIX.

Murthy V. Devarakonda, Ravishankar K. Iyer

IEEE Trans. Software Eng., 1989

1988

File Usage Analysis and Resource Usage Prediction: A Measurement-Based Study

Murthy V. Devarakonda

PhD thesis, 1988