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ORCIDMurthy V. Devarakonda
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- affiliation: IBM Research
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2020 – today
- 2024
[j19]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: 104627 (2024)- [i13]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 abs/2405.03726 (2024) - 2023
- [i12]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 abs/2309.15979 (2023) - 2022
- [j18]Murthy V. Devarakonda, Ellen M. Voorhees:
Introduction to the Special Issue on Computational Methods for Biomedical NLP. ACM Trans. Comput. Heal. 3(1): 1:1-1:2 (2022) - [i11]Xiong Liu, Iya Khalil, Murthy V. Devarakonda:
Customizing Knowledge Graph Embedding to Improve Clinical Study Recommendation. CoRR abs/2212.14102 (2022) - 2021
- [j17]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): 33:1-33:24 (2021) - [c45]Hong Guan, Jianfu Li, Hua Xu, Murthy V. Devarakonda:
Robustly Pre-Trained Neural Model for Direct Temporal Relation Extraction. ICHI 2021: 501-502 - [c44]Xiong Liu, Greg L. Hersch, Iya Khalil, Murthy V. Devarakonda:
Clinical Trial Information Extraction with BERT. ICHI 2021: 505-506 - [c43]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: 479-489 - [i10]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 abs/2101.02017 (2021) - [i9]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 abs/2109.02808 (2021) - [i8]Xiong Liu, Greg L. Hersch, Iya Khalil, Murthy V. Devarakonda:
Clinical Trial Information Extraction with BERT. CoRR abs/2110.10027 (2021) - 2020
- [j16]Ashwin Karthik Ambalavanan, Murthy V. Devarakonda:
Using the contextual language model BERT for multi-criteria classification of scientific articles. J. Biomed. Informatics 112: 103578 (2020) - [c42]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: 1-2 - [i7]Hong Guan, Jianfu Li, Hua Xu, Murthy V. Devarakonda:
Robustly Pre-trained Neural Model for Direct Temporal Relation Extraction. CoRR abs/2004.06216 (2020) - [i6]Ashwin Karthik Ambalavanan, Murthy V. Devarakonda:
Cascade Neural Ensemble for Identifying Scientifically Sound Articles. CoRR abs/2004.06222 (2020)
2010 – 2019
- 2019
- [j15]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) - [c41]Hong Guan, Murthy V. Devarakonda:
Leveraging Contextual Information in Extracting Long Distance Relations from Clinical Notes. AMIA 2019 - [i5]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 abs/1902.09674 (2019) - [i4]Ananya Poddar, Bharath Dandala, Murthy V. Devarakonda:
Training Models to Extract Treatment Plans from Clinical Notes Using Contents of Sections with Headings. CoRR abs/1906.11930 (2019) - [i3]Pratyay Banerjee, Kuntal Kumar Pal, Murthy V. Devarakonda, Chitta Baral:
Knowledge Guided Named Entity Recognition. CoRR abs/1911.03869 (2019) - 2018
- [j14]Venkata Joopudi, Bharath Dandala, Murthy V. Devarakonda:
A convolutional route to abbreviation disambiguation in clinical text. J. Biomed. Informatics 86: 71-78 (2018) - [c40]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: 39-47 - [i2]Preethi Raghavan, Siddharth Patwardhan, Jennifer J. Liang, Murthy V. Devarakonda:
Annotating Electronic Medical Records for Question Answering. CoRR abs/1805.06816 (2018) - 2017
- [j13]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: 121-129 (2017) - [c39]Homa Alemzadeh, Murthy V. Devarakonda:
An NLP-based cognitive system for disease status identification in electronic health records. BHI 2017: 89-92 - [c38]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 - [c37]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 - [i1]Bharath Dandala, Diwakar Mahajan, Murthy V. Devarakonda:
IBM Research System at TAC 2017: Adverse Drug Reactions Extraction from Drug Labels. TAC 2017 - 2016
- [c36]Murthy V. Devarakonda, Neil Mehta, Christopher Nielson, Kenney Ng, Preethi Raghavan:
Watson Cognitive Computing for Electronic Medical Records. AMIA 2016 - [c35]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: 125-133 - [c34]Murthy V. Devarakonda:
Watson Cognitive Computing for Electronic Medical Records. CRI 2016 - 2015
- [c33]Murthy V. Devarakonda, Ching-Huei Tsou:
Automated Problem List Generation from Electronic Medical Records in IBM Watson. AAAI 2015: 3942-3947 - [c32]Ching-Huei Tsou, Murthy V. Devarakonda, Jennifer J. Liang:
Toward Generating Domain-Specific / Personalized Problem Lists from Electronic Medical Records. AAAI Fall Symposia 2015: 66- - 2014
- [c31]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: 281-286 - 2013
- [c30]Murthy V. Devarakonda, Purnendu Gupta, Chunqiang Tang:
Labor Cost Reduction with Cloud: An End-to-End View. IEEE CLOUD 2013: 534-540 - 2012
- [c29]Christoph Reller, Murthy V. Devarakonda, Hans-Andrea Loeliger:
Glue factors, likelihood computation, and filtering in state space models. Allerton Conference 2012: 686-689 - [c28]Murthy V. Devarakonda, Hans-Andrea Loeliger:
Joint synchronization and demodulation by forward filtering. ISIT 2012: 2396-2400 - 2010
- [c27]Nikolai Joukov, Birgit Pfitzmann, HariGovind V. Ramasamy, Murthy V. Devarakonda:
Application-storage discovery. SYSTOR 2010
2000 – 2009
- 2009
- [c26]Nikolai Joukov, Birgit Pfitzmann, HariGovind V. Ramasamy, Norbert G. Vogl, Murthy V. Devarakonda, Tryg Ager:
ITBVM: IT Business Value Modeler. IEEE SCC 2009: 128-135 - 2008
- [j12]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): 341-352 (2008) - [j11]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): 367-378 (2008) - [j10]Mudhakar Srivatsa, Nithya Rajamani, Murthy V. Devarakonda:
A Policy Evaluation Tool for Multisite Resource Management. IEEE Trans. Parallel Distributed Syst. 19(10): 1352-1366 (2008) - [c25]Ronnie Sarkar, Murthy V. Devarakonda, Axel Tanner:
Policy-Based Automation to Improve Solution Engineering in IT Services. IEEE SCC (2) 2008: 52-59 - [c24]Nikolai Joukov, Murthy V. Devarakonda, Kostas Magoutis, Norbert G. Vogl:
Built-to-Order Service Engineering for Enterprise IT Discovery. IEEE SCC (2) 2008: 91-98 - [c23]Yu Deng, Murthy V. Devarakonda, Nithya Rajamani, Wlodek Zadrozny:
Improving Information Access for a Community of Practice Using Business Process as Context. ICDE 2008: 1537-1539 - 2007
- [c22]Ronnie Sarkar, Murthy V. Devarakonda, Axel Tanner:
Policy-Based Automation to Improve Solution Engineering in IT Services. IEEE SCC 2007: 605-612 - [c21]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: 644-651 - [c20]Liang Liu, Hui Lei, Dongjun Lan, Raymond E. Rose, Jon S. Seymour, Murthy V. Devarakonda:
Service Obligations Management in IT Outsourcing. ICEBE 2007: 421-426 - [c19]Kostas Magoutis, Murthy V. Devarakonda, Kiran Muniswamy-Reddy:
Galapagos: Automatically Discovering Application-Data Relationships in Networked Systems. Integrated Network Management 2007: 701-704 - 2005
- [c18]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: 160-168 - [c17]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: 139-148 - [c16]Murthy V. Devarakonda, Vijay K. Naik, Nithya Rajamani:
Policy-Based Multi-Datacenter Resource Management. POLICY 2005: 247-250 - 2004
- [c15]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:
Developing innovative technologies for commercial grids. High Performance Computing Workshop 2004: 377-401 - 2003
- [c14]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: 143-154 - [c13]Murthy V. Devarakonda, Alla Segal, David M. Chess:
A Toolkit-Based Approach to Policy-Managed Storage. POLICY 2003: 89-92 - 2002
- [c12]Murthy V. Devarakonda, Jack P. Gelb, Avi Saha, Jimmy P. Strickland:
A Policy-Based Storage Management Framework. POLICY 2002: 232-235 - 2001
- [e2]Murthy V. Devarakonda, Anupam Joshi, Marisa S. Viveros:
Proceedings of the 1st International Workshop on Mobile Commerce, Rome, Italy, July, 21, 2001. ACM 2001, ISBN 1-58113-376-6 [contents] - 2000
- [j9]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): 57-81 (2000) - [j8]Murthy V. Devarakonda:
Guest Editor's Introduction - Currrent developments in object-oriented systems. IEEE Concurr. 8(1): 14-15 (2000)
1990 – 1999
- 1999
- [e1]Murthy V. Devarakonda:
Proceedings of the 5th USENIX Conference on Object-Oriented Technologies & Systems, May 3-7, 1999, The Town & Country Resort Hotel, San Diego, California, USA. USENIX 1999 [contents] - 1998
- [j7]Murthy V. Devarakonda:
The practical aspect of object-oriented programming. IEEE Concurr. 6(3): 30-33 (1998) - [c11]Ajay Mohindra, Apratim Purakayastha, Deborra J. Zukowski, Murthy V. Devarakonda:
Programming Network Components Using NetPebbles: An Early Report. COOTS 1998: 195-210 - 1997
- [j6]John T. Robinson, Murthy V. Devarakonda:
Note on a Problem with Reed and Long's FBR Results. ACM SIGOPS Oper. Syst. Rev. 31(1): 3-4 (1997) - [c10]Deborra J. Zukowski, Apratim Purakayastha, Ajay Mohindra, Murthy V. Devarakonda:
Metis: A Thin-Client Application Framework. COOTS 1997: 103-114 - 1996
- [j5]Nayeem Islam, Murthy V. Devarakonda:
An Essential Design Pattern for Fault-Tolerant Distributed State Sharing. Commun. ACM 39(10): 65-74 (1996) - [j4]Rammohan Kordale, Mustaque Ahamad, Murthy V. Devarakonda:
Object Caching in a CORBA Compliant System. Comput. Syst. 9(4): 377-404 (1996) - [j3]Murthy V. Devarakonda, Bill Kish, Ajay Mohindra:
Recovery in the Calypso File System. ACM Trans. Comput. Syst. 14(3): 287-310 (1996) - [c9]Rammohan Kordale, Mustaque Ahamad, Murthy V. Devarakonda:
Object Caching in a CORBA Compliant System. COOTS 1996 - 1995
- [c8]Ajay Mohindra, Murthy V. Devarakonda:
Dynamic Insertion of Object Services. COOTS 1995 - [c7]Murthy V. Devarakonda, Arup Mukherjee, Bill Kish:
Meta-scripts as a mechanism for complex web services. HotOS 1995: 46-50 - [c6]Murthy V. Devarakonda, Bill Kish, Ajay Mohindra:
Server Recovery Using Naturally Replicated State: A Case Study. ICDCS 1995: 213-220 - [c5]Murthy V. Devarakonda, Ananda Rao Ladi, Andy Zlotek, Ajay Mohindra:
Disk space guarantees as a distributed resource management problem: A case study. SPDP 1995: 289-292 - [c4]Murthy V. Devarakonda, Ajay Mohindra, Jill Simoneaux, William H. Tetzlaff:
Evaluation of Design Alternatives for a Cluster File System. USENIX 1995: 35-46 - 1994
- [c3]Murthy V. Devarakonda:
Impact of Application Scale and Diversity on File Systems. ACM SIGOPS European Workshop 1994: 123-127 - [c2]Ajay Mohindra, Murthy V. Devarakonda:
Distributed token management in Calypso file system. SPDP 1994: 290-297 - 1993
- [j2]Kumar K. Goswami, Murthy V. Devarakonda, Ravishankar K. Iyer:
Prediction-Based Dynamic Load-Sharing Heuristics. IEEE Trans. Parallel Distributed Syst. 4(6): 638-648 (1993) - 1990
- [c1]John T. Robinson, Murthy V. Devarakonda:
Data Cache Management Using Frequency-Based Replacement. SIGMETRICS 1990: 134-142
1980 – 1989
- 1989
- [j1]Murthy V. Devarakonda, Ravishankar K. Iyer:
Predictability of Process Resource Usage: A Measurement-Based Study on UNIX. IEEE Trans. Software Eng. 15(12): 1579-1586 (1989) - 1988
- [b1]Murthy V. Devarakonda:
File Usage Analysis and Resource Usage Prediction: A Measurement-Based Study. University of Illinois Urbana-Champaign, USA, 1988
Coauthor Index
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