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Ashok K. Krishnamurthy 0001
Person information
- affiliation: University of North Carolina at Chapel Hill, Department of Computer Science, Renaissance Computing Institute, USA
Other persons with the same name
- Ashok K. Krishnamurthy — disambiguation page
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2020 – today
- 2024
- [c17]Zishun Feng, Joseph A. Sivak, Ashok K. Krishnamurthy:
Multimodal Fusion of Echocardiography and Electronic Health Records for the Detection of Cardiac Amyloidosis. AIME (2) 2024: 227-237 - 2023
- [j18]Priya Sharma, Perry Haaland, Ashok K. Krishnamurthy, Bo Lan, Patrick L. Schmitt, Meghamala Sinha, Hao Xu, Karamarie Fecho
:
Evaluating robustness of a generalized linear model when applied to electronic health record data accessed using an Open API. Health Informatics J. 29(2): 146045822311708 (2023) - [j17]Keith Marsolo, Daniel Kiernan, Sengwee Toh, Jasmin Phua, Darcy Louzao, Kevin Haynes, Mark G. Weiner
, Francisco Angulo, Charles Bailey, Jiang Bian
, Daniel Fort, Shaun J. Grannis
, Ashok Kumar Krishnamurthy, Vinit Nair, Pedro Rivera, Jonathan C. Silverstein, Maryan Zirkle, Thomas Carton:
Assessing the impact of privacy-preserving record linkage on record overlap and patient demographic and clinical characteristics in PCORnet®, the National Patient-Centered Clinical Research Network. J. Am. Medical Informatics Assoc. 30(3): 447-455 (2023) - [j16]Stan Ahalt, Paul Avillach
, Rebecca R. Boyles
, Kira Bradford, Steven Cox, Brandi Davis-Dusenbery, Robert L. Grossman
, Ashok K. Krishnamurthy, Alisa Manning, Benedict Paten
, Anthony Philippakis, Ingrid Borecki, Shu Hui Chen, Jon Kaltman, Sweta Ladwa, Chip Schwartz, Alastair Thomson
, Sarah Davis, Alison Leaf, Jessica Lyons, Elizabeth Sheets, Joshua C. Bis, Matthew P. Conomos
, Alessandro Culotti, Thomas N. Desain, Jack DiGiovanna, Milan Domazet, Stephanie M. Gogarten
, Alba Gutiérrez-Sacristán
, Tim Harris, Benjamin D. Heavner
, Deepti Jain, Brian O'Connor
, Kevin Osborn, Danielle Pillion, Jacob Pleiness, Ken Rice, Garrett Rupp, Arnaud Serret-Larmande, Albert Smith, Jason P. Stedman, Adrienne Stilp
, Teresa Barsanti, John B. Cheadle
, Christopher Erdmann
, Brandy Farlow, Allie Gartland-Gray
, Julie Hayes, Hannah Hiles, Paul Kerr, Chris Lenhardt, Tom Madden, Joanna O. Mieczkowska
, Amanda Miller, Patrick Patton, Marcie Rathbun, Stephanie Suber, Joe Asare:
Building a collaborative cloud platform to accelerate heart, lung, blood, and sleep research. J. Am. Medical Informatics Assoc. 30(7): 1293-1300 (2023) - 2022
- [j15]Alexander M. Waldrop
, John B. Cheadle
, Kira Bradford
, Alexander Preiss
, Robert F. Chew
, Jonathan R. Holt
, Yaphet Kebede, Nathan Braswell, Matthew Watson, Virginia Hench
, Andrew Crerar, Chris M. Ball, Carl Schreep, P. J. Linebaugh, Hannah Hiles, Rebecca R. Boyles
, Chris Bizon
, Ashok Kumar Krishnamurthy, Steven Cox:
Dug: a semantic search engine leveraging peer-reviewed knowledge to query biomedical data repositories. Bioinform. 38(12): 3252-3258 (2022) - [j14]Karamarie Fecho, Stanley C. Ahalt, Michael Knowles, Ashok K. Krishnamurthy, Margaret Leigh, Kenneth Morton, Emily R. Pfaff, Max Wang, Hong Yi
:
Leveraging Open Electronic Health Record Data and Environmental Exposures Data to Derive Insights Into Rare Pulmonary Disease. Frontiers Artif. Intell. 5 (2022) - [j13]Yue Guo
, Oleh Krupa, Jason L. Stein
, Guorong Wu, Ashok Kumar Krishnamurthy:
SAU-Net: A Unified Network for Cell Counting in 2D and 3D Microscopy Images. IEEE ACM Trans. Comput. Biol. Bioinform. 19(4): 1920-1932 (2022) - [j12]Teeranan Pokaprakarn
, Rebecca Kitzmiller
, J. Randall Moorman, Douglas E. Lake, Ashok Kumar Krishnamurthy, Michael R. Kosorok
:
Sequence to Sequence ECG Cardiac Rhythm Classification Using Convolutional Recurrent Neural Networks. IEEE J. Biomed. Health Informatics 26(2): 572-580 (2022) - [c16]Yue Guo, David Borland
, Carolyn M. McCormick, Jason L. Stein, Guorong Wu, Ashok Kumar Krishnamurthy:
Cell Counting with Inverse Distance Kernel and Self-supervised Learning. MOVI@MICCAI 2022: 1-10 - [c15]Zishun Feng, Joseph A. Sivak, Ashok K. Krishnamurthy:
Improving Echocardiography Segmentation by Polar Transformation. STACOM@MICCAI 2022: 133-142 - 2021
- [c14]Hong Yi
, Chris Bizon, David Borland
, Matthew Watson, Matthew Satusky
, Robert Rittmuller, Randa Radwan, Raghavan Srinivasan, Ashok K. Krishnamurthy:
AI Tool with Active Learning for Detection of Rural Roadside Safety Features. IEEE BigData 2021: 5317-5326 - [c13]Zishun Feng, Joseph A. Sivak, Ashok K. Krishnamurthy:
Two-Stream Attention Spatio-Temporal Network For Classification Of Echocardiography Videos. ISBI 2021: 1461-1465 - 2020
- [c12]Robert L. Bradford, Sofia Dard, Emily R. Pfaff, Ashok K. Krishnamurthy:
Utilizing Encrypted Hashes to Link Patient Cohorts via Streamlined SAS Programs. AMIA 2020 - [c11]Zishun Feng, Ming Tu, Rui Xia, Yuxuan Wang, Ashok K. Krishnamurthy:
Self-Supervised Audio-Visual Representation Learning for in-the-wild Videos. IEEE BigData 2020: 5671-5672
2010 – 2019
- 2019
- [j11]Karamarie Fecho, Emily R. Pfaff
, Hao Xu, James Champion, Steve Cox, Lisa Stillwell, David B. Peden
, Chris Bizon, Ashok Kumar Krishnamurthy, Alexander Tropsha, Stanley C. Ahalt:
A novel approach for exposing and sharing clinical data: the Translator Integrated Clinical and Environmental Exposures Service. J. Am. Medical Informatics Assoc. 26(10): 1064-1073 (2019) - [c10]Yue Guo, Jason L. Stein, Guorong Wu, Ashok K. Krishnamurthy:
SAU-Net: A Universal Deep Network for Cell Counting. BCB 2019: 299-306 - [c9]Yue Guo, Qian Wang, Oleh Krupa, Jason L. Stein, Guorong Wu, Kira Bradford
, Ashok K. Krishnamurthy:
Cross Modality Microscopy Segmentation via Adversarial Adaptation. IWBBIO (2) 2019: 469-478 - 2017
- [j10]Jay Aikat, Thomas M. Carsey, Karamarie Fecho, Kevin Jeffay, Ashok Kumar Krishnamurthy, Peter J. Mucha, Arcot Rajasekar, Stanley C. Ahalt:
Scientific Training in the Era of Big Data: A New Pedagogy for Graduate Education. Big Data 5(1): 12-18 (2017) - [c8]Ashok Kumar Krishnamurthy, Kira Bradford
, Chris Calloway
, Claris Castillo, Mike Conway, Jason Coposky, Yue Guo, Ray Idaszak, W. Christopher Lenhardt
, Kimberly Robasky
, Terrell G. Russell, Erik Scott, Marcin Sliwowski, Michael J. Stealey, Kelsey Urgo
, Hao Xu, Hong Yi
, Stan Ahalt:
xDCI, a data science cyberinfrastructure for interdisciplinary research. HPEC 2017: 1-7 - [c7]Qian Wang, Shaoyu Wang
, Xiaofeng Zhu
, Tianyi Liu
, Zachary Humphrey, Vladimir Ghukasyan, Mike Conway, Erik Scott, Giulia Fragola, Kira Bradford, Mark J. Zylka, Ashok K. Krishnamurthy, Jason L. Stein
, Guorong Wu:
Accurate and High Throughput Cell Segmentation Method for Mouse Brain Nuclei Using Cascaded Convolutional Neural Network. Patch-MI@MICCAI 2017: 55-62 - 2016
- [c6]W. Christopher Lenhardt
, Mike Conway, Erik Scott, Brian Blanton
, Ashok Kumar Krishnamurthy, Mirsad Hadzikadic, Mladen A. Vouk, Alyson G. Wilson
:
Cross-institutional research cyberinfrastructure for data intensive science. HPEC 2016: 1-6 - [c5]Yue Guo, Johan Wrammert, Kavita Singh, Ashish K. C.
, Kira Bradford, Ashok Kumar Krishnamurthy:
Automatic analysis of neonatal video data to evaluate resuscitation performance. ICCABS 2016: 1-6 - 2014
- [j9]Hye-Chung Kum, Ashok Kumar Krishnamurthy, Ashwin Machanavajjhala, Stanley C. Ahalt:
Social Genome: Putting Big Data to Work for Population Informatics. Computer 47(1): 56-63 (2014) - [j8]Harrison B. Smith, Amy Pielow, Adithya Jayakumar, Matteo Muratori
, Benjamin J. Yurkovich, Ramteen Sioshansi, Ashok Kumar Krishnamurthy, Giorgio Rizzoni, Matthew C. Roberts:
User-Steered Energy Generation and Consumption Multimodel Simulation for Pricing and Policy Development. Comput. Sci. Eng. 16(2): 22-33 (2014) - [j7]Hye-Chung Kum, Ashok K. Krishnamurthy, Ashwin Machanavajjhala, Michael K. Reiter, Stanley C. Ahalt:
Privacy preserving interactive record linkage (PPIRL). J. Am. Medical Informatics Assoc. 21(2): 212-220 (2014) - 2013
- [c4]Hye-Chung Kum, Ashok Kumar Krishnamurthy, Darshana Pathak, Michael K. Reiter, Stanley C. Ahalt:
Secure Decoupled Linkage (SDLink) system for building a social genome. IEEE BigData 2013: 7-11
2000 – 2009
- 2004
- [j6]Junshui Ma, Ashok K. Krishnamurthy, Stanley C. Ahalt:
SVM training with duplicated samples and its application in SVM-based ensemble methods. Neurocomputing 61: 455-459 (2004)
1990 – 1999
- 1999
- [j5]Michael J. Collins, Ashok K. Krishnamurthy, Stanley C. Ahalt:
Generating gestural scores from articulatory data using temporal decomposition. IEEE Trans. Speech Audio Process. 7(2): 230-233 (1999) - 1996
- [j4]Tzyy-Ping Jung
, Ashok K. Krishnamurthy, Stanley C. Ahalt, Mary E. Beckman, Sook-Hyang Lee:
Deriving gestural score from articulator-movement records using weighted temporal decomposition. IEEE Trans. Speech Audio Process. 4(1): 2 (1996) - 1994
- [j3]Mark D. Hanes, Stanley C. Ahalt, Ashok K. Krishnamurthy:
Acoustic-to-phonetic mapping using recurrent neural networks. IEEE Trans. Neural Networks 5(4): 659-662 (1994) - 1991
- [c3]V. Vinod Kumar, Stanley C. Ahalt, Ashok K. Krishnamurthy:
Phonetic to acoustic mapping using recurrent neural networks. ICASSP 1991: 753-756 - 1990
- [j2]Ashok K. Krishnamurthy, Stanley C. Ahalt, Douglas E. Melton, Prakoon Chen:
Neural Networks for Vector Quantization of Speech and Images. IEEE J. Sel. Areas Commun. 8(8): 1449-1457 (1990) - [j1]Stanley C. Ahalt, Ashok K. Krishnamurthy, Prakoon Chen, Douglas E. Melton:
Competitive learning algorithms for vector quantization. Neural Networks 3(3): 277-290 (1990) - [c2]Tzyy-Ping Jung, Ashok K. Krishnamurthy, Stanley C. Ahalt:
The effects of distortion measures and feature sets on neural network classifiers. IJCNN 1990: 251-256
1980 – 1989
- 1988
- [c1]Stanley C. Ahalt, Frederick D. Garber, Ismail Jouny, Ashok K. Krishnamurthy:
Performance of Synthetic Neural Network Classification of Noisy Radar Signals. NIPS 1988: 281-288
Coauthor Index
aka: Stan Ahalt
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