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ORCIDAshok 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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Journal Articles
- 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) - 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) - 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) - 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) - 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) - 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) - 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)
Conference and Workshop Papers
- 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 - 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 - 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
- [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 - 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 - 1991
- [c3]V. Vinod Kumar, Stanley C. Ahalt, Ashok K. Krishnamurthy:
Phonetic to acoustic mapping using recurrent neural networks. ICASSP 1991: 753-756 - 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 - 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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