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2020 – today
- 2023
[j13]Sungho Shin, Brianna Dowden
, Iyll-Joon Doh, Bartek Rajwa, Euiwon Bae, J. Paul Robinson:
Surface Environment and Energy Density Effects on the Detection and Disinfection of Microorganisms Using a Portable Instrument. Sensors 23(4): 2135 (2023)- [j12]Iyll-Joon Doh, Diana Vanessa Sarria Zuniga, Sungho Shin, Robert E. Pruitt, Bartek Rajwa, J. Paul Robinson, Euiwon Bae:
Bacterial Colony Phenotyping with Hyperspectral Elastic Light Scattering Patterns. Sensors 23(7): 3485 (2023) - 2022
- [j11]Iyll-Joon Doh, Brianna Dowden, Valery Patsekin, Bartek Rajwa, J. Paul Robinson, Euiwon Bae:
Development of a Smartphone-Integrated Reflective Scatterometer for Bacterial Identification. Sensors 22(7): 2646 (2022) - [i9]Abida Sanjana Shemonti, Emanuele Plebani, Natalia P. Biscola, Deborah M. Jaffey, Leif A. Havton, Janet R. Keast, Alex Pothen, Murat Dundar, Terry L. Powley, Bartek Rajwa:
A novel statistical methodology for quantifying the spatial arrangements of axons in peripheral nerves. CoRR abs/2210.09554 (2022) - [i8]Abida Sanjana Shemonti, Joshua D. Eisenberg, Robert O. Heuckeroth, Marthe J. Howard, Alex Pothen, Bartek Rajwa:
Generative modeling of the enteric nervous system employing point pattern analysis and graph construction. CoRR abs/2210.15044 (2022) - [i7]Allison Irvine, Tan Dang, Murat Dundar, Bartek Rajwa:
IM: An R-Package for Computation of Image Moments and Moment Invariants. CoRR abs/2210.16485 (2022)
2010 – 2019
- 2019
- [i6]Yicheng Cheng, Bartek Rajwa, Murat Dundar:
Bayesian Nonparametrics for Non-exhaustive Learning. CoRR abs/1908.09736 (2019) - 2018
- [c17]Ye Chen, Ryan D. Calvert, Ariful Azad, Bartek Rajwa, James Fleet, Timothy Ratliff, Alex Pothen:
Phenotyping Immune Cells in Tumor and Healthy Tissue Using Flow Cytometry Data. BCB 2018: 73-78 - 2017
- [j10]Bartek Rajwa, Paul K. Wallace, Elizabeth A. Griffiths, Murat Dundar:
Automated Assessment of Disease Progression in Acute Myeloid Leukemia by Probabilistic Analysis of Flow Cytometry Data. IEEE Trans. Biomed. Eng. 64(5): 1089-1098 (2017) - 2016
- [j9]Ariful Azad, Bartek Rajwa, Alex Pothen:
flowVS: channel-specific variance stabilization in flow cytometry. BMC Bioinform. 17: 291 (2016) - 2015
- [j8]Awais Mansoor, Valery Patsekin, Dale Scherl, J. Paul Robinson, Bartlomiej Rajwa:
A Statistical Modeling Approach to Computer-Aided Quantification of Dental Biofilm. IEEE J. Biomed. Health Informatics 19(1): 358-366 (2015) - [c16]Murat Dundar, Qiang Kou, Baichuan Zhang, Yicheng He, Bartek Rajwa:
Simplicity of Kmeans Versus Deepness of Deep Learning: A Case of Unsupervised Feature Learning with Limited Data. ICMLA 2015: 883-888 - 2014
- [j7]Murat Dundar, Ferit Akova, Halid Ziya Yerebakan, Bartek Rajwa:
A Non-parametric Bayesian Model for Joint Cell Clustering and Cluster Matching: Identification of Anomalous Sample Phenotypes with Random Effects. BMC Bioinform. 15: 314 (2014) - [c15]Awais Mansoor, Valery Patsekin, Dale Scherl, J. Paul Robinson, Bartlomiej Rajwa:
BiofilmQuant: A computer-assisted tool for dental biofilm quantification. EMBC 2014: 4244-4247 - [c14]Murat Dundar, Halid Ziya Yerebakan, Bartek Rajwa:
Batch discovery of recurring rare classes toward identifying anomalous samples. KDD 2014: 223-232 - [c13]Halid Ziya Yerebakan, Bartek Rajwa, Murat Dundar:
The Infinite Mixture of Infinite Gaussian Mixtures. NIPS 2014: 28-36 - [c12]Austin R. Benson, Jason D. Lee, Bartek Rajwa, David F. Gleich:
Scalable Methods for Nonnegative Matrix Factorizations of Near-separable Tall-and-skinny Matrices. NIPS 2014: 945-953 - [i5]Austin R. Benson, Jason D. Lee, Bartek Rajwa, David F. Gleich:
Scalable methods for nonnegative matrix factorizations of near-separable tall-and-skinny matrices. CoRR abs/1402.6964 (2014) - [i4]Ariful Azad, Bartek Rajwa, Alex Pothen:
Immunophenotypes of Acute Myeloid Leukemia From Flow Cytometry Data Using Templates. CoRR abs/1403.6358 (2014) - [i3]Awais Mansoor, Valery Patsekin, Dale Scherl, J. Paul Robinson, Bartlomiej Rajwa:
BiofilmQuant: A Computer-Assisted Tool for Dental Biofilm Quantification. CoRR abs/1407.0765 (2014) - [i2]Awais Mansoor, Valery Patsekin, Dale Scherl, J. Paul Robinson, Bartlomiej Rajwa:
A Statistical Modeling Approach to Computer-Aided Quantification of Dental Biofilm. CoRR abs/1407.2630 (2014) - 2013
- [j6]Wamiq Manzoor Ahmed, Bulent Bayraktar, Arun K. Bhunia, E. Daniel Hirleman, J. Paul Robinson, Bartek Rajwa:
Classification of Bacterial Contamination Using Image Processing and Distributed Computing. IEEE J. Biomed. Health Informatics 17(1): 232-239 (2013) - [c11]Ariful Azad, Arif M. Khan, Bartek Rajwa, Saumyadipta Pyne, Alex Pothen:
Classifying Immunophenotypes With Templates From Flow Cytometry. BCB 2013: 256 - [c10]Murat Dundar, Lin Li, Bartek Rajwa:
Partially-observed models for classifying minerals on Mars. WHISPERS 2013: 1-4 - 2012
- [j5]Tytus Bernas, Roman Starosolski, J. Paul Robinson, Bartlomiej Rajwa:
Application of detector precision characteristics and histogram packing for compression of biological fluorescence micrographs. Comput. Methods Programs Biomed. 108(2): 511-523 (2012) - [c9]Ferit Akova, Murat Dundar, Yuan (Alan) Qi, Bartek Rajwa:
Self-Adjusting Models for Semi-supervised Learning in Partially Observed Settings. ICDM 2012: 21-30 - [c8]Murat Dundar, Ferit Akova, Yuan (Alan) Qi, Bartek Rajwa:
Bayesian Nonexhaustive Learning for Online Discovery and Modeling of Emerging Classes. ICML 2012 - [i1]Murat Dundar, Ferit Akova, Yuan (Alan) Qi, Bartek Rajwa:
Bayesian Nonexhaustive Learning for Online Discovery and Modeling of Emerging Classes. CoRR abs/1206.4600 (2012) - 2010
- [j4]Ferit Akova, Murat Dundar, V. Jo Davisson, E. Daniel Hirleman, Arun K. Bhunia, J. Paul Robinson, Bartek Rajwa:
A machine-learning approach to detecting unknown bacterial serovars. Stat. Anal. Data Min. 3(5): 289-301 (2010) - [c7]Awais Mansoor, J. Paul Robinson, Bartek Rajwa:
A low complexity speck-based codec for multispectral fluorescence microscopic images. ICASSP 2010: 694-697
2000 – 2009
- 2009
- [c6]Awais Mansoor, J. Paul Robinson, Bartek Rajwa:
Compression of multispectral fluorescence microscopic images based on a modified set partitioning in hierarchal trees. Image Processing: Algorithms and Systems 2009: 72450 - [c5]Murat Dundar, E. Daniel Hirleman, Arun K. Bhunia, J. Paul Robinson, Bartek Rajwa:
Learning with a non-exhaustive training dataset: a case study: detection of bacteria cultures using optical-scattering technology. KDD 2009: 279-288 - [c4]Ferit Akova, E. Daniel Hirleman, Arun K. Bhunia, Bartek Rajwa, Murat Dundar:
Non-exhaustive Learning for Bacteria Detection. NBiS 2009: 206-211 - 2008
- [j3]Wamiq Manzoor Ahmed, Silas J. Leavesley, Bartek Rajwa, Muhammad Naeem Ayyaz, Arif Ghafoor, J. Paul Robinson:
State of the Art in Information Extraction and Quantitative Analysis for Multimodality Biomolecular Imaging. Proc. IEEE 96(3): 512-531 (2008) - 2007
- [j2]Wamiq Manzoor Ahmed, Muhammad Naeem Ayyaz, Bartek Rajwa, M. Farrukh Khan, Arif Ghafoor, J. Paul Robinson:
Semantic Analysis of Biological Imaging Data: Challenges and Opportunities. Int. J. Semantic Comput. 1(1): 67-85 (2007) - [j1]Bulent Bayraktar, Tytus Bernas, J. Paul Robinson, Bartek Rajwa:
A numerical recipe for accurate image reconstruction from discrete orthogonal moments. Pattern Recognit. 40(2): 659-669 (2007) - [c3]Wamiq Manzoor Ahmed, Bulent Bayraktar, Arun K. Bhunia, E. Daniel Hirleman, J. Paul Robinson, Bartek Rajwa:
Rapid Detection and Classification of Bacterial Contamination Using Grid Computing. BIBE 2007: 286-293 - 2006
- [c2]Qiqi Wang, Yinlong Sun, Bartek Rajwa, J. Paul Robinson:
Interactive volume visualization of cellular structures. Computational Imaging 2006: 60651D - 2004
- [c1]Yinlong Sun, Qiqi Wang, Haiying Xu, J. Paul Robinson, Bartek Rajwa:
Noise reduction and 3D visualization of confocal microscopy images. Computational Imaging 2004: 63-72
Coauthor Index
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