Noise reduction and 3D visualization of confocal microscopy images. - Yinlong Sun; Qiqi Wang 002; Haiying Xu; J. Paul Robinson; Bartek Rajwa (Computational Imaging, 2004)

Interactive volume visualization of cellular structures. - Qiqi Wang 002; Yinlong Sun; Bartek Rajwa; J. Paul Robinson (Computational Imaging, 2006)

Rapid Detection and Classification of Bacterial Contamination Using Grid Computing. - Wamiq Manzoor Ahmed; Bulent Bayraktar; Arun K. Bhunia; E. Daniel Hirleman; J. Paul Robinson; Bartek Rajwa (BIBE, 2007)

Semantic Analysis of Biological Imaging Data: Challenges and Opportunities. - Wamiq Manzoor Ahmed; Muhammad Naeem Ayyaz; Bartek Rajwa; M. Farrukh Khan; Arif Ghafoor; J. Paul Robinson (Int. J. Semantic Comput., 2007)

A numerical recipe for accurate image reconstruction from discrete orthogonal moments. - Bulent Bayraktar; Tytus Bernas; J. Paul Robinson; Bartek Rajwa (Pattern Recognit., 2007)

State of the Art in Information Extraction and Quantitative Analysis for Multimodality Biomolecular Imaging. - Wamiq Manzoor Ahmed; Silas J. Leavesley; Bartek Rajwa; Muhammad Naeem Ayyaz; Arif Ghafoor; J. Paul Robinson (Proc. IEEE, 2008)

Compression of multispectral fluorescence microscopic images based on a modified set partitioning in hierarchal trees. - Awais Mansoor; J. Paul Robinson; Bartek Rajwa (Image Processing: Algorithms and Systems, 2009)

Learning with a non-exhaustive training dataset: a case study: detection of bacteria cultures using optical-scattering technology. - Murat Dundar; E. Daniel Hirleman; Arun K. Bhunia; J. Paul Robinson; Bartek Rajwa (KDD, 2009)

Non-exhaustive Learning for Bacteria Detection. - Ferit Akova; E. Daniel Hirleman; Arun K. Bhunia; Bartek Rajwa; Murat Dundar (NBiS, 2009)

A low complexity speck-based codec for multispectral fluorescence microscopic images. - Awais Mansoor; J. Paul Robinson; Bartek Rajwa (ICASSP, 2010)

A machine-learning approach to detecting unknown bacterial serovars. - Ferit Akova; Murat Dundar; V. Jo Davisson; E. Daniel Hirleman; Arun K. Bhunia; J. Paul Robinson; Bartek Rajwa (Stat. Anal. Data Min., 2010)

Self-Adjusting Models for Semi-supervised Learning in Partially Observed Settings. - Ferit Akova; Murat Dundar; Yuan (Alan) Qi; Bartek Rajwa (ICDM, 2012)

Bayesian Nonexhaustive Learning for Online Discovery and Modeling of Emerging Classes. - Murat Dundar; Ferit Akova; Yuan (Alan) Qi; Bartek Rajwa (ICML, 2012)

Application of detector precision characteristics and histogram packing for compression of biological fluorescence micrographs. - Tytus Bernas; Roman Starosolski; J. Paul Robinson; Bartlomiej Rajwa (Comput. Methods Programs Biomed., 2012)

Classifying Immunophenotypes With Templates From Flow Cytometry. - Ariful Azad; Arif M. Khan; Bartek Rajwa; Saumyadipta Pyne; Alex Pothen (BCB, 2013)

Partially-observed models for classifying minerals on Mars. - Murat Dundar; Lin Li; Bartek Rajwa (WHISPERS, 2013)

Classification of Bacterial Contamination Using Image Processing and Distributed Computing. - Wamiq Manzoor Ahmed; Bulent Bayraktar; Arun K. Bhunia; E. Daniel Hirleman; J. Paul Robinson; Bartek Rajwa (IEEE J. Biomed. Health Informatics, 2013)

BiofilmQuant: A computer-assisted tool for dental biofilm quantification. - Awais Mansoor; Valery Patsekin; Dale Scherl; J. Paul Robinson; Bartlomiej Rajwa (EMBC, 2014)

Batch discovery of recurring rare classes toward identifying anomalous samples. - Murat Dundar; Halid Ziya Yerebakan; Bartek Rajwa (KDD, 2014)

Scalable Methods for Nonnegative Matrix Factorizations of Near-separable Tall-and-skinny Matrices. - Austin R. Benson; Jason D. Lee; Bartek Rajwa; David F. Gleich (NIPS, 2014)

The Infinite Mixture of Infinite Gaussian Mixtures. - Halid Ziya Yerebakan; Bartek Rajwa; Murat Dundar (NIPS, 2014)

A Non-parametric Bayesian Model for Joint Cell Clustering and Cluster Matching: Identification of Anomalous Sample Phenotypes with Random Effects. - Murat Dundar; Ferit Akova; Halid Ziya Yerebakan; Bartek Rajwa (BMC Bioinform., 2014)

Immunophenotypes of Acute Myeloid Leukemia From Flow Cytometry Data Using Templates. - Ariful Azad; Bartek Rajwa; Alex Pothen (CoRR, 2014)

Simplicity of Kmeans Versus Deepness of Deep Learning: A Case of Unsupervised Feature Learning with Limited Data. - Murat Dundar; Qiang Kou; Baichuan Zhang; Yicheng He; Bartek Rajwa (ICMLA, 2015)

A Statistical Modeling Approach to Computer-Aided Quantification of Dental Biofilm. - Awais Mansoor; Valery Patsekin; Dale Scherl; J. Paul Robinson; Bartlomiej Rajwa (IEEE J. Biomed. Health Informatics, 2015)

flowVS: channel-specific variance stabilization in flow cytometry. - Ariful Azad; Bartek Rajwa; Alex Pothen (BMC Bioinform., 2016)

Automated Assessment of Disease Progression in Acute Myeloid Leukemia by Probabilistic Analysis of Flow Cytometry Data. - Bartek Rajwa; Paul K. Wallace; Elizabeth A. Griffiths; Murat Dundar (IEEE Trans. Biomed. Eng., 2017)

Phenotyping Immune Cells in Tumor and Healthy Tissue Using Flow Cytometry Data. - Ye Chen; Ryan D. Calvert; Ariful Azad; Bartek Rajwa; James Fleet; Timothy Ratliff; Alex Pothen (BCB, 2018)

Bayesian Nonparametrics for Non-exhaustive Learning. - Yicheng Cheng; Bartek Rajwa; Murat Dundar (CoRR, 2019)

A novel statistical methodology for quantifying the spatial arrangements of axons in peripheral nerves. - 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 (CoRR, 2022)

Generative modeling of the enteric nervous system employing point pattern analysis and graph construction. - Abida Sanjana Shemonti; Joshua D. Eisenberg; Robert O. Heuckeroth; Marthe J. Howard; Alex Pothen; Bartek Rajwa (CoRR, 2022)

IM: An R-Package for Computation of Image Moments and Moment Invariants. - Allison Irvine; Tan Dang; Murat Dundar; Bartek Rajwa (CoRR, 2022)

Development of a Smartphone-Integrated Reflective Scatterometer for Bacterial Identification. - Iyll-Joon Doh; Brianna Dowden; Valery Patsekin; Bartek Rajwa; J. Paul Robinson; Euiwon Bae (Sensors, 2022)

Surface Environment and Energy Density Effects on the Detection and Disinfection of Microorganisms Using a Portable Instrument. - Sungho Shin; Brianna Dowden; Iyll-Joon Doh; Bartek Rajwa; Euiwon Bae; J. Paul Robinson (Sensors, 2023)

Bacterial Colony Phenotyping with Hyperspectral Elastic Light Scattering Patterns. - Iyll-Joon Doh; Diana Vanessa Sarria Zuniga; Sungho Shin; Robert E. Pruitt; Bartek Rajwa; J. Paul Robinson; Euiwon Bae (Sensors, 2023)