Jacob D. Furst

Most-cited papers

Examining case definition criteria for chronic fatigue syndrome and myalgic encephalomyelitis
L. Jason, M. Sunnquist, Abigail A. Brown, Meredyth A. Evans +3 more
2013Fatigue : biomedicine, health & behavior86 citations Open access
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Factor Analysis of the DePaul Symptom Questionnaire: Identifying Core Domains
L. Jason, M. Sunnquist, Abigail A. Brown, Jacob D. Furst +9 more
2015Journal of neurology and neurobiology59 citations Open access
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Chronic Fatigue Syndrome and Myalgic Encephalomyelitis: Toward An Empirical Case Definition
L. Jason, Bobby Kot, M. Sunnquist, Abigail A. Brown +5 more
2015Health Psychology and Behavioral Medicine50 citations Open access
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Building an ensemble system for diagnosing masses in mammograms
Yu Zhang, Noriko Tomuro, Jacob D. Furst, D. Raicu
2012International Journal of Computer Assisted Radiology and Surgery47 citations
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Mapping LIDC, RadLex™, and Lung Nodule Image Features
Pia Opulencia, D. Channin, D. Raicu, Jacob D. Furst
2011Journal of digital imaging39 citations Open access
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Probabilistic lung nodule classification with belief decision trees
D. Zinovev, Jonathan Feigenbaum, Jacob D. Furst, D. Raicu
2011Annual International Conference of the IEEE Engineering in Medicine and Biology Society35 citations
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Identifying Key Symptoms Differentiating Myalgic Encephalomyelitis and Chronic Fatigue Syndrome from Multiple Sclerosis
D. Ohanian, Abigail A. Brown, M. Sunnquist, Jacob D. Furst +3 more
2016Neurology31 citations
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Carving database storage to detect and trace security breaches
J. Wagner, A. Rasin, Boris Glavic, K. Heart +3 more
2017Digital Investigation. The International Journal of Digital Forensics and Incident Response26 citations Open access
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Visual Explanations from Deep Networks via Riemann-Stieltjes Integrated Gradient-based Localization
Mirtha Lucas, Miguel Lerma, Jacob D. Furst, D. Raicu
2022International Symposium on Visual Computing25 citations Open access
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Data mining: comparing the empiric CFS to the Canadian ME/CFS case definition.
L. Jason, Beth Skendrovic, Jacob D. Furst, Abigail A. Brown +2 more
2012Journal of Clinical Psychology23 citations Open access
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Reflections on the Institute of Medicine’s systemic exertion intolerance disease
L. Jason, M. Sunnquist, Abigail A. Brown, S. McManimen +1 more
2015Polskie Archiwum Medycyny Wewnetrznej22 citations Open access
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Case definitions integrating empiric and consensus perspectives
L. Jason, S. McManimen, M. Sunnquist, Abigail A. Brown +3 more
2016Fatigue : biomedicine, health & behavior21 citations Open access
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Toward Understanding the Size Dependence of Shape Features for Predicting Spiculation in Lung Nodules for Computer-Aided Diagnosis
Ron Niehaus, Daniela Stan Raicu, Jacob D. Furst, S. Armato
2015Journal of digital imaging20 citations Open access
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Presynaptic BK channel localization is dependent on the hierarchical organization of alpha-catulin and dystrobrevin and fine-tuned by CaV2 calcium channels
K. Oh, L. Abraham, Chandler Gegg, C. Silvestri +5 more
2015BMC Neuroscience20 citations Open access
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Identifying Defining Aspects of Chronic Fatigue Syndrome via Unsupervised Machine Learning and Feature Selection
S. Watson, Amy Ruskin, V. Simonis, L. Jason +2 more
201418 citations
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Augmenting LIDC dataset using 3D generative adversarial networks to improve lung nodule detection
C. Gao, S. Clark, Jacob D. Furst, D. Raicu
2019Medical Imaging17 citations
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Explainable Deep Learning for Biomarker Classification of OCT Images
Yiyang Wang, Mirtha Lucas, Jacob D. Furst, A. Fawzi +1 more
2020International Conferences on Biological Information and Biomedical Engineering16 citations
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Drusen diagnosis comparison between hyper-spectral and color retinal images.
Yiyang Wang, Brian T. Soetikno, Jacob D. Furst, D. Raicu +1 more
2019Biomedical Optics Express16 citations Open access
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Computational Methods for Tracking, Quantitative Assessment, and Visualization of C. elegans Locomotory Behavior
K. Moy, Weiyu Li, Huu Phuoc Tran, V. Simonis +5 more
2015PLoS ONE16 citations Open access
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Weak Segmentations and Ensemble Learning to Predict Semantic Ratings of Lung Nodules
E. Smith, Patrick Stein, Jacob D. Furst, D. Raicu
2013International Conference on Machine Learning and Applications16 citations
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A Texture-Based Probabilistic Approach for Lung Nodule Segmentation
O. Zinoveva, D. Zinovev, Stephen A. Siena, D. Raicu +2 more
2011International Conference on Image Analysis and Recognition15 citations
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Building an Ensemble of Probabilistic Classifiers for Lung Nodule Interpretation
D. Zinovev, Jacob D. Furst, D. Raicu
20112011 10th International Conference on Machine Learning and Applications and Workshops15 citations
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Big Data Integration Case Study for Radiology Data Sources
P. Deshpande, A. Rasin, Eli T. Brown, Jacob D. Furst +3 more
20182018 IEEE Life Sciences Conference (LSC)14 citations
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Evaluation Challenges for Computer-Aided Diagnostic Characterization: Shape Disagreements in the Lung Image Database Consortium Pulmonary Nodule Dataset
W. Horsthemke, D. Raicu, Jacob D. Furst, S. Armato
201114 citations
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DiiS: A Biomedical Data Access Framework for Aiding Data Driven Research Supporting FAIR Principles
P. Deshpande, A. Rasin, Jacob D. Furst, D. Raicu +1 more
2019International Conference on Data Technologies and Applications13 citations Open access
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Lung nodule detection from CT scans using 3D convolutional neural networks without candidate selection
Natalia M. Jenuwine, Sunny N. Mahesh, Jacob D. Furst, D. Raicu
2018Medical Imaging13 citations
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An Integrated Database and Smart Search Tool for Medical Knowledge Extraction from Radiology Teaching Files
P. Deshpande, A. Rasin, Eli T. Brown, Jacob D. Furst +3 more
2017MIH@KDD13 citations
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Comparing and Contrasting Consensus versus Empirical Domains
L. Jason, Bobby Kot, M. Sunnquist, Abigail A. Brown +5 more
2014Fatigue : biomedicine, health & behavior13 citations Open access
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Learning lung nodule similarity using a genetic algorithm
Kerry A. Seitz, Anne-Marie Giuca, Jacob D. Furst, D. Raicu
2012Medical Imaging13 citations
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Detecting Database File Tampering through Page Carving
J. Wagner, A. Rasin, T. Malik, K. Heart +2 more
2018International Conference on Extending Database Technology12 citations
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Expanding diagnostically labeled datasets using content-based image retrieval
Anne-Marie Giuca, Kerry A. Seitz, Jacob D. Furst, D. Raicu
20122012 19th IEEE International Conference on Image Processing11 citations
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Biomedical heterogeneous data categorization and schema mapping toward data integration
P. Deshpande, A. Rasin, Roselyne B. Tchoua, Jacob D. Furst +4 more
2023Frontiers in Big Data10 citations Open access
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Cytokine networks analysis uncovers further differences between those who develop myalgic encephalomyelitis/chronic fatigue syndrome following infectious mononucleosis
L. Jason, J. Cotler, Mohammed F. Islam, Jacob D. Furst +2 more
2021Fatigue : biomedicine, health & behavior10 citations
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Assessing diagnostic complexity: An image feature-based strategy to reduce annotation costs
Jose R. Zamacona, Ronald Niehaus, A. Rasin, Jacob D. Furst +1 more
2015Comput. Biol. Medicine10 citations
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CNN as a feature extractor in gaze recognition
A. Govindaswamy, E. Montague, D. Raicu, Jacob D. Furst
2020Artificial Intelligence and Cloud Computing Conference9 citations Open access
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Consensus Versus Disagreement in Imaging Research: a Case Study Using the LIDC Database
D. Zinovev, Yujie Duo, D. Raicu, Jacob D. Furst +1 more
2012Journal of digital imaging9 citations Open access
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Dysregulation of cytokine pathways in chronic fatigue syndrome and multiple sclerosis
M. Sorenson, Jacob D. Furst, H. Mathews, L. Jason
20178 citations
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A Run-Length Encoding Approach for Path Analysis of C. elegans Search Behavior
Li Huang, Hongkyun Kim, Jacob D. Furst, D. Raicu
2016Comput. Math. Methods Medicine8 citations Open access
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Enhancing Recall Using Data Cleaning for Biomedical Big Data
P. Deshpande, A. Rasin, Roselyne B. Tchoua, Jacob D. Furst +2 more
20202020 IEEE 33rd International Symposium on Computer-Based Medical Systems (CBMS)7 citations
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Optical Flow, Positioning, and Eye Coordination: Automating the Annotation of Physician-Patient Interactions
Daniel Gutstein, E. Montague, Jacob D. Furst, D. Raicu
2019IEEE International Conference on Bioinformatics and Biomedicine7 citations
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Detecting age-related macular degeneration (AMD) biomarker images using MFCC and texture features
Yiyang Wang, Xufan Ma, Rob Weddell, Abum Okemgbo +4 more
2020Medical Imaging6 citations
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Learning Latent Spiculated Features for Lung Nodule Characterization
Bowen Qiu, Jacob D. Furst, A. Rasin, Roselyne B. Tchoua +1 more
2020Annual International Conference of the IEEE Engineering in Medicine and Biology Society6 citations
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Ontology-Based Radiology Teaching File Summarization, Coverage, and Integration
P. Deshpande, A. Rasin, Jun-hyuk Son, Sungmin Kim +5 more
2020Journal of digital imaging6 citations Open access
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Hand-Eye Coordination: Automating the Annotation of Physician-Patient Interactions
Daniel Gutstein, E. Montague, Jacob D. Furst, D. Raicu
2019International Conferences on Biological Information and Biomedical Engineering6 citations
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Reducing annotation cost and uncertainty in computer-aided diagnosis through selective iterative classification
Amelia Riely, Kyle Sablan, Thomas Xiaotao, Jacob D. Furst +1 more
2015Medical Imaging6 citations
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C. elegans search behavior analysis using Multivariate Dynamic Time Warping
Yiyang Wang, Carleton Smith, M. Shao, Li Huang +3 more
2016IEEE International Conference on Bioinformatics and Biomedicine5 citations
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Human-in-the-loop deep learning retinal image classification with customized loss function
Suhev Shakya, Mariana Vasquez, Yiyang Wang, R. Tchoua +2 more
2022Medical Imaging4 citations
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Towards Achieving Diagnostic Consensus in Medical Image Interpretation
M. Seidel, A. Rasin, Jacob D. Furst, D. Raicu
20142014 IEEE International Conference on Data Mining Workshop4 citations
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Interactive deep learning for explainable retinal disease classification
Mariana Vasquez, Suhev Shakya, Ian Wang, Jacob D. Furst +2 more
2022Medical Imaging3 citations
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Text Summarization towards Scientific Information Extraction
A. Keller, Jacob D. Furst, D. Raicu, Peter M. Hastings +1 more
2022IEEE International Conference on e-Science3 citations Open access
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