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D. Raicu · SciRah

Researcher profile · Semantic Scholar

D. Raicu

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D. Raicu — researcher profile on SciRah

h-index: 23
Works: 194
Citations: 3,207

Most-cited papers

Using Machine Learning Algorithms to Detect Suicide Risk Factors on Twitter
S. Fodeh, Tai-Hua Li, Kevin Menczynski, Tedd Burgette +5 more
20192019 International Conference on Data Mining Workshops (ICDMW)37 citations
Semantic Scholar
Automatic extraction of informal topics from online suicidal ideation
Reilly Grant, David Kucher, A. Leon, Jonathan Gemmell +2 more
2018BMC Bioinformatics35 citations Open access
Semantic Scholar
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
Semantic Scholar
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
Semantic Scholar
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
Semantic Scholar
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
Semantic Scholar
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
Semantic Scholar
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
Semantic Scholar
Data Science Summer Academy for Chicago Public School Students
B. Mobasher, L. Dettori, D. Raicu, R. Settimi +2 more
2019SKDD15 citations
Semantic Scholar
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
Semantic Scholar
Detecting and Characterizing Trends in Online Mental Health Discussions
Dante Chakravorti, Kathleen Law, Jonathan Gemmell, D. Raicu
20182018 IEEE International Conference on Data Mining Workshops (ICDMW)14 citations
Semantic Scholar
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
Semantic Scholar
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
Semantic Scholar
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
Semantic Scholar
Characterizing the Role of a High Volume Cancer Resection Ecosystem on Low Volume, High Quality Surgical Care
A. Kothari, B. A. Blanco, S. Brownlee, A. Evans +5 more
2016Surgery12 citations Open access
Semantic Scholar
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
Semantic Scholar
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
Semantic Scholar
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
Semantic Scholar
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
Semantic Scholar
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
Semantic Scholar
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
Semantic Scholar
Augmenting Medical Decision Making With Text-Based Search of Teaching File Repositories and Medical Ontologies: Text-Based Search of Radiology Teaching Files
P. Deshpande, A. Rasin, Eli T. Brown, Jacob Furst +3 more
2018International Journal of Knowledge Discovery in Bioinformatics7 citations
Semantic Scholar
Discovery of Informal Topics from Post Traumatic Stress Disorder Forums
Reilly Grant, David Kucher, A. Leon, Jonathan Gemmell +1 more
20172017 IEEE International Conference on Data Mining Workshops (ICDMW)7 citations
Semantic Scholar
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
Semantic Scholar
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
Semantic Scholar
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
Semantic Scholar
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
Semantic Scholar
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
Semantic Scholar
Predicting Myalgic Encephalomyelitis/Chronic Fatigue Syndrome from Early Symptoms of COVID-19 Infection
Chelsea Hua, Jennifer Schwabe, Leonard A. Jason, Jacob Furst +1 more
2023Psych5 citations Open access
Semantic Scholar
Proceedings of the Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access
Glorianna Jagfeld, Fiona Lobban, Paul Rayson, S. Jones +496 more
20215 citations Open access
Semantic Scholar
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
Semantic Scholar
Enhancing lung nodule classification with variational autoencoder-based image augmentation
Charmi Patel, Yiyang Wang, R. Tchoua, Alexandru Orhean +2 more
2025Medical Imaging 2025: Computer-Aided Diagnosis4 citations
Semantic Scholar
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
Semantic Scholar
Augmenting Medical Decision Making With Text-Based Search of Teaching File Repositories and Medical Ontologies
P. Deshpande, A. Rasin, Eli T. Brown, Jacob Furst +3 more
2018International Journal of Knowledge Discovery in Bioinformatics4 citations
Semantic Scholar
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
Semantic Scholar
Outcome risk model development for heterogeneity of treatment effect analyses: a comparison of non-parametric machine learning methods and semi-parametric statistical methods
Edward Xu, J. Vanghelof, Yiyang Wang, Anisha Patel +8 more
2024BMC Medical Research Methodology3 citations Open access
Semantic Scholar
Optimizing Computer-Aided Diagnosis with Cost-Aware Deep Learning Models.
Charmi Patel, Yiyang Wang, Thiruvarangan Ramaraj, R. Tchoua +2 more
2023Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing3 citations Open access
Semantic Scholar
Interactive deep learning for explainable retinal disease classification
Mariana Vasquez, Suhev Shakya, Ian Wang, Jacob D. Furst +2 more
2022Medical Imaging3 citations
Semantic Scholar
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
Semantic Scholar
Ensemble Labeling towards Scientific Information Extraction (ELSIE)—Blob Extraction
Erin Murphy, A. Rasin, Jacob D. Furst, D. Raicu +1 more
2021eScience3 citations
Semantic Scholar
Heatmap Template Generation for COVID-19 Biomarker Detection in Chest X-rays
Mirtha Lucas, Miguel A. Lerma, Jacob D. Furst, D. Raicu
2020International Conferences on Biological Information and Biomedical Engineering3 citations
Semantic Scholar
Commercial Quality “Awards” Are Not a Strong Indicator of Quality Surgical Care
A. Cobb, Taylor R. Erickson, A. Kothari, E. Eguia +9 more
2018Surgery3 citations Open access
Semantic Scholar
Building confidence and credibility into CAD with belief decision trees
Rachael N. Affenit, Erik R. Barns, Jacob D. Furst, A. Rasin +1 more
2017Medical Imaging3 citations
Semantic Scholar
Investigating the effects of majority voting on CAD systems: a LIDC case study
Miguel Carrazza, Brendan Kennedy, A. Rasin, Jacob D. Furst +1 more
2016SPIE Medical Imaging3 citations
Semantic Scholar
Applying Association Rule Mining to Semantic Data in the Lung Image Database Consortium
Brendan Kennedy, Miguel Carrazza, A. Rasin, Jacob D. Furst +1 more
20152015 IEEE International Conference on Data Mining Workshop (ICDMW)3 citations
Semantic Scholar
A Traumatic Brain Injury Prescreening Tool for Intimate Partner Violence Patients Using Initial Clinical Reports and Machine Learning.
Abheet Singh Sachdeva, A. Bell, Jacob Furst, D. Kozlowski +2 more
2024AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science2 citations
Semantic Scholar
Leveraging Community Health Workers for Predicting Emergency Department Readmissions
N. Hernández, Kate Karam, N. Baugh, S. Musale +5 more
2024International Journal of Semantic Computing2 citations
Semantic Scholar
Evaluation of Eye Gaze Dynamics During Physician-Patient-Computer Interaction in Federally Qualified Health Centers: Systematic Analysis
Amal N. Almansour, E. Montague, Jacob D. Furst, D. Raicu
2023JMIR Human Factors2 citations Open access
Semantic Scholar
No nodule left behind: evaluating lung nodule malignancy classification with different stratification schemes
Thomas Zeng, Elias Furst, Yiyang Wang, Roselyne B. Tchoua +2 more
2023Medical Imaging2 citations
Semantic Scholar
Comparing automatically extracted topics from online suicidal ideation and the responses they invoke
Elise Glaser, Alex Morain, Jonathan Gemmell, D. Raicu
2020ACM Symposium on Applied Computing2 citations Open access
Semantic Scholar

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Yiyang Wang×9
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Roselyne B. Tchoua

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