Search Results - "YESHA, Yelena"

Active Semi-Supervised Learning via Bayesian Experimental Design for Lung Cancer Classification Using Low Dose Computed Tomography Scans by Nguyen, Phuong, Rathod, Ankita, Chapman, David, Prathapan, Smriti, Menon, Sumeet, Morris, Michael, Yesha, Yelena

“…We introduce an active, semisupervised algorithm that utilizes Bayesian experimental design to address the shortage of annotated images required to train and…”
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Natural Language Processing for Breast Imaging: A Systematic Review by Diab, Kareem Mahmoud, Deng, Jamie, Wu, Yusen, Yesha, Yelena, Collado-Mesa, Fernando, Nguyen, Phuong

“…Natural Language Processing (NLP) has gained prominence in diagnostic radiology, offering a promising tool for improving breast imaging triage, diagnosis,…”
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Building the foundation for a modern patient-partnered infrastructure to study temporomandibular disorders by Gressler, Laura Elisabeth, Cowley, Terrie, Velezis, Marti, Aryal, Suvekshya, Clare, Deanne, Kusiak, John W, Cowley, Allen W, Sedrakyan, Art, Marinac-Dabic, Danica, Reardon, Michelle, Schmidt, Lisa, Feldman, Jennifer Ginsburg, DiFabio, Vincent, Bergman, Suzie, Simonyan, Vahan, Yesha, Yelena, Vasiliu-Feltes, Ingrid, Durham, Justin, Steen, Andrew I, Woods, Phillip, Kapos, Flavia P, Loyo-Berrios, Nilsa

“…Conflicting reports from varying stakeholders related to prognosis and outcomes following placement of temporomandibular joint (TMJ) implants gave rise to the…”
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Keyframe-based video summarization using Delaunay clustering by MUNDUR, Padmavathi, YONG RAO, YESHA, Yelena

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Challenges and Issues in Data Science Education by Bonnell, Jerry, Ogihara, Mitsunori, Yesha, Yelena, Bojanova, Irena

“…Data science is one of the fastest growing fields because of its ability to address analytic needs. However, the supply of data scientists has remained…”
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Blockchains for Internet of Things: Fundamentals, Applications, and Challenges by Wu, Yusen, Hu, Ye, Chen, Mingzhe, Yesha, Yelena, Debbah, Merouane

“…Internet of Things (IoT) services necessitate the storage, transmission, and analysis of diverse data for inference, autonomy, and control. Blockchains, with…”
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Automating Cloud Services Life Cycle through Semantic Technologies by Joshi, Karuna P., Yesha, Yelena, Finin, Tim

“…Managing virtualized services efficiently over the cloud is an open challenge. Traditional models of software development are not appropriate for the cloud…”
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Data-driven PSO-CatBoost machine learning model to predict the compressive strength of CFRP- confined circular concrete specimens by Khodadadi, Nima, Roghani, Hossein, De Caso, Francisco, El-kenawy, El-Sayed M., Yesha, Yelena, Nanni, Antonio

“…•Gathering a comprehensive dataset for modeling the compressive strength of CFRP- Confined Circular Concrete.•Predicting the compressive strength of CFRP- CC…”
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Assessment of Bleeding Risk in Patients Being Considered for VTE Pharmacoprophylaxis in a Large Nationwide Cohort by Hayssen, Hilary, Sahoo, Shalini, Siddiqui, Tariq, Nguyen, Phuong, Mayorga-Carlin, Minerva, Deng, Jamie, Englum, Brian, Kankaria, Aman, Yesha, Yelena, Sorkin, John D., Lal, Brajesh K.

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Keyframe-based video summarization using Delaunay clustering by Mundur, Padmavathi, Rao, Yong, Yesha, Yelena

“…Recent advances in technology have made tremendous amounts of multimedia information available to the general population. An efficient way of dealing with this…”
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Improving Word Similarity by Augmenting PMI with Estimates of Word Polysemy by Lushan Han, Finin, Tim, McNamee, Paul, Joshi, Anupam, Yesha, Yelena

“…Pointwise mutual information (PMI) is a widely used word similarity measure, but it lacks a clear explanation of how it works. We explore how PMI differs from…”
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CCS-GAN: COVID-19 CT Scan Generation and Classification with Very Few Positive Training Images by Menon, Sumeet, Mangalagiri, Jayalakshmi, Galita, Josh, Morris, Michael, Saboury, Babak, Yesha, Yaacov, Yesha, Yelena, Nguyen, Phuong, Gangopadhyay, Aryya, Chapman, David

“…We present a novel algorithm that is able to generate deep synthetic COVID-19 pneumonia CT scan slices using a very small sample of positive training images in…”
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Racial and Ethnic Survival Disparities in Pediatric Oncology Over Time: An Analysis of the SEER Registry by Kus, Nicole J., Sahoo, Shalini, Laetsch, Theodore W., Tiao, Gregory M., Mayorga-Carlin, Minerva, Yesha, Yelena, Sorkin, John D., Lal, Brajesh K., Englum, Brian R.

“…Studies have demonstrated existing racial and ethnic disparities in multiple aspects of pediatric oncology. The purpose of this study was to examine how racial…”
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Temporal trends in pediatric cancer mortality: rare cancers lag behind more common cancers by Englum, Brian R, Sahoo, Shalini, Laetsch, Theodore W, Tiao, Gregory M, Mayorga-Carlin, Minerva, Hayssen, Hilary, Yesha, Yelena, Sorkin, John D, Lal, Brajesh K

“…Temporal trends demonstrate improved survival for many types of common pediatric cancer. Studies have not examined improvement in very rare pediatric cancers…”
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A Pervasive Computing System for the Operating Room of the Future by Agarwal, Sheetal, Joshi, Anupam, Finin, Tim, Yesha, Yelena, Ganous, Tim

“…We describe a prototype context aware perioperative information system to capture and interpret data in an operating room of the future. The captured data is…”
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Clinical Factors Impacting Differences in Rates of Venous Thromboembolism Black and White Veterans by Hayssen, Hilary, Sahoo, Shalini, Englum, Brian, Mayorga-Carlin, Minerva, Siddiqui, Tariq, Nguyen, Phuong, Kankaria, Aman, Yesha, Yelena, Sorkin, John, Lal, Brajesh

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Target-Based, Privacy Preserving, and Incremental Association Rule Mining by Ahluwalia, Madhu V., Gangopadhyay, Aryya, Zhiyuan Chen, Yesha, Yelena

“…We consider a special case in association rule mining where mining is conducted by a third party over data located at a central location that is updated from…”
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Intrusion-Tolerant and Confidentiality-Preserving Publish/Subscribe Messaging by Duan, Sisi, Liu, Chao, Wang, Xin, Wu, Yusen, Xu, Shuai, Yesha, Yelena, Zhang, Haibin

“…We present Chios, an intrusion-tolerant publish/subscribe system which protects against Byzantine failures. Chios is the first publish/subscribe system…”
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Systematic review of venous thromboembolism risk categories derived from Caprini score by Hayssen, Hilary, Cires-Drouet, Rafael, Englum, Brian, Nguyen, Phuong, Sahoo, Shalini, Mayorga-Carlin, Minerva, Siddiqui, Tariq, Turner, Douglas, Yesha, Yelena, Sorkin, John D., Lal, Brajesh K.

“…Hospital-acquired venous thromboembolism (VTE, including pulmonary embolism [PE] and deep vein thrombosis [DVT]) is a preventable cause of hospital death. The…”
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Prediction of Bleeding in Patients being Considered for Venous Thromboembolism Prophylaxis: Risk assessment models for bleeding by Sahoo, Shalini, Hayssen, Hilary, Englum, Brian, Mayorga-Carlin, Minerva, Siddiqui, Tariq, Nguyen, Phuong, Kankaria, Aman, Yesha, Yelena, Sorkin, John D., Lal, Brajesh K.

“…The two available bleeding risk assessment models, IMPROVE and Consensus model, have limited ability to predict bleeding in a large unselected consecutive…”
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