Search Results - "Raicu, Daniela"

Automatic extraction of informal topics from online suicidal ideation by Grant, Reilly N, Kucher, David, León, Ana M, Gemmell, Jonathan F, Raicu, Daniela S, Fodeh, Samah J

“…Suicide is an alarming public health problem accounting for a considerable number of deaths each year worldwide. Many more individuals contemplate suicide…”
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322 Exploring the Iterative Clustering for Subtype Discovery (iKCAT) Algorithm for Robust Computer-Aided Diagnosis of Lung Cancer by Pinzariu, Adrianna, Raicu, Daniela, Furst, Jacob, Tchoua, Roselyne

“…OBJECTIVES/GOALS: With a growing intеrеst in tailoring disеasе diagnosis to еach individual as opposеd to a “onе-sizе-fits-all” approach, our aim is to еnhancе…”
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Evaluation of Eye Gaze Dynamics During Physician-Patient-Computer Interaction in Federally Qualified Health Centers: Systematic Analysis by Almansour, Amal, Montague, Enid, Furst, Jacob, Raicu, Daniela

“…Background Understanding the communication between physicians and patients can identify areas where they can improve and build stronger relationships. This led…”
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318 Discovering Subgroups with Supervised Machine Learning Models for Heterogeneity of Treatment Effect Analysis by Xu, Edward, Vanghelof, Joseph, Raicu, Daniela, Furst, Jacob, Shah, Raj, Tchoua, Roselyne

“…OBJECTIVES/GOALS: The goal of the study is to provide insights into the use of machine learning methods as a means to predict heterogeneity of treatment effect…”
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Characterizing the role of a high-volume cancer resection ecosystem on low-volume, high-quality surgical care by Kothari, Anai N., MD, MS, Blanco, Barbara A., MD, Brownlee, Sarah A., BA, Evans, Ann E., MD, Chang, Victor A., BA, Abood, Gerard J., MD, Settimi, Raffaella, PhD, Raicu, Daniela S., PhD, Kuo, Paul C., MD, MS, MBA

“…Background Our objective was to determine the hospital resources required for low-volume, high-quality care at high-volume cancer resection centers. Methods…”
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Toward Understanding the Size Dependence of Shape Features for Predicting Spiculation in Lung Nodules for Computer-Aided Diagnosis by Niehaus, Ron, Stan Raicu, Daniela, Furst, Jacob, Armato, Samuel

“…We analyze the importance of shape features for predicting spiculation ratings assigned by radiologists to lung nodules in computed tomography (CT) scans…”
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Enhancing Recall Using Data Cleaning for Biomedical Big Data by Deshpande, Priya, Rasin, Alexander, Tchoua, Roselyne, Furst, Jacob, Raicu, Daniela, Antani, Sameer

“…In clinical practice, large amounts of heterogeneous medical data are generated on a daily basis. This data has the potential to be used for biomedical…”
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Computational Methods for Tracking, Quantitative Assessment, and Visualization of C. elegans Locomotory Behavior by Moy, Kyle, Li, Weiyu, Tran, Huu Phuoc, Simonis, Valerie, Story, Evan, Brandon, Christopher, Furst, Jacob, Raicu, Daniela, Kim, Hongkyun

“…The nematode Caenorhabditis elegans provides a unique opportunity to interrogate the neural basis of behavior at single neuron resolution. In C. elegans,…”
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Ontology-Based Radiology Teaching File Summarization, Coverage, and Integration by Deshpande, Priya, Rasin, Alexander, Son, Jun, Kim, Sungmin, Brown, Eli, Furst, Jacob, Raicu, Daniela S., Montner, Steven M., Armato, Samuel G.

“…Radiology teaching file repositories contain a large amount of information about patient health and radiologist interpretation of medical findings. Although…”
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DiiS: A Biomedical Data Access Framework for Aiding Data Driven Research Supporting FAIR Principles by Deshpande, Priya, Rasin, Alexander, Furst, Jacob, Raicu, Daniela, Antani, Sameer

“…Vast amounts of clinical and biomedical research data are produced daily. These data can help enable data driven healthcare through novel biomedical…”
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Biomedical heterogeneous data categorization and schema mapping toward data integration by Deshpande, Priya, Rasin, Alexander, Tchoua, Roselyne, Furst, Jacob, Raicu, Daniela, Schinkel, Michiel, Trivedi, Hari, Antani, Sameer

“…Data integration is a well-motivated problem in the clinical data science domain. Availability of patient data, reference clinical cases, and datasets for…”
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Outcome risk model development for heterogeneity of treatment effect analyses: a comparison of non-parametric machine learning methods and semi-parametric statistical methods by Xu, Edward, Vanghelof, Joseph, Wang, Yiyang, Patel, Anisha, Furst, Jacob, Raicu, Daniela Stan, Neumann, Johannes Tobias, Wolfe, Rory, Gao, Caroline X, McNeil, John J, Shah, Raj C, Tchoua, Roselyne

“…In randomized clinical trials, treatment effects may vary, and this possibility is referred to as heterogeneity of treatment effect (HTE). One way to quantify…”
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Assessing diagnostic complexity: An image feature-based strategy to reduce annotation costs by Zamacona, Jose R, Niehaus, Ronald, Rasin, Alexander, Furst, Jacob D, Raicu, Daniela S

“…Abstract Computer-aided diagnosis systems can play an important role in lowering the workload of clinical radiologists and reducing costs by automatically…”
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Mapping LIDC, RadLex™, and Lung Nodule Image Features by Opulencia, Pia, Channin, David S., Raicu, Daniela S., Furst, Jacob D.

“…Ideally, an image should be reported and interpreted in the same way (e.g., the same perceived likelihood of malignancy) or similarly by any two radiologists;…”
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Predicting Radiological Panel Opinions Using a Panel of Machine Learning Classifiers by Zinovev, Dmitriy, Raicu, Daniela, Furst, Jacob, Armato III, Samuel G.

“…This paper uses an ensemble of classifiers and active learning strategies to predict radiologists’ assessment of the nodules of the Lung Image Database…”
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Consensus Versus Disagreement in Imaging Research: a Case Study Using the LIDC Database by Zinovev, Dmitriy, Duo, Yujie, Raicu, Daniela S., Furst, Jacob, Armato, Samuel G.

“…Traditionally, image studies evaluating the effectiveness of computer-aided diagnosis (CAD) use a single label from a medical expert compared with a single…”
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Predicting Myalgic Encephalomyelitis/Chronic Fatigue Syndrome from Early Symptoms of COVID-19 Infection by Hua, Chelsea, Schwabe, Jennifer, Jason, Leonard A., Furst, Jacob, Raicu, Daniela

“…It is still unclear why certain individuals after viral infections continue to have severe symptoms. We investigated if predicting myalgic…”
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Optical Flow, Positioning, and Eye Coordination: Automating the Annotation of Physician-Patient Interactions by Gutstein, Daniel, Montague, Enid, Furst, Jacob, Raicu, Daniela

“…The widespread adoption of electronic health records within clinical settings has renewed interest in understanding physician-patient interactions. Previous…”
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Hand-Eye Coordination: Automating the Annotation of Physician-Patient Interactions by Gutstein, Daniel, Montague, Enid, Furst, Jacob, Raicu, Daniela

“…The widespread adoption of electronic health records within clinical settings has renewed interest in understanding physician-patient interactions. Previous…”
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Synobins: An Intermediate Level towards Annotation and Semantic Retrieval by Raicu, Daniela Stan, Sethi, Ishwar K

“…: To reason about the meaning of an image, useful information should be provided with that image; however, images often contain little to no textual…”
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