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Towards trustworthy seizure onset detection using workflow notes.
- Published in:
- NPJ Digital Medicine, 2024, v. 7, n. 1, p. 1, doi. 10.1038/s41746-024-01008-9
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- Article
Examination of fully automated mammographic density measures using LIBRA and breast cancer risk in a cohort of 21,000 non-Hispanic white women.
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- Breast Cancer Research, 2023, v. 25, n. 1, p. 1, doi. 10.1186/s13058-023-01685-6
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- Article
Atrial fibrillation ablation outcome prediction with a machine learning fusion framework incorporating cardiac computed tomography.
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- Journal of Cardiovascular Electrophysiology, 2023, v. 34, n. 5, p. 1164, doi. 10.1111/jce.15890
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- Article
Fusion of imaging and non-imaging data for disease trajectory prediction for coronavirus disease 2019 patients.
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- Journal of Medical Imaging, 2023, v. 10, n. 3, p. 34004, doi. 10.1117/1.JMI.10.3.034004
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- Article
Toward Practical Integration of Omic and Imaging Data in Co-Clinical Trials.
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- Tomography: A Journal for Imaging Research, 2023, v. 9, n. 2, p. 810, doi. 10.3390/tomography9020066
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- Article
2.5D and 3D segmentation of brain metastases with deep learning on multinational MRI data.
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- Frontiers in Neuroinformatics, 2023, v. 16, p. 1, doi. 10.3389/fninf.2022.1056068
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- Article
Segmentation-Assisted Fully Convolutional Neural Network Enhances Deep Learning Performance to Identify Proliferative Diabetic Retinopathy.
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- Journal of Clinical Medicine, 2023, v. 12, n. 1, p. 385, doi. 10.3390/jcm12010385
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- Article
Automating Scoliosis Measurements in Radiographic Studies with Machine Learning: Comparing Artificial Intelligence and Clinical Reports.
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- Journal of Digital Imaging, 2022, v. 35, n. 3, p. 524, doi. 10.1007/s10278-022-00595-x
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- Article
Uncovering interpretable potential confounders in electronic medical records.
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- Nature Communications, 2022, v. 13, n. 1, p. 1, doi. 10.1038/s41467-022-28546-8
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- Article
Multiplexed imaging analysis of the tumor-immune microenvironment reveals predictors of outcome in triple-negative breast cancer.
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- Communications Biology, 2021, v. 4, n. 1, p. 1, doi. 10.1038/s42003-021-02361-1
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- Article
Data valuation for medical imaging using Shapley value and application to a large-scale chest X-ray dataset.
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- Scientific Reports, 2021, v. 11, n. 1, p. 1, doi. 10.1038/s41598-021-87762-2
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- Article
Handling missing MRI sequences in deep learning segmentation of brain metastases: a multicenter study.
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- NPJ Digital Medicine, 2021, v. 4, n. 1, p. 1, doi. 10.1038/s41746-021-00398-4
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- Article
Deep learning predicts postsurgical recurrence of hepatocellular carcinoma from digital histopathologic images.
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- Scientific Reports, 2021, v. 11, n. 1, p. 1, doi. 10.1038/s41598-021-81506-y
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- Article
CT-ORG, a new dataset for multiple organ segmentation in computed tomography.
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- Scientific Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1038/s41597-020-00715-8
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- Article
Identification of 31 loci for mammographic density phenotypes and their associations with breast cancer risk.
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- Nature Communications, 2020, v. 11, n. 1, p. 1, doi. 10.1038/s41467-020-18883-x
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- Article
Progression of Photoreceptor Degeneration in Geographic Atrophy Secondary to Age-related Macular Degeneration.
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- 2020
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- journal article
Corrigendum to: Accounting for data variability in multi-institutional distributed deep learning for medical imaging.
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- 2020
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- journal article
Quantitative imaging feature pipeline: a web-based tool for utilizing, sharing, and building image-processing pipelines.
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- Journal of Medical Imaging, 2020, v. 7, n. 4, p. 42803, doi. 10.1117/1.JMI.7.4.042803
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- Article
Clinical Trial Design and Development Work Group Within the Quantitative Imaging Network.
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- Tomography: A Journal for Imaging Research, 2020, v. 6, n. 2, p. 60, doi. 10.18383/j.tom.2019.00022
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- Article
Accounting for data variability in multi-institutional distributed deep learning for medical imaging.
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- 2020
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- journal article
Spatial Characterization of Tumor Perfusion Properties from 3D DCE-US Perfusion Maps are Early Predictors of Cancer Treatment Response.
- Published in:
- Scientific Reports, 2020, v. 10, n. 1, p. 1, doi. 10.1038/s41598-020-63810-1
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- Article
Toward Data-Driven Learning Healthcare Systems in Interventional Radiology: Implementation to Evaluate Venous Stent Patency.
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- Journal of Digital Imaging, 2020, v. 33, n. 1, p. 25, doi. 10.1007/s10278-019-00280-6
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- Article
Advancing Semantic Interoperability of Image Annotations: Automated Conversion of Non-standard Image Annotations in a Commercial PACS to the Annotation and Image Markup.
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- Journal of Digital Imaging, 2020, v. 33, n. 1, p. 49, doi. 10.1007/s10278-019-00191-6
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- Article
Putting the data before the algorithm in big data addressing personalized healthcare.
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- NPJ Digital Medicine, 2019, v. 2, n. 1, p. N.PAG, doi. 10.1038/s41746-019-0157-2
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- Article
Development and Performance of the Pulmonary Embolism Result Forecast Model (PERFORM) for Computed Tomography Clinical Decision Support.
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- JAMA Network Open, 2019, v. 2, n. 8, p. e198719, doi. 10.1001/jamanetworkopen.2019.8719
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- Article
Automated Detection of Measurements and Their Descriptors in Radiology Reports Using a Hybrid Natural Language Processing Algorithm.
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- Journal of Digital Imaging, 2019, v. 32, n. 4, p. 544, doi. 10.1007/s10278-019-00237-9
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- Article
Imaging, Genetic, and Demographic Factors Associated With Conversion to Neovascular Age-Related Macular Degeneration: Secondary Analysis of a Randomized Clinical Trial.
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- 2019
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- Publication type:
- journal article
Reproductive Factors and Mammographic Density: Associations Among 24,840 Women and Comparison of Studies Using Digitized Film-Screen Mammography and Full-Field Digital Mammography.
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- American Journal of Epidemiology, 2019, v. 188, n. 6, p. 1144, doi. 10.1093/aje/kwz033
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- Article
Automated Survival Prediction in Metastatic Cancer Patients Using High-Dimensional Electronic Medical Record Data.
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- 2019
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- journal article
A Probabilistic Model to Support Radiologists' Classification Decisions in Mammography Practice.
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- Medical Decision Making, 2019, v. 39, n. 3, p. 208, doi. 10.1177/0272989X19832914
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- Article
A multi‐model framework to estimate perfusion parameters using contrast‐enhanced ultrasound imaging.
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- Medical Physics, 2019, v. 46, n. 2, p. 590, doi. 10.1002/mp.13340
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- Article
Proposing New RadLex Terms by Analyzing Free-Text Mammography Reports.
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- Journal of Digital Imaging, 2018, v. 31, n. 5, p. 596, doi. 10.1007/s10278-018-0064-0
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- Article
Magnetic resonance imaging and molecular features associated with tumor-infiltrating lymphocytes in breast cancer.
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- 2018
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- journal article
Quantitative Image Feature Engine (QIFE): an Open-Source, Modular Engine for 3D Quantitative Feature Extraction from Volumetric Medical Images.
- Published in:
- Journal of Digital Imaging, 2018, v. 31, n. 4, p. 403, doi. 10.1007/s10278-017-0019-x
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- Article
Distributed deep learning networks among institutions for medical imaging.
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- 2018
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- journal article
The LOINC RSNA radiology playbook - a unified terminology for radiology procedures.
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- 2018
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- Publication type:
- journal article
Locally adaptive magnetic resonance intensity models for unsupervised segmentation of multiple sclerosis lesions.
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- Journal of Medical Imaging, 2018, v. 5, n. 1, p. 011007-1, doi. 10.1117/1.JMI.5.1.011007
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- Publication type:
- Article
Assessing treatment response in triple-negative breast cancer from quantitative image analysis in perfusion magnetic resonance imaging.
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- Journal of Medical Imaging, 2018, v. 5, n. 1, p. 011008-1, doi. 10.1117/1.JMI.5.1.011008
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- Article
Automated detection of foveal center in SD- OCT images using the saliency of retinal thickness maps.
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- Medical Physics, 2017, v. 44, n. 12, p. 6390, doi. 10.1002/mp.12614
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- Article
Magnetic resonance perfusion image features uncover an angiogenic subgroup of glioblastoma patients with poor survival and better response to antiangiogenic treatment.
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- Neuro-Oncology, 2017, v. 19, n. 7, p. 997, doi. 10.1093/neuonc/now270
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- Article
Revealing cancer subtypes with higher-order correlations applied to imaging and omics data.
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- BMC Medical Genomics, 2017, v. 10, p. 1, doi. 10.1186/s12920-017-0256-3
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- Article
Predictive radiogenomics modeling of EGFR mutation status in lung cancer.
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- Scientific Reports, 2017, p. 41674, doi. 10.1038/srep41674
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- Article
Predicting non-small cell lung cancer prognosis by fully automated microscopic pathology image features.
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- Nature Communications, 2016, v. 7, n. 8, p. 12474, doi. 10.1038/ncomms12474
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- Article
Case-control study of mammographic density and breast cancer risk using processed digital mammograms.
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- 2016
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- Publication type:
- journal article
Analysis of Inner and Outer Retinal Thickness in Patients Using Hydroxychloroquine Prior to Development of Retinopathy.
- Published in:
- 2016
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- Publication type:
- journal article
A combinatorial radiographic phenotype may stratify patient survival and be associated with invasion and proliferation characteristics in glioblastoma.
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- Journal of Neurosurgery, 2016, v. 124, n. 4, p. 1008, doi. 10.3171/2015.4.JNS142732
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- Article
Multicenter imaging outcomes study of The Cancer Genome Atlas glioblastoma patient cohort: imaging predictors of overall and progression-free survival.
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- Neuro-Oncology, 2015, v. 17, n. 11, p. 1525, doi. 10.1093/neuonc/nov117
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- Article
Magnetic resonance image features identify glioblastoma phenotypic subtypes with distinct molecular pathway activities.
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- Science Translational Medicine, 2015, v. 7, n. 303, p. 1, doi. 10.1126/scitranslmed.aaa7582
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- Article
Erratum.
- Published in:
- Medical Physics, 2015, v. 42, n. 5, p. 2653, doi. 10.1118/1.4918920
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- Article
Automatic abstraction of imaging observations with their characteristics from mammography reports.
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- Journal of the American Medical Informatics Association, 2015, v. 22, n. e1, p. e81, doi. 10.1136/amiajnl-2014-003009
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- Article