Research
This page highlights key publications, categorized by tags, authors, or topics, providing quick access to the lab’s scientific contributions.
All
2024
Editorial: Advances in artificial intelligence and machine learning applications for the imaging of bone and soft tissue tumors.
Frontiers in radiology
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17 Dec 2024
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pubmed:39742350
Artificial intelligence and machine learning applications for the imaging of bone and soft tissue tumors.
Frontiers in radiology
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05 Sep 2024
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pubmed:39301168
Prediction of future dementia among patients with mild cognitive impairment (MCI) by integrating multimodal clinical data
Heliyon
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01 Sep 2024
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doi:10.1016/j.heliyon.2024.e36728
Deep learning for the harmonization of structural MRI scans: a survey.
Biomedical engineering online
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31 Aug 2024
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pubmed:39217355
Prediction of future dementia among patients with mild cognitive impairment (MCI) by integrating multimodal clinical data.
Heliyon
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22 Aug 2024
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pubmed:39281465
Technical and clinical considerations of a physical liver phantom for CT radiomics analysis
Journal of Applied Clinical Medical Physics
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22 Feb 2024
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doi:10.1002/acm2.14309
Technical and clinical considerations of a physical liver phantom for CT radiomics analysis.
Journal of applied clinical medical physics
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22 Feb 2024
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pubmed:38386922
Empowering breast cancer diagnosis and radiology practice: advances in artificial intelligence for contrast-enhanced mammography.
Frontiers in radiology
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05 Jan 2024
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pubmed:38249158
Conditional generative learning for medical image imputation
Scientific Reports
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02 Jan 2024
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doi:10.1038/s41598-023-50566-7
Conditional generative learning for medical image imputation.
Scientific reports
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02 Jan 2024
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pubmed:38167932
2023
Investigating the role of imaging factors in the variability of CT‐based texture analysis metrics
Journal of Applied Clinical Medical Physics
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14 Nov 2023
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doi:10.1002/acm2.14192
Investigating the role of imaging factors in the variability of CT-based texture analysis metrics.
Journal of applied clinical medical physics
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14 Nov 2023
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pubmed:37962032
A Narrative Review of the Use of Artificial Intelligence in Breast, Lung, and Prostate Cancer.
Life (Basel, Switzerland)
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04 Oct 2023
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pubmed:37895393
Radiomics Correlation to CD68+ Tumor-Associated Macrophages in Clear Cell Renal Cell Carcinoma.
Oncology
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12 Sep 2023
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pubmed:37699367
Spatial assessments in texture analysis: what the radiologist needs to know.
Frontiers in radiology
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24 Aug 2023
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pubmed:37693924
Sarcopenia and body fat change as risk factors for radiologic incisional hernia following robotic nephrectomy.
Skeletal radiology
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30 May 2023
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pubmed:37249596
Radiogenomic Associations Clear Cell Renal Cell Carcinoma: An Exploratory Study.
Oncology
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20 Apr 2023
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pubmed:37080171
Predicting Soft Tissue Sarcoma Response to Neoadjuvant Chemotherapy Using an MRI-Based Delta-Radiomics Approach.
Molecular imaging and biology
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25 Jan 2023
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pubmed:36695966
2022
Feasibility of using CT radiomic signatures for predicting CD8-T cell infiltration and PD-L1 expression in renal cell carcinoma.
European journal of radiology open
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02 Sep 2022
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pubmed:36090617
Radiomics quality score in renal masses: a systematic assessment on current literature.
The British journal of radiology
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15 Jun 2022
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pubmed:35671097
An Extra Set of Intelligent Eyes: Application of Artificial Intelligence in Imaging of Abdominopelvic Pathologies in Emergency Radiology.
Diagnostics (Basel, Switzerland)
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30 May 2022
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pubmed:35741161
Non-Invasive Profiling of Advanced Prostate Cancer via Multi-Parametric Liquid Biopsy and Radiomic Analysis.
International journal of molecular sciences
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25 Feb 2022
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pubmed:35269713
Characterizing breast masses using an integrative framework of machine learning and CEUS-based radiomics
Journal of Ultrasound
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17 Jan 2022
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doi:10.1007/s40477-021-00651-2
Characterizing breast masses using an integrative framework of machine learning and CEUS-based radiomics.
Journal of ultrasound
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17 Jan 2022
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pubmed:35040103
2021
CT-based radiomics stratification of tumor grade and TNM stage of clear cell renal cell carcinoma.
European radiology
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10 Nov 2021
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pubmed:34757449
Benchmarking Various Radiomic Toolkit Features While Applying the Image Biomarker Standardization Initiative toward Clinical Translation of Radiomic Analysis.
Journal of digital imaging
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20 Sep 2021
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pubmed:34545475
A Radiomic-based Machine Learning Algorithm to Reliably Differentiate Benign Renal Masses from Renal Cell Carcinoma.
European urology focus
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16 Sep 2021
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pubmed:34538748
Predicting clinical outcomes in COVID-19 using radiomics on chest radiographs.
The British journal of radiology
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14 Sep 2021
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pubmed:34520246
Whole-tumor 3D volumetric MRI-based radiomics approach for distinguishing between benign and malignant soft tissue tumors.
European radiology
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23 Apr 2021
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pubmed:33893534
Identification of robust and reproducible CT‐texture metrics using a customized 3D‐printed texture phantom
Journal of Applied Clinical Medical Physics
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12 Jan 2021
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doi:10.1002/acm2.13162
Identification of robust and reproducible CT-texture metrics using a customized 3D-printed texture phantom.
Journal of applied clinical medical physics
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12 Jan 2021
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pubmed:33434374
2020
Open collaborative writing with Manubot
PLOS Computational Biology
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04 Dec 2020
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doi:10.1371/journal.pcbi.1007128
Shape and texture-based radiomics signature on CT effectively discriminates benign from malignant renal masses.
European radiology
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15 Aug 2020
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pubmed:32803417
Deep learning based classification of solid lipid-poor contrast enhancing renal masses using contrast enhanced CT.
The British journal of radiology
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11 May 2020
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pubmed:32356484
Quantitative magnetic resonance imaging (q-MRI) for the assessment of soft-tissue sarcoma treatment response: a narrative case review of technique development.
Clinical imaging
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28 Feb 2020
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pubmed:32163847
Constructing knowledge graphs and their biomedical applications
Computational and Structural Biotechnology Journal
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01 Jan 2020
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doi:10.1016/j.csbj.2020.05.017
2019
Myocardial Radiomics in Cardiac MRI.
AJR. American journal of roentgenology
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04 Dec 2019
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pubmed:31799865
Reliability of CT-based texture features: Phantom study.
Journal of applied clinical medical physics
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20 Jun 2019
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pubmed:31222919
Objective risk stratification of prostate cancer using machine learning and radiomics applied to multiparametric magnetic resonance images
Scientific Reports
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07 Feb 2019
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doi:10.1038/s41598-018-38381-x
Objective risk stratification of prostate cancer using machine learning and radiomics applied to multiparametric magnetic resonance images.
Scientific reports
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07 Feb 2019
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pubmed:30733585
Texture Analysis of Imaging: What Radiologists Need to Know.
AJR. American journal of roentgenology
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15 Jan 2019
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pubmed:30645163
Radiomics in Pulmonary Lesion Imaging.
AJR. American journal of roentgenology
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08 Jan 2019
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pubmed:30620678
Computed tomography-based texture analysis of bladder cancer: differentiating urothelial carcinoma from micropapillary carcinoma.
Abdominal radiology (New York)
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01 Jan 2019
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pubmed:30022220
2018
A Decision-Support Tool for Renal Mass Classification.
Journal of digital imaging
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01 Dec 2018
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pubmed:29980960
Differentiation of Predominantly Solid Enhancing Lipid-Poor Renal Cell Masses by Use of Contrast-Enhanced CT: Evaluating the Role of Texture in Tumor Subtyping.
AJR. American journal of roentgenology
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21 Sep 2018
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pubmed:30240299
Incidental Detection of Meningioma by 18F-FMAU PET/CT in a Patient With Suspected Prostate Cancer.
Clinical nuclear medicine
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01 Jul 2018
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pubmed:29742600
Differentiating solid, non-macroscopic fat containing, enhancing renal masses using fast Fourier transform analysis of multiphase CT.
The British journal of radiology
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21 Jun 2018
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pubmed:29888982
Avian tail ontogeny, pygostyle formation, and interpretation of juvenile Mesozoic specimens.
Scientific reports
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13 Jun 2018
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pubmed:29899503
Sci-Hub provides access to nearly all scholarly literature
eLife
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01 Mar 2018
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doi:10.7554/eLife.32822
Claudin-18-mediated YAP activity regulates lung stem and progenitor cell homeostasis and tumorigenesis.
The Journal of clinical investigation
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05 Feb 2018
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pubmed:29400695
Quantitative Contour Analysis as an Image-based Discriminator Between Benign and Malignant Renal Tumors.
Urology
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02 Jan 2018
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pubmed:29305199
2017
Liver-Directed Human Amniotic Epithelial Cell Transplantation Improves Systemic Disease Phenotype in Hurler Syndrome Mouse Model.
Stem cells translational medicine
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06 Jun 2017
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pubmed:28585336
Voxel-based whole-lesion enhancement parameters: a study of its clinical value in differentiating clear cell renal cell carcinoma from renal oncocytoma.
Abdominal radiology (New York)
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01 Feb 2017
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pubmed:27595574
2015
Truncating mutation in the autophagy gene UVRAG confers oncogenic properties and chemosensitivity in colorectal cancers.
Nature communications
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03 Aug 2015
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pubmed:26234763
2014
A microfluidic technique to probe cell deformability.
Journal of visualized experiments : JoVE
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03 Sep 2014
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pubmed:25226269
2011
Computed-tomography-based finite-element models of long bones can accurately capture strain response to bending and torsion.
Journal of biomechanics
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01 Feb 2011
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pubmed:21288523