Search Results - "Kurkure, Uday"
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Evaluation of CD3 and CD8 T-Cell Immunohistochemistry for Prognostication and Prediction of Benefit From Adjuvant Chemotherapy in Early-Stage Colorectal Cancer Within the QUASAR Trial
Published in Journal of clinical oncology (10-10-2024)“…High densities of tumor infiltrating CD3 and CD8 T-cells are associated with superior prognosis in colorectal cancer (CRC). Their value as predictors of…”
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Abstract 2436: Systematic computational analysis of histologic-genomic associations in triple-negative infiltrating ductal carcinomas of the breast
Published in Cancer research (Chicago, Ill.) (01-07-2019)“…Abstract Background: Triple-negative breast cancer (TNBC) is characterized by rapid progression and lack of therapeutic targets. There is a pressing need for…”
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Association between artificial intelligence (AI) -assisted tumor AREG and EREG immunohistochemistry (IHC) and outcomes from anti-EGFR therapy during the routine management of metastatic colorectal cancer (mCRC): An observational cohort study
Published in Journal of clinical oncology (01-02-2023)“…203 Background: AREG and EREG are ligands of EGFR. AI assisted IHC evaluation of tumor AREG/EREG expression predicted benefit from anti-EGFR therapy in a…”
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Artificial intelligence-assisted evaluation of tumor infiltrating CD3+ and CD8+ T cells for prognostication and prediction of benefit from adjuvant chemotherapy in early stage colorectal cancer (CRC): A retrospective analysis of the QUASAR trial
Published in Journal of clinical oncology (01-02-2023)“…204 Background: High CD3 + (all) and CD8 + (cytotoxic) T cell densities in the core (CT) and invasive margin (IM) of primary CRCs have been shown to be…”
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Abstract P1-02-17: Artificial intelligence-based whole slide scoring of nuclear breast cancer IHC markers Ki67, ER, and PR matches performance of manual clinical scoring
Published in Cancer research (Chicago, Ill.) (15-02-2022)“…Abstract Background: 2.1 million breast cancers are newly diagnosed each year. Current guidelines endorse routine testing for estrogen receptor (ER) and…”
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Artificial Intelligence-Assisted Amphiregulin and Epiregulin IHC Predicts Panitumumab Benefit in RAS Wild-Type Metastatic Colorectal Cancer
Published in Clinical cancer research (15-06-2021)“…High tumor mRNA levels of the EGFR ligands amphiregulin (AREG) and epiregulin (EREG) are associated with anti-EGFR agent response in metastatic colorectal…”
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Toward the automatic detection of coronary artery calcification in non-contrast computed tomography data
Published in The International Journal of Cardiovascular Imaging (01-10-2010)“…Measurements related to coronary artery calcification (CAC) offer significant predictive value for coronary artery disease (CAD). In current medical practice…”
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Segmentation of the Thoracic Aorta in Noncontrast Cardiac CT Images
Published in IEEE journal of biomedical and health informatics (01-09-2013)“…Studies have shown that aortic calcification is associated with cardiovascular disease. In this study, a method for localization, centerline extraction, and…”
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Empirical Analysis of Hardware-Assisted GPU Virtualization
Published in 2019 IEEE 26th International Conference on High Performance Computing, Data, and Analytics (HiPC) (01-12-2019)“…The increasing use of Graphics Processing Unit (GPUs) for accelerating compute intensive tasks and graphics-related computations has led to their inclusion in…”
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Conference Proceeding -
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Automated left ventricular segmentation in cardiac MRI
Published in IEEE transactions on biomedical engineering (01-07-2006)“…We present an automated left ventricular (LV) myocardial boundary extraction method. Automatic localization of the LV is achieved using a motion map and an…”
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PDM-ENLOR for segmentation of mouse brain gene expression images
Published in Medical image analysis (01-02-2015)“…[Display omitted] •Imposes shape constraints of varying degrees of locality to improve the flexibility of a shape model.•Can handle large detection errors for…”
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Localization and Segmentation of Left Ventricle in Cardiac Cine-MR Images
Published in IEEE transactions on biomedical engineering (01-05-2009)“…Accurate delineation of the left ventricular myocardial boundaries on cardiac cine magnetic resonance (MR) images is essential for volumetric and functional…”
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3D dense local point descriptors for mouse brain gene expression images
Published in Computerized medical imaging and graphics (01-07-2014)“…Abstract Anatomical landmarks play an important role in many biomedical image analysis applications (e.g., registration and segmentation). Landmark detection…”
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A supervised classification-based method for coronary calcium detection in non-contrast CT
Published in The International Journal of Cardiovascular Imaging (01-10-2010)“…Accurate quantification of coronary artery calcium provides an opportunity to assess the extent of atherosclerosis disease. Coronary calcification burden has…”
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Application of a risk-management framework for integration of stromal tumor-infiltrating lymphocytes in clinical trials
Published in NPJ breast cancer (12-05-2020)“…Stromal tumor-infiltrating lymphocytes (sTILs) are a potential predictive biomarker for immunotherapy response in metastatic triple-negative breast cancer…”
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Landmark/image-based deformable registration of gene expression data
Published in CVPR 2011 (20-06-2011)“…Analysis of gene expression patterns in brain images obtained from high-throughput in situ hybridization requires accurate and consistent annotations of…”
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Conference Proceeding -
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Markov Random Field-based fitting of a subdivision-based geometric atlas
Published in 2011 International Conference on Computer Vision (01-11-2011)“…An accurate labeling of a multi-part, complex anatomical structure (e.g., brain) is required in order to compare data across images for spatial analysis. It…”
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Report on computational assessment of Tumor Infiltrating Lymphocytes from the International Immuno-Oncology Biomarker Working Group
Published in NPJ breast cancer (12-05-2020)“…Assessment of tumor-infiltrating lymphocytes (TILs) is increasingly recognized as an integral part of the prognostic workflow in triple-negative (TNBC) and…”
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PDM-ENLOR: Learning Ensemble of Local PDM-Based Regressions
Published in 2013 IEEE Conference on Computer Vision and Pattern Recognition (01-06-2013)“…Statistical shape models, such as Active Shape Models (ASMs), suffer from their inability to represent a large range of variations of a complex shape and to…”
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Conference Proceeding -
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Virtualized GPUs in High Performance Datacenters
Published in 2018 International Conference on High Performance Computing & Simulation (HPCS) (01-07-2018)“…Virtualization has become the foundation of high performance datacenters. The scale of high performance datacenters is similar to the scale of supercomputers…”
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Conference Proceeding