Search Results - "Walsh, Alex"
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POSEA: A novel algorithm to evaluate the performance of multi-object instance image segmentation
Published in PloS one (29-03-2023)“…Many techniques and software packages have been developed to segment individual cells within microscopy images, necessitating a robust method to evaluate…”
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Evaluation of Cellpose segmentation with sequential thresholding for instance segmentation of cytoplasms within autofluorescence images
Published in Computers in biology and medicine (01-09-2024)“…Autofluorescence imaging of the coenzyme, reduced nicotinamide adenine dinucleotide (phosphate) (NAD(P)H), provides a label-free technique to assess cellular…”
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Quantitative optical imaging of primary tumor organoid metabolism predicts drug response in breast cancer
Published in Cancer research (Chicago, Ill.) (15-09-2014)“…There is a need for technologies to predict the efficacy of cancer treatment in individual patients. Here, we show that optical metabolic imaging of organoids…”
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Optical Metabolic Imaging Identifies Glycolytic Levels, Subtypes, and Early-Treatment Response in Breast Cancer
Published in Cancer research (Chicago, Ill.) (15-10-2013)“…Abnormal cellular metabolism is a hallmark of cancer, yet there is an absence of quantitative methods to dynamically image this powerful cellular function…”
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Signal Transducer and Activator of Transcription 3, Mediated Remodeling of the Tumor Microenvironment Results in Enhanced Tumor Drug Delivery in a Mouse Model of Pancreatic Cancer
Published in Gastroenterology (New York, N.Y. 1943) (01-12-2015)“…Background & Aims A hallmark of pancreatic ductal adenocarcinoma (PDAC) is the presence of a dense desmoplastic reaction (stroma) that impedes drug delivery to…”
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Optical metabolic imaging of treatment response in human head and neck squamous cell carcinoma
Published in PloS one (04-03-2014)“…Optical metabolic imaging measures fluorescence intensity and lifetimes from metabolic cofactors nicotinamide adenine dinucleotide (NADH) and flavin adenine…”
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Volumetric imaging of human mesenchymal stem cells (hMSCs) for non-destructive quantification of 3D cell culture growth
Published in PloS one (28-03-2023)“…The adoption of cell-based therapies into the clinic will require tremendous large-scale expansion to satisfy future demand, and bioreactor-microcarrier…”
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Optical Imaging of Drug-Induced Metabolism Changes in Murine and Human Pancreatic Cancer Organoids Reveals Heterogeneous Drug Response
Published in Pancreas (01-07-2016)“…Three-dimensional organoids derived from primary pancreatic ductal adenocarcinomas are an attractive platform for testing potential anticancer drugs on…”
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Carbomer-based adjuvant elicits CD8 T-cell immunity by inducing a distinct metabolic state in cross-presenting dendritic cells
Published in PLoS pathogens (14-01-2021)“…There is a critical need for adjuvants that can safely elicit potent and durable T cell-based immunity to intracellular pathogens. Here, we report that…”
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Identification of rare cell populations in autofluorescence lifetime image data
Published in Cytometry. Part A (01-06-2022)“…Drug‐resistant cells and anti‐inflammatory immune cells within tumor masses contribute to tumor aggression, invasion, and worse patient outcomes. These cells…”
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Fluorescence intensity and lifetime redox ratios detect metabolic perturbations in T cells
Published in Biomedical optics express (01-10-2020)“…The auto-fluorescent coenzymes reduced nicotinamide dinucleotide (NADH) and oxidized flavin adenine dinucleotide (FAD) allow label-free detection of cellular…”
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Functional Optical Imaging of Primary Human Tumor Organoids: Development of a Personalized Drug Screen
Published in Journal of Nuclear Medicine (01-09-2017)“…Primary tumor organoids are a robust model of individual human cancers and present a unique platform for patient-specific drug testing. Optical imaging is…”
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Addressing structural hurdles for metadata extraction from environmental impact statements
Published in Journal of the Association for Information Science and Technology (01-09-2023)“…Natural language processing techniques can be used to analyze the linguistic content of a document to extract missing pieces of metadata. However, accurate…”
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Extracellular pH affects the fluorescence lifetimes of metabolic co-factors
Published in Journal of biomedical optics (01-05-2021)“…Significance: Autofluorescence measurements of the metabolic cofactors NADH and flavin adenine dinucleotide (FAD) provide a label-free method to quantify…”
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Optical metabolic imaging quantifies heterogeneous cell populations
Published in Biomedical optics express (01-02-2015)“…The genetic and phenotypic heterogeneity of cancers can contribute to tumor aggressiveness, invasion, and resistance to therapy. Fluorescence imaging occupies…”
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In Vivo Autofluorescence Imaging of Tumor Heterogeneity in Response to Treatment
Published in Neoplasia (New York, N.Y.) (01-12-2015)“…Abstract Subpopulations of cells that escape anti-cancer treatment can cause relapse in cancer patients. Therefore, measurements of cellular-level tumor…”
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Drug response in organoids generated from frozen primary tumor tissues
Published in Scientific reports (07-01-2016)“…Primary tumor organoids grown in three-dimensional culture provide an excellent platform for studying tumor progression, invasion and drug response. However,…”
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Classifying T cell activity in autofluorescence intensity images with convolutional neural networks
Published in Journal of biophotonics (01-03-2020)“…The importance of T cells in immunotherapy has motivated developing technologies to improve therapeutic efficacy. One objective is assessing antigen‐induced T…”
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Comparison of polystyrene and hydrogel microcarriers for optical imaging of adherent cells
Published in Journal of biomedical optics (01-06-2024)“…The ability to observe and monitor cell density and morphology has been imperative for assessing the health of a cell culture and for producing high quality,…”
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Autofluorescence Imaging to Evaluate Cellular Metabolism
Published in Journal of visualized experiments (15-11-2021)“…Cellular metabolism is the process by which cells generate energy, and many diseases, including cancer, are characterized by abnormal metabolism. Reduced…”
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