Pseudogene Profiling for Cancer Subtype Classification.
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DOI: 10.1007/978-1-0716-1503-4_19
Abstract: Although long thought of as "gene relics," pseudogenes have recently gained research and medical interests because of their potential impacts on cellular pathways and of their clinical relevance. Studies have profiled pseudogenes at both DNA… read more here.
Keywords: pseudogene profiling; cancer subtype; subtype classification;
Assessment of Ki67 expression for breast cancer subtype classification and prognosis in the Nurses’ Health Study
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DOI: 10.1007/s10549-017-4421-3
Abstract: PurposeKi67 is a proliferation marker commonly assessed by immunohistochemistry in breast cancer, and it has been proposed as a clinical marker for subtype classification, prognosis, and prediction of therapeutic response. However, the clinical utility of… read more here.
Keywords: breast; subtype classification; breast cancer; ki67 ... See more keywords
A triple-negative breast cancer surrogate subtype classification that correlates with gene expression subtypes
Sign Up to like & getrecommendations! Published in 2022 at "Breast Cancer Research and Treatment"
DOI: 10.1007/s10549-021-06437-8
Abstract: This study developed a triple-negative breast cancer (TNBC) surrogate subtype classification that represents TNBC subtypes based on the Vanderbilt subtype classification. Patients who underwent primary curative surgery for TNBC were included. Representative FFPE blocks were… read more here.
Keywords: breast cancer; classification; subtype classification; surrogate subtype ... See more keywords
Gene expression profiling, pathway analysis and subtype classification reveal molecular heterogeneity in hepatocellular carcinoma and suggest subtype specific therapeutic targets.
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DOI: 10.1016/j.cancergen.2017.06.002
Abstract: A very low 5-year survival rate among hepatocellular carcinoma (HCC) patients is mainly due to lack of early stage diagnosis, distant metastasis and high risk of postoperative recurrence. Hence ascertaining novel biomarkers for early diagnosis… read more here.
Keywords: analysis; subtype classification; gene expression; subtype ... See more keywords
Reconstruction-Assisted Feature Encoding Network for Histologic Subtype Classification of Non-Small Cell Lung Cancer
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DOI: 10.1109/jbhi.2022.3192010
Abstract: Accurate histological subtype classification between adenocarcinoma (ADC) and squamous cell carcinoma (SCC) using computed tomography (CT) images is of great importance to assist clinicians in determining treatment and therapy plans for non-small cell lung cancer… read more here.
Keywords: subtype classification; reconstruction assisted; reconstruction; cell ... See more keywords
Source-Free Domain Adaptation (SFDA) for Privacy-Preserving Seizure Subtype Classification
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DOI: 10.1109/tnsre.2023.3274563
Abstract: Electroencephalogram (EEG) based seizure subtype classification is very important in clinical diagnostics. Source-free domain adaptation (SFDA) uses a pre-trained source model, instead of the source data, for privacy-preserving transfer learning. SFDA is useful in seizure… read more here.
Keywords: seizure; privacy; source; seizure subtype ... See more keywords
Deep Learning Feature Extraction Approach for Hematopoietic Cancer Subtype Classification
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Environmental Research and Public Health"
DOI: 10.3390/ijerph18042197
Abstract: Hematopoietic cancer is a malignant transformation in immune system cells. Hematopoietic cancer is characterized by the cells that are expressed, so it is usually difficult to distinguish its heterogeneities in the hematopoiesis process. Traditional approaches… read more here.
Keywords: classification; feature; subtype classification; approach ... See more keywords