Pseudogene Profiling for Cancer Subtype Classification.
Sign Up to like & getrecommendations! Published in 2021 at "Methods in molecular biology"
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
Sign Up to like & getrecommendations! Published in 2017 at "Breast Cancer Research and Treatment"
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.
Sign Up to like & getrecommendations! Published in 2017 at "Cancer genetics"
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
Prediction uncertainty estimates elucidate the limitation of current NSCLC subtype classification in representing mutational heterogeneity
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DOI: 10.1038/s41598-024-57057-3
Abstract: The heterogeneous pathogenesis and treatment response of non-small cell lung cancer (NSCLC) has led clinical treatment decisions to be guided by NSCLC subtypes, with lung adenocarcinoma and lung squamous cell carcinoma being the most common… read more here.
Keywords: classification; nsclc subtype; prediction uncertainty; subtype classification ... See more keywords
A Novel Diagnostic and Subtype Classification Model Based on RNA N6-Methyladenosine Regulators for Behçet’s Uveitis
Sign Up to like & getrecommendations! Published in 2025 at "Ocular Immunology and Inflammation"
DOI: 10.1080/09273948.2025.2495073
Abstract: ABSTRACT Purpose To investigate the role of RNA N6-methyladenosine (m6A) regulators in the diagnosis and subtype classification of Behçet’s uveitis, aiming to establish a novel predictive model and explore distinct molecular patterns for personalized therapeutic… read more here.
Keywords: m6a regulators; m6a; beh uveitis; subtype classification ... See more keywords
Reconstruction-Assisted Feature Encoding Network for Histologic Subtype Classification of Non-Small Cell Lung Cancer
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal of Biomedical and Health Informatics"
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
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Neural Systems and Rehabilitation Engineering"
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
A densely connected framework for cancer subtype classification
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DOI: 10.1186/s12859-025-06230-0
Abstract: Reliable identification of cancer subtypes is crucial for devising personalized treatment strategies. Integrating multi-omics data has proven to be an effective method for analyzing cancer subtypes. By combining molecular information across various layers, a more… read more here.
Keywords: classification; cancer; subtype classification; densely connected ... See more keywords
DeepMoIC: multi-omics data integration via deep graph convolutional networks for cancer subtype classification
Sign Up to like & getrecommendations! Published in 2024 at "BMC Genomics"
DOI: 10.1186/s12864-024-11112-5
Abstract: Achieving precise cancer subtype classification is imperative for effective prognosis and treatment. Multi-omics studies, encompassing diverse data modalities, have emerged as powerful tools for unraveling the complexities of cancer. However, owing to the intricacies of… read more here.
Keywords: subtype classification; cancer; cancer subtype; multi omics ... See more keywords
Impact of confirmatory test results on subtype classification and biochemical outcome following unilateral adrenalectomy in patients with primary aldosteronism
Sign Up to like & getrecommendations! Published in 2024 at "Frontiers in Endocrinology"
DOI: 10.3389/fendo.2024.1495959
Abstract: Context Primary aldosteronism (PA) is the most common form of endocrine hypertension. According to the Endocrine Society Practice Guidelines, the diagnosis of PA requires a pathological screening test result and non-suppressible aldosterone levels during confirmatory… read more here.
Keywords: confirmatory test; test results; outcome; test ... See more keywords