A5028155676- Advanced Graph Neural Networks
- Macrophage Migration Inhibitory Factor
- Machine Learning and Algorithms
- Lung Cancer Treatments and Mutations
- Nutrition and Health in Aging
- Lung Cancer Research Studies
- Liver Disease Diagnosis and Treatment
- Cancer Genomics and Diagnostics
- GDF15 and Related Biomarkers
- Graph Theory and Algorithms
- Topic Modeling
- Natural Language Processing Techniques
- Chronic Obstructive Pulmonary Disease (COPD) Research
- Renal function and acid-base balance
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2023-2024
Amazon (United States)
2023-2024
St Vincent's Hospital Sydney
2017
Shanghai Pulmonary Hospital
2016
Tongji University
2016
Abstract EGFR T790M mutation occurs in half of non-small cell lung cancer (NSCLC) patients with acquired EGFR-TKI (TKI) resistance, based on tumor re-biopsies using an invasive clinical procedure. Here, we dynamically monitored circulating DNA (ctDNA) serial plasma samples from NSCLC receiving TKI through Droplet Digital PCR (ddPCR) method and the associations between overall survival (OS) starting initial treatment ctDNA status detected were analyzed. Among 318 patients, 117 who resistance...
Model pre-training on large text corpora has been demonstrated effective for various downstream applications in the NLP domain. In graph mining domain, a similar analogy can be drawn models graphs hope of benefiting applications, which also explored by several recent studies. However, no existing study ever investigated plus heterogeneous with abundant textual information (a.k.a. corpora) and then fine-tuning model different related schemas. To address this problem, we propose framework...
Graph machine learning (GML) is effective in many business applications. However, making GML easy to use and applicable industry applications with massive datasets remain challenging. We developed GraphStorm, which provides an end-to-end solution for scalable graph construction, model training inference. GraphStorm has the following desirable properties: (a) Easy use: it can perform construction inference just a single command; (b) Expert-friendly: contains advanced modeling techniques...
Serum macrophage inhibitory cytokine-1 (MIC-1/GDF15) concentration has been associated with colonic adenomas and carcinoma.To determine whether circulating MIC-1/GDF15 serum concentrations are higher in the presence of level decreases after excision.Patients were recruited prospectively from a single centre stratified into five groups: no polyps (NP); hyperplastic (HP); sessile serrated ademona (SSA); (AP); colorectal carcinoma (CRC). Blood samples collected immediately before 4 weeks...
Pulmonary function tests (PFTs) are an important tool for assessing pulmonary diseases, although clinicians often find it challenging to accurately evaluate the of children. We intend investigate association between serum albumin (SA) and lung among U.S. adolescents. This cross-sectional study included 3,072 adolescents (aged 12 19) from 2007 2012National Health Nutrition Examination Survey (NHANES). PFTs, including forced vital capacity (FVC)%predicted, expiratory volume in 1 s...