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Full-Text Articles in Medicine and Health Sciences
The Transmission Of Oropharyngeal Squamous Cell Carcinoma, Kunjal Patel, Aleesha Thomas
The Transmission Of Oropharyngeal Squamous Cell Carcinoma, Kunjal Patel, Aleesha Thomas
Mako: NSU Undergraduate Student Journal
The existence of Oropharyngeal Squamous Cell Carcinoma (OPSCC) has recently been found to have correlations with the Human Papillomavirus. HPV-associated OPSCC exhibits a unique method of infection and transmission and has made this branch an emerging disease in the recent decade. This systematic review of the literature was conducted to further explore research into Oropharyngeal Squamous Cell Cancer (OPSCC). Commonly referred to as “throat cancer”, this growth originates in the oropharynx. Symptoms of this condition include sore throat, lumps in the neck, and difficulty with swallowing. OPSCC has many variants but has shown a strong association with Human Papillomavirus (HPV), …
Targeting Strategies To Optimize The Therapeutic Potential Of Gold Compounds Against Her2-Positive Breast Cancers, Afruja Ahad
Targeting Strategies To Optimize The Therapeutic Potential Of Gold Compounds Against Her2-Positive Breast Cancers, Afruja Ahad
Dissertations, Theses, and Capstone Projects
The overexpression of HER2 accounts for 20-30% of breast cancer tumors and not only serves as a marker for poor predictive clinical outcomes but also as a target for treatment. Antibody-drug conjugates (ADCs) combine the selectivity of monoclonal antibodies (mAbs) with the efficacy of chemotherapeutic drugs to provide targeted treatment without toxicity to normal tissue. Most of the ADCs currently in the clinic for cancer chemotherapy are based on complex organic molecules. In contrast, the conjugation of metallodrugs to mAbs has been overlooked when there is enormous potential in this area with the resurgence of metal-based drugs as prospective cancer …
Machine Learning As A Tool For Early Detection: A Focus On Late-Stage Colorectal Cancer Across Socioeconomic Spectrums, Hadiza Galadima, Rexford Anson-Dwamena, Ashley Johnson, Ghalib Bello, Georges Adunlin, James Blando
Machine Learning As A Tool For Early Detection: A Focus On Late-Stage Colorectal Cancer Across Socioeconomic Spectrums, Hadiza Galadima, Rexford Anson-Dwamena, Ashley Johnson, Ghalib Bello, Georges Adunlin, James Blando
Community & Environmental Health Faculty Publications
Purpose: To assess the efficacy of various machine learning (ML) algorithms in predicting late-stage colorectal cancer (CRC) diagnoses against the backdrop of socio-economic and regional healthcare disparities. Methods: An innovative theoretical framework was developed to integrate individual- and census tract-level social determinants of health (SDOH) with sociodemographic factors. A comparative analysis of the ML models was conducted using key performance metrics such as AUC-ROC to evaluate their predictive accuracy. Spatio-temporal analysis was used to identify disparities in late-stage CRC diagnosis probabilities. Results: Gradient boosting emerged as the superior model, with the top predictors for late-stage CRC diagnosis being anatomic site, …