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Full-Text Articles in Diagnosis
Pca-Clf: A Classifier Of Prostate Cancer Patients Into Patients With Indolent And Aggressive Tumors Using Machine Learning, Yashwanth Karthik Kumar Mamidi, Tarun Karthik Kumar Mamidi, Md Wasi Ul Kabir, Jiande Wu, Md Tamjidul Hoque, Chindo Hicks
Pca-Clf: A Classifier Of Prostate Cancer Patients Into Patients With Indolent And Aggressive Tumors Using Machine Learning, Yashwanth Karthik Kumar Mamidi, Tarun Karthik Kumar Mamidi, Md Wasi Ul Kabir, Jiande Wu, Md Tamjidul Hoque, Chindo Hicks
School of Medicine Faculty Publications
A critical unmet medical need in prostate cancer (PCa) clinical management centers around distinguishing indolent from aggressive tumors. Traditionally, Gleason grading has been utilized for this purpose. However, tumor classification using Gleason Grade 7 is often ambiguous, as the clinical behavior of these tumors follows a variable clinical course. This study aimed to investigate the application of machine learning techniques (ML) to classify patients into indolent and aggressive PCas. We used gene expression data from The Cancer Genome Atlas and compared gene expression levels between indolent and aggressive tumors to identify features for developing and validating a range of ML …
Parents’ Perspectives On The Utility Of Genomic Sequencing In The Neonatal Intensive Care Unit, Amy A. Lemke, Michelle L. Thompson, Emily C. Gimpel, Katelyn C. Mcnamara, Carla A. Rich, Candice R. Finnila, Meagan E. Cochran, James M.J. Lawlor, Kelly M. East, Kevin M. Bowling, Donald R. Latner, Susan M. Hiatt, Michelle D. Amaral, Whitley V. Kelley, Veronica Greve, David E. Gray, Stephanie A. Felker, Hannah Meddaugh, Ashley Cannon, Amanda Luedecke, Kelly E. Jackson, Laura G. Hendon, Hillary M. Janani, Marla Johnston, Lee Ann Merin, Sarah L. Deans, Carly Tuura, Trent Hughes
Parents’ Perspectives On The Utility Of Genomic Sequencing In The Neonatal Intensive Care Unit, Amy A. Lemke, Michelle L. Thompson, Emily C. Gimpel, Katelyn C. Mcnamara, Carla A. Rich, Candice R. Finnila, Meagan E. Cochran, James M.J. Lawlor, Kelly M. East, Kevin M. Bowling, Donald R. Latner, Susan M. Hiatt, Michelle D. Amaral, Whitley V. Kelley, Veronica Greve, David E. Gray, Stephanie A. Felker, Hannah Meddaugh, Ashley Cannon, Amanda Luedecke, Kelly E. Jackson, Laura G. Hendon, Hillary M. Janani, Marla Johnston, Lee Ann Merin, Sarah L. Deans, Carly Tuura, Trent Hughes
School of Medicine Faculty Publications
Background: It is critical to understand the wide-ranging clinical and non-clinical effects of genome sequencing (GS) for parents in the NICU context. We assessed parents’ experiences with GS as a first-line diagnostic tool for infants with suspected genetic conditions in the NICU. Methods: Parents of newborns (N = 62) suspected of having a genetic condition were recruited across five hospitals in the southeast United States as part of the SouthSeq study. Semi-structured interviews (N = 78) were conducted after parents received their child’s sequencing result (positive, negative, or variants of unknown significance). Thematic analysis was performed on all interviews. Results: …
Patient Perspectives On Noninvasive Prenatal Testing Among Black Women In The United States: A Scoping Review, Shameka P. Thomas, Madison A. Keller, Tiara Ranson, Rachele E. Willard
Patient Perspectives On Noninvasive Prenatal Testing Among Black Women In The United States: A Scoping Review, Shameka P. Thomas, Madison A. Keller, Tiara Ranson, Rachele E. Willard
School of Medicine Faculty Publications
Advances in reproductive health technologies such as noninvasive prenatal testing (NIPT) are changing the landscape of prenatal care and maternal health. NIPT, made clinically available in the United States (US) in 2011, is a screening test that utilizes cell-free DNA (cfDNA) to detect for aneuploidies and genetic characteristics in fetal DNA. In September 2020, the American College of Obstetricians and Gynecologists (ACOG) recommended NIPT for all pregnant patients regardless of age or risk factors. We examined peer-reviewed, empirical studies published from January 2011 to February 2022, assessing NIPT studies with patient perspectives in the US and what is known about …
Age Based Evaluation Of Nut Aspiration Risk., Jill N D'Souza, Taher S Valika, Bharat Bhushan, Jonathan B Ida
Age Based Evaluation Of Nut Aspiration Risk., Jill N D'Souza, Taher S Valika, Bharat Bhushan, Jonathan B Ida
School of Medicine Faculty Publications
Objective: To identify an age at which initiation of whole nut into the pediatric diet could be considered safe, by evaluating the age distribution of children undergoing bronchoscopy with removal of nut or seed material from the airway. Method: A retrospective chart review over a ten-year period identifying children age 0–18 that have undergone bronchoscopy with retrieval of airway foreign bodies. A statistical analysis of demographic data was carried out to identify age distribution of aspiration events. Results: Sixty-four cases of foreign body aspiration were identified, of which 43 (67%) were of organic origin, specifically nuts. A Fisher's exact test …