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Articles 1 - 7 of 7
Full-Text Articles in Medicine and Health Sciences
Artificial Image Objects For Classification Of Breast Cancer Biomarkers With Transcriptome Sequencing Data And Convolutional Neural Network Algorithms, Xiangning Chen, Daniel G. Chen, Zhongming Zhao, Justin M. Balko, Jingchun Chen
Artificial Image Objects For Classification Of Breast Cancer Biomarkers With Transcriptome Sequencing Data And Convolutional Neural Network Algorithms, Xiangning Chen, Daniel G. Chen, Zhongming Zhao, Justin M. Balko, Jingchun Chen
School of Medicine Faculty Publications
Background: Transcriptome sequencing has been broadly available in clinical studies. However, it remains a challenge to utilize these data effectively for clinical applications due to the high dimension of the data and the highly correlated expression between individual genes. Methods: We proposed a method to transform RNA sequencing data into artificial image objects (AIOs) and applied convolutional neural network (CNN) algorithms to classify these AIOs. With the AIO technique, we considered each gene as a pixel in an image and its expression level as pixel intensity. Using the GSE96058 (n = 2976), GSE81538 (n = 405), and GSE163882 (n = …
Palliative Care And Life-Sustaining/Local Procedures In Colorectal Cancer In The United States Hospitals: A Ten-Year Perspective, Zahra Mojtahedi, Ja Seol Koo, Ji Yoo, Pearl Kim, Hee-Taik Kang, Jinwook Hwang, Moon Kyung Joo, Jay J. Shen
Palliative Care And Life-Sustaining/Local Procedures In Colorectal Cancer In The United States Hospitals: A Ten-Year Perspective, Zahra Mojtahedi, Ja Seol Koo, Ji Yoo, Pearl Kim, Hee-Taik Kang, Jinwook Hwang, Moon Kyung Joo, Jay J. Shen
School of Medicine Faculty Publications
Background: In recent years, palliative care utilization has been increasing while life-sustaining/local procedures have been declining at the end of life. Palliative care utilization widely varies based on tumor type. Limited information is available on inpatient palliative care in colorectal cancer. Aims: This study investigated inpatient palliative care utilization and its association with patient demographics, hospital charges, and procedures among colorectal cancer patients admitted to US hospitals between 2008 and 2017. Receipt of life-sustaining and local procedures and surgeries were also investigated during the ten years. Methods: Data were extracted from the National inpatient sample (NIS) database containing de-identified information …
Does Low Income Effects 5-Year Mortality Of Hepatocellular Carcinoma Patients?, Dong Jun Kim, Ji Won Yoo, Jong Wha Chang, Takashi Yamashita, Eun-Cheol Park, Kyu-Tae Han, Seung Ju Kim, Sun Jung Kim
Does Low Income Effects 5-Year Mortality Of Hepatocellular Carcinoma Patients?, Dong Jun Kim, Ji Won Yoo, Jong Wha Chang, Takashi Yamashita, Eun-Cheol Park, Kyu-Tae Han, Seung Ju Kim, Sun Jung Kim
School of Medicine Faculty Publications
Background: In Korea, the universal health system offers coverage to all members of society. Despite this, it is unclear whether risk of death from hepatocellular carcinoma (HCC) varies depending on income. We evaluated the impact of low income on HCC mortality. Methods: The Korean National Health Insurance sampling cohort was used to identify new HCC cases (n = 7325) diagnosed between 2004 and 2008, and the Korean Community Health Survey data were used to investigate community-level effects. The main outcome was 5-year all-cause mortality risk, and Cox proportional hazard models were applied to investigate the individual- and community-level factors associated …
Using The Multi-Theory Model (Mtm) Of Health Behavior Change To Explain The Correlates Of Mammography Screening Among Asian American Women, Manoj Sharma, Chia-Liang Dai, Kavita Batra, Ching-Chen Chen, Jennifer R. Pharr, Courtney Coughenour, Asma Awan, Hannah Catalano
Using The Multi-Theory Model (Mtm) Of Health Behavior Change To Explain The Correlates Of Mammography Screening Among Asian American Women, Manoj Sharma, Chia-Liang Dai, Kavita Batra, Ching-Chen Chen, Jennifer R. Pharr, Courtney Coughenour, Asma Awan, Hannah Catalano
Environmental & Occupational Health Faculty Publications
Globally, breast cancer is the most common malignancy affecting women. The incidence of breast cancer has been growing among Asian American women. Mammography is a screening procedure that provides early diagnosis for the timely treatment to reduce premature mortality due to breast cancer. However, there are no national data available that summarize the rates of mammography screening among Asian American women. Some small-scale studies have reported low rates of mammography uptake among Asian American women. This cross-sectional study utilized the fourth-generation, multi-theory model (MTM) of health behavior change to explain the correlates of mammography screening among Asian American women between …
Impact Of Neoantigen Expression And T-Cell Activation On Breast Cancer Survival, Wenjing Li, Amei Amei, Francis Bui, Saba Norouzifar, Lingeng Lu, Zuoheng Wang
Impact Of Neoantigen Expression And T-Cell Activation On Breast Cancer Survival, Wenjing Li, Amei Amei, Francis Bui, Saba Norouzifar, Lingeng Lu, Zuoheng Wang
Mathematical Sciences Faculty Research
Neoantigens are derived from tumor-specific somatic mutations. Neoantigen-based syn-thesized peptides have been under clinical investigation to boost cancer immunotherapy efficacy. The promising results prompt us to further elucidate the effect of neoantigen expression on patient survival in breast cancer. We applied Kaplan–Meier survival and multivariable Cox regression models to evaluate the effect of neoantigen expression and its interaction with T-cell activation on overall survival in a cohort of 729 breast cancer patients. Pearson’s chi-squared tests were used to assess the relationships between neoantigen expression and clinical pathological variables. Spearman correlation analysis was conducted to identify correlations between neoantigen expression, mutation …
Cancer Survivorship In Hematologic Malignancies: Lifestyle Changes After Diagnosis, Pannaga Malalur, Manas Agastya, Sandhya Wahi-Gururaj, Chad L. Cross, Delva Deauna-Limayo, Edwin C. Kingsley
Cancer Survivorship In Hematologic Malignancies: Lifestyle Changes After Diagnosis, Pannaga Malalur, Manas Agastya, Sandhya Wahi-Gururaj, Chad L. Cross, Delva Deauna-Limayo, Edwin C. Kingsley
School of Medicine Faculty Publications
© 2020 The Authors. Cancer Medicine published by John Wiley & Sons Ltd. Background: Studies show that patients make lifestyle changes soon after certain solid tumor diagnoses, suggesting that this may be a teachable moment to motivate and promote healthy behaviors. There is a paucity of data regarding changes made after a diagnosis of a hematologic malignancy. Methods: A cross-sectional study of 116 patients at a community oncology center who completed anonymous questionnaires was performed. Questions addressed lifestyle choices made with respect to smoking, alcohol consumption, recreational drug use, diet, and exercise habits before and after diagnosis of a hematologic …
Comics For Pediatric Oncology Patients And Families: Education And Empowerment, Natalie Johns
Comics For Pediatric Oncology Patients And Families: Education And Empowerment, Natalie Johns
Calvert Undergraduate Research Awards
The major objective is to develop the first book of a boxed set series of comic vignettes that will serve as a clinical educational tool for pediatric patients with a recent cancer diagnosis and their caregivers. These comics are hypothesized to improve patient and family understanding of the disease, its treatment, side effects, and outcomes in an engaging and aesthetically pleasing way. The overall goals of this project are to reduce anxiety and increase health literacy in patients and their families while assisting the oncology team in providing optimal medical care, thus improving the overall quality of treatment. Comics aimed …