Medicine and Health Sciences Commons^™

Effectiveness Of Contact-Based Strategies On Improving Mental Illness Stigma And Help-Seeking Behaviors Within Families, B. Michelle Wilks

USF Tampa Graduate Theses and Dissertations

Adolescence is a developmental period that often involves extreme physical, psychological, and emotional changes and sometimes the experience of significant personal and social challenges. In addition to these challenges, youth are trying to find their place in the world and developing their identities, which depend heavily on their relationships with others. Adolescents who struggle with their mental health and also fail to develop meaningful connections with others, tend to have poor self-esteem, self-isolate, are ostracized by others, and have a poor social self-concept, all of which are associated with poor mental health and increased risk for suicidal ideation. The impact …

Individual Behavioral Modeling Across Games Of Strategy, Logan Fields

USF Tampa Graduate Theses and Dissertations

An individual’s actions in a particular environment and with specified resources can reveal their decision-making tendencies and patterns, and by analyzing the variations in cognitive traits among individuals, it may be possible to identify trends that can foretell their future behaviors. This can be a powerful tool in various fields including cognitive modeling, player analytics, computer security, and threat detection. Collectible card games are a fruitful test space for studying cognitive differences in decision-making, as they can have clearly defined and replicable environments and large player bases. As such, in this work, I explore the potential of using two virtual …

Barriers: Location, Functionality, And Method Of Access In Childhood Pool/Spa Submersion Incidents, United States, 2000-2017, Alison Miller, Kristina R. Anderson, William D. Ramos

International Journal of Aquatic Research and Education

Drowning is a leading cause of fatality among children in the United States, and residential pools/spas currently account for as much as 80% of these submersion incidents. This study reviewed narrative case reports obtained from the United States Consumer Product Safety Commission (CPSC) to understand barrier location, type, and functionality as methods of pool/spa access for childhood submersion incidents. Retroactive analysis of 1,523 fatal and non-fatal submersion incidents among children aged 13 years old and younger was conducted using the CPSC in depth investigation dataset from 2000-2017. Narrative descriptions were coded according to the attributes of barrier location, functionality, and …

Perceived And Real Water Competency And Drowning Risk Among Adults, Teresa Stanley, Kevin Moran, Dawn Garbett, Alan Ovens

International Journal of Aquatic Research and Education

Traditionally, public understanding of drowning survival has focused on swimming capacity, often measured by how far a person can swim. With respect to the high incidence of adult drowning in high-income countries, using the more inclusive concept of water competency may yield a more comprehensive explanatory framework for understanding the reasons behind these drownings. Any competency base required to survive a drowning situation is dynamic, complex, and multi-faceted. Furthermore, perceptions of risk and capacity to cope with that risk are likely to be pivotal to the avoidance of drowning. Adults’ perceived water competence was measured against their actual water competence …

Structure Of Alpha-Synuclein Fibrils Derived From Human Lewy Body Dementia Tissue, Dhruva D Dhavale, Katherine Basore, Isabelle R Gordon, Jialu Liu, Jennifer Y O'Shea, Michael J Rau, Zachary Smith, Brock Summers, Richard J Perrin, Joel S Perlmutter, James A J Fitzpatrick, Paul T Kotzbauer, Et Al.

2020-Current year OA Pubs

The defining feature of Parkinson disease (PD) and Lewy body dementia (LBD) is the accumulation of alpha-synuclein (Asyn) fibrils in Lewy bodies and Lewy neurites. Here we develop and validate a method to amplify Asyn fibrils extracted from LBD postmortem tissue samples and use solid state nuclear magnetic resonance (SSNMR) studies to determine atomic resolution structure. Amplified LBD Asyn fibrils comprise a mixture of single protofilament and two protofilament fibrils with very low twist. The protofilament fold is highly similar to the fold determined by a recent cryo-electron microscopy study for a minority population of twisted single protofilament fibrils extracted …

Arch: Improving The Performance Of Clonal Hematopoiesis Variant Calling And Interpretation, Irenaeus C C Chan, Alex Panchot, Evelyn Schmidt, Brian J Wiley, Jie Liu, Kimberly Turner, Duc Tran, J Scott Beeler, Armel Landry Batchi-Bouyou, Daniel C Link, Kelly L Bolton, Et Al.

2020-Current year OA Pubs

MOTIVATION: The acquisition of somatic mutations in hematopoietic stem and progenitor stem cells with resultant clonal expansion, termed clonal hematopoiesis (CH), is associated with increased risk of hematologic malignancies and other adverse outcomes. CH is generally present at low allelic fractions, but clonal expansion and acquisition of additional mutations leads to hematologic cancers in a small proportion of individuals. With high depth and high sensitivity sequencing, CH can be detected in most adults and its clonal trajectory mapped over time. However, accurate CH variant calling is challenging due to the difficulty in distinguishing low frequency CH mutations from sequencing artifacts. …

High Dietary Folic Acid Supplementation Reduced The Composition Of Fatty Acids And Amino Acids In Fortified Eggs, Ao-Chuan Yu, Yu-Han Deng, Cheng Long, Xi-Hui Sheng, Xiang-Guo Wang, Long-Fei Xiao, Xue-Ze Lv, Xiang-Ning Chen, Li Chen, Xiao-Long Qi

Faculty, Staff and Student Publications

AIMS: The study aimed to evaluate the effects of dietary folic acid (FA) on the production performance of laying hens, egg quality, and the nutritional differences between eggs fortified with FA and ordinary eggs.

METHODS: A total of 288 26-week-old Hy-Line Brown laying hens (initial body weights 1.65 ± 0.10 kg) with a similar weight and genetic background were used. A completely randomized design divided the birds into a control group and three treatment groups. Each group consisted of six replicates, with twelve chickens per replicate. Initially, all birds were fed a basal diet for 1 week. Subsequently, they were …

Activation Of Endogenous Retroviruses And Induction Of Viral Mimicry By Mek1/2 Inhibition In Pancreatic Cancer, Alice Cortesi, Francesco Gandolfi, Fabiana Arco, Pierluigi Di Chiaro, Emanuele Valli, Sara Polletti, Roberta Noberini, Francesco Gualdrini, Sergio Attanasio, Francesca Citron, I-Lin Ho, Rutvi Shah, Er-Yen Yen, Mara Cetty Spinella, Simona Ronzoni, Simona Rodighiero, Nico Mitro, Tiziana Bonaldi, Serena Ghisletti, Silvia Monticelli, Andrea Viale, Giuseppe Riccardo Diaferia, Gioacchino Natoli

Faculty, Staff and Student Publications

While pancreatic ductal adenocarcinomas (PDACs) are addicted to KRAS-activating mutations, inhibitors of downstream KRAS effectors, such as the MEK1/2 kinase inhibitor trametinib, are devoid of therapeutic effects. However, the extensive rewiring of regulatory circuits driven by the attenuation of the KRAS pathway may induce vulnerabilities of therapeutic relevance. An in-depth molecular analysis of the transcriptional and epigenomic alterations occurring in PDAC cells in the initial hours after MEK1/2 inhibition by trametinib unveiled the induction of endogenous retroviruses (ERVs) escaping epigenetic silencing, leading to the production of double-stranded RNAs and the increased expression of interferon (IFN) genes. We tracked ERV activation …

Neonatal Autonomic Regulation As A Predictor Of Autism Symptoms In Very Preterm Infants, Jessica Bradshaw, Christian O'Reilly, Kayla C. Everhart Phd, Rn, Elizabeth Dixon, Amy Vinyard, Abbas Tavakoli Drph, Robin Dail Phd, Rn, Faan

Publications

No abstract provided.

Neonatal Autonomic Regulation As A Predictor Of Autism Spectrum Disorder In Very Preterm Infants, Jessica Bradshaw, Christian O'Reilly, Kayla C. Everhart, Elizabeth Dixon, Amy Vinyard, Abbas Tavakoli Drph, Robin B. Dail

Publications

Infants born preterm are at a significantly higher likelihood of having autism spectrum disorder (ASD), with reports of a 10-fold increase in the rate of ASD for very preterm infants (VPT, born <32 weeks gestation) [1] and a 20-fold increase for extremely preterm infants (born <28 weeks gestation) [2]. Yet, the etiological link between preterm birth and ASD remains unknown. Preterm birth and ASD are both associated with neurological differences, notably autonomic nervous system (ANS) dysfunction. ANS dysfunction can be measured using abnormal heart rate characteristics (HRCs) and thermal gradients (TGs), and previous research has linked ANS dysfunction to neurodevelopmental impairment and autism-specific outcomes. …

Non-Thermal Plasma Reduces Hsv-1 Infection Of And Replication In Hacat Keratinocytes In Vitro, Julia Sutter, Jascha Brettschneider, Brian Wigdahl, Peter Bruggeman, Fred Krebs, Vandana Miller

Kimmel Cancer Center Faculty Papers

Herpes simplex virus type 1 (HSV-1) is a lifelong pathogen characterized by asymptomatic latent infection in the trigeminal ganglia (TG), with periodic outbreaks of cold sores caused by virus reactivation in the TG and subsequent replication in the oral mucosa. While antiviral therapies can provide relief from cold sores, they are unable to eliminate HSV-1. We provide experimental results that highlight non-thermal plasma (NTP) as a new alternative therapy for HSV-1 infection that would resolve cold sores faster and reduce the establishment of latent infection in the TG. Additionally, this study is the first to explore the use of NTP …

Wedge Shaped Decompression To Remove Ear Cartilage For A Patient With An Ear Intradermal Nevi, Qi-Chao Jian, Xi-Dan Xu, Meng-Yao Hu, Chen Zheng

Faculty, Staff and Student Publications

No abstract provided.

Devimistat Plus Chemotherapy Vs Chemotherapy Alone For Older Relapsed Or Refractory Patients With Aml: Results Of The Armada Trial, Timothy Pardee, Bayard Powell, Richard Larson, Joseph Maly, Michael Keng, Matthew Foster, Eun-Ji Choi, Heinz Sill, Thomas Cluzeau, Deepa Jeyakumar, Olga Frankfurt, Prapti Patel, Michael Schuster, Elisabeth Koller, Regis Costello, Uwe Platzbecker, Pau Montesinos, Susana Vives, Aziz Nazha, Rachel Cook, Carlos Vigil-Gonzales, Sylvain Chantepie, Sanjeev Luther, Jorge Cortes

Department of Medical Oncology Faculty Papers

Acute myeloid leukemia (AML) is an aggressive cancer of the myeloid lineage. Outcomes in older patients are poor, with high rates of resistant and relapsed disease. Devimistat is a lipoic acid analog that inhibits mitochondrial metabolism. Devimistat combined with high-dose cytarabine and mitoxantrone resulted in promising phase 1 and 2 response rates especially in older patients. Therefore, the phase 3 ARMADA 2000 trial was conducted in patients aged ≥50 years with relapsed or refractory AML. The study randomized patients between devimistat combined with high-dose cytarabine and mitoxantrone (CHAM) or 1 of 3 control treatment regimens without devimistat: high-dose cytarabine and …

Visual Analysis Of Bone Malignancies Immunotherapy: A Bibliometric Analysis From 2010 To 2023, Kaiyu Shen, Liu Yang, Shuaiyi Ke, Wencang Gao

Faculty, Staff and Student Publications

Background: Bone malignancies (BM), including osteosarcoma, Ewing's sarcoma, chondrosarcoma, and chordoma, are characterized by high rates of recurrence and mortality, despite the availability of diverse treatment approaches. Immunotherapy has gained increasing importance in cancer treatment. However, there is a lack of comprehensive studies that utilize bibliometric analysis to explore immunotherapy for BM.

Methods: A literature search of English studies on BM and immunotherapy from 2010 to 2023 was conducted in the Web of Science Core Collection database. Bibliometric analysis tools such as VOSviewer, CiteSpace, and R Studio were utilized to examine global trends and research hotspots in this field.

Results: …

Pre-Covid-19 Hospital Quality And Hospital Response To Covid-19: Examining Associations Between Risk-Adjusted Mortality For Patients Hospitalised With Covid-19 And Pre-Covid-19 Hospital Quality, Doris Peter, Shu-Xia Li, Yongfei Wang, Jing Zhang, Jacqueline Grady, Kerry Mcdowell, Erica Norton, Zhenqiu Lin, Susannah Bernheim, Arjun K Venkatesh, Lee A Fleisher, Michelle Schreiber, Lisa G Suter, Elizabeth W Triche

Faculty, Staff and Student Publications

OBJECTIVES: The extent to which care quality influenced outcomes for patients hospitalised with COVID-19 is unknown. Our objective was to determine if prepandemic hospital quality is associated with mortality among Medicare patients hospitalised with COVID-19.

DESIGN: This is a retrospective observational study. We calculated hospital-level risk-standardised in-hospital and 30-day mortality rates (risk-standardised mortality rates, RSMRs) for patients hospitalised with COVID-19, and correlation coefficients between RSMRs and pre-COVID-19 hospital quality, overall and stratified by hospital characteristics.

SETTING: Short-term acute care hospitals and critical access hospitals in the USA.

PARTICIPANTS: Hospitalised Medicare beneficiaries (Fee-For-Service and Medicare Advantage) age 65 and older hospitalised …

Ndrgs In Breast Cancer: A Review And In Silico Analysis, Emilly S Villodre, Anh P N Nguyen, Bisrat G Debeb

Faculty, Staff and Student Publications

Simple Summary

Breast cancer is the most common cancer in women and one of the deadliest. While survival rates for patients with breast cancer have seen notable improvements in recent decades, current treatment strategies still face significant limitations, especially for patients with aggressive, therapy-resistant, and metastatic breast cancers. For this reason, it is important to identify new targets in order to develop more effective therapeutic strategies. The N-myc downstream regulated gene family (NDRGs), comprising NDRG1, NDRG2, NDRG3, and NDRG4, has been previously described as tumor suppressors. However, recent findings challenge this perception, particularly for NDRG1, …

Regional Analysis To Delineate Intrasample Heterogeneity With Regionalst, Yue Lyu, Chong Wu, Wei Sun, Ziyi Li

Faculty, Staff and Student Publications

MOTIVATION: Spatial transcriptomics has greatly contributed to our understanding of spatial and intra-sample heterogeneity, which could be crucial for deciphering the molecular basis of human diseases. Intra-tumor heterogeneity, e.g. may be associated with cancer treatment responses. However, the lack of computational tools for exploiting cross-regional information and the limited spatial resolution of current technologies present major obstacles to elucidating tissue heterogeneity.

RESULTS: To address these challenges, we introduce RegionalST, an efficient computational method that enables users to quantify cell type mixture and interactions, identify sub-regions of interest, and perform cross-region cell type-specific differential analysis for the first time. Our simulations …

Buck's Traction Video Creation For Promoting Optimal Care Of The Femur Fracture Patient, Michele Adzema Bsn, Rn, Cmsrn, Chelsy Bechtold Adn, Rn, Lauren Curcio Bsn, Rn, Gero-Bc, Brandon Haeseler Bsn, Rn

Patient Care Services / Nursing

No abstract provided.

Dissection, Histological Processing, And Gene Expression Analysis Of Murine Supraclavicular Brown Adipose Tissue, Mark G Waterstraat, Ziyi Wang, Mari Kogiso, Rommel Caballero-Juarez, Miao-Hsueh Chen

Children’s Nutrition Research Center Staff Publications

Brown adipose tissue (BAT)-mediated thermogenesis plays an important role in the regulation of metabolism, and its morphology and function can be greatly impacted by environmental stimuli in mice and humans. Currently, murine interscapular BAT (iBAT), which is located between two scapulae in the upper dorsal flank of mice, is the main BAT depot used by research laboratories to study BAT function. Recently, a few previously unknown BAT depots were identified in mice, including one analogous to human supraclavicular brown adipose tissue. Unlike iBAT, murine supraclavicular brown adipose tissue (scBAT) is situated in the intermediate layer of the neck and thus …

Gut Microbiota And Blood Metabolites Related To Fiber Intake And Type 2 Diabetes, Zheng Wang, Brandilyn A Peters, Bing Yu, Megan L Grove, Tao Wang, Xiaonan Xue, Bharat Thyagarajan, Martha L Daviglus, Eric Boerwinkle, Gang Hu, Yasmin Mossavar-Rahmani, Carmen R Isasi, Rob Knight, Robert D Burk, Robert C Kaplan, Qibin Qi

Faculty, Staff and Student Publications

BACKGROUND: Consistent evidence suggests diabetes-protective effects of dietary fiber intake. However, the underlying mechanisms, particularly the role of gut microbiota and host circulating metabolites, are not fully understood. We aimed to investigate gut microbiota and circulating metabolites associated with dietary fiber intake and their relationships with type 2 diabetes (T2D).

METHODS: This study included up to 11 394 participants from the HCHS/SOL (Hispanic Community Health Study/Study of Latinos). Diet was assessed with two 24-hour dietary recalls at baseline. We examined associations of dietary fiber intake with gut microbiome measured by shotgun metagenomics (350 species/85 genera and 1958 enzymes; n=2992 at …

Admix-Kit: An Integrated Toolkit And Pipeline For Genetic Analyses Of Admixed Populations, Kangcheng Hou, Stephanie Gogarten, Joohyun Kim, Xing Hua, Julie-Alexia Dias, Quan Sun, Ying Wang, Taotao Tan, Elizabeth G Atkinson, Alicia Martin, Jonathan Shortt, Jibril Hirbo, Yun Li, Bogdan Pasaniuc, Haoyu Zhang

Faculty, Staff and Students Publications

SUMMARY: Admixed populations, with their unique and diverse genetic backgrounds, are often underrepresented in genetic studies. This oversight not only limits our understanding but also exacerbates existing health disparities. One major barrier has been the lack of efficient tools tailored for the special challenges of genetic studies of admixed populations. Here, we present admix-kit, an integrated toolkit and pipeline for genetic analyses of admixed populations. Admix-kit implements a suite of methods to facilitate genotype and phenotype simulation, association testing, genetic architecture inference, and polygenic scoring in admixed populations.

AVAILABILITY AND IMPLEMENTATION: Admix-kit package is open-source and available at https://github.com/KangchengHou/admix-kit. …

Challenges And Considerations Of Preclinical Development For Ipsc-Based Myogenic Cell Therapy, Congshan Sun, Carlo Serra, Brianna Harley Kalicharan, Jeffrey Harding, Mahendra Rao

Faculty, Staff and Students Publications

Cell therapies derived from induced pluripotent stem cells (iPSCs) offer a promising avenue in the field of regenerative medicine due to iPSCs' expandability, immune compatibility, and pluripotent potential. An increasing number of preclinical and clinical trials have been carried out, exploring the application of iPSC-based therapies for challenging diseases, such as muscular dystrophies. The unique syncytial nature of skeletal muscle allows stem/progenitor cells to integrate, forming new myonuclei and restoring the expression of genes affected by myopathies. This characteristic makes genome-editing techniques especially attractive in these therapies. With genetic modification and iPSC lineage specification methodologies, immune-compatible healthy iPSC-derived muscle cells …

Dissection, Histological Processing, And Gene Expression Analysis Of Murine Supraclavicular Brown Adipose Tissuejove: Peer Reviewed Scientific Video Journal Article Protocols, Mark G Waterstraat, Ziyi Wang, Mari Kogiso, Rommel Caballero-Juarez, Miao-Hsueh Chen

Faculty, Staff and Students Publications

Brown adipose tissue (BAT)-mediated thermogenesis plays an important role in the regulation of metabolism, and its morphology and function can be greatly impacted by environmental stimuli in mice and humans. Currently, murine interscapular BAT (iBAT), which is located between two scapulae in the upper dorsal flank of mice, is the main BAT depot used by research laboratories to study BAT function. Recently, a few previously unknown BAT depots were identified in mice, including one analogous to human supraclavicular brown adipose tissue. Unlike iBAT, murine supraclavicular brown adipose tissue (scBAT) is situated in the intermediate layer of the neck and thus …

Atrial Fibrillation Symptom Reduction And Improved Quality Of Life Following The Hybrid Convergent Procedure: A Converge Trial Subanalysis., Jaswinder Gill, Karl J Crossen, Christopher Blauth, Faraz Kerendi, Saumil R Oza, Anthony R Magnano, Mark A Mostovych, Michael E Halkos, David Tschopp, Jose Osorio, Paul Tabereaux, William Boedefeld, Kenneth Civello, Syed Ahsan, John Yap, Sreedhar Billakanty, Steve Duff, Otto Costantini, Eric Espinal, Andy Kiser, Christian Shults, David Pederson, James Garrison, David M Gilligan, Michael G Link, Marcin Kowalski, Christopher Stees, Jason S Sperling, Israel Jacobowitz, Felix Yang, Yisachar J Greenberg, David B De Lurgio

Heart and Vascular Articles

BACKGROUND: CONVERGE was a prospective, multicenter, randomized controlled trial that evaluated the safety of Hybrid Atrial Fibrillation Convergent (HC) and compared its effectiveness to endocardial catheter ablation (CA) for the treatment of persistent atrial fibrillation (PersAF) and longstanding PersAF (LSPAF). In 2020, we reported that CONVERGE met its primary safety and effectiveness endpoints. The primary objective of the present study is to report CONVERGE trial results for quality of life (QOL) and Class I/III anti-arrhythmic drug (AAD) utilization following HC.

METHODS: Eligible patients had drug-refractory symptomatic PersAF or LSPAF and a left atrium diameter ≤6.0 cm. Enrolled patients were randomized …

How Does Rest Interval Duration Affect Performance? An Experiment On High-Intensity Sprint Exercises, İbrahim Orkun Akcan, Cengiz Ölmez

Baltic Journal of Health and Physical Activity

Introduction: The purpose of this study was to examine the effects of interval and high-intensity sprint training (RST) with different rest intervals on the respiratory function, aerobic and anaerobic power. (2) Materials and Methods: The study involved the voluntary participation of 20 male participants. The participants were divided into two groups: 2IRG (2-minute rest between repeated sprints) and 4IRG (4-minute rest between repeated sprints). The changes in the respiratory function, aerobic, and anaerobic power parameters were examined in the 2IRG and 4IRG athletes who performed two training sessions per week for 4 weeks. (3) Results: The findings indicated that there …

The Effects Of Complex Elastic Band Training On Physical Fitness Components In Junior Female Handball Players, Mehrez Hammami, Ryland Morgans, Piotr Zmijewski

Baltic Journal of Health and Physical Activity

Introduction: The aim of this study was to examine the effects of a 10-week complex elastic band training (CEBT) program on athletic performance in junior female handball players. Methods: Participants (16.2 ± 0.5 years) were randomly assigned to an intervention group (IG; n = 16) or control group (CG; n = 14). The IG group performed CEBT twice a week during the 10-week intervention, which included eight 35-minute sessions, progressing in number of sets and band resistance for each specific exercise. The CG maintained regular in-season training. The modified T-test (T-half), squat jump (SJ), countermovement jump (CMJ), standing long jump …

The Significance Of Using Digital Story-Telling For Enhancing English Oral Communication Skills Among Media Students At Al- Quds Open University, Murad A. Ahmed Tamimi

Middle East Journal of Communication Studies

Due to issues including uninspired teaching techniques and language anxiety, students at Al-Quds Open University, particularly those enrolled in the media major, experience difficulties in establishing strong oral communication skills in a multicultural context. A potential remedy is digital story-telling, which uses multimedia to craft captivating stories that appeal to students who are accustomed to using digital devices. This study evaluated how digital story-telling improved media students' spoken English communication abilities in the second semester of the 2023–2024 academic year. Incorporating motifs from the current Tufan al-Aqsa conflict, the study sought to offer stimulating and culturally appropriate educational opportunities. Twenty-seven …

Interest In An Instagram-Delivered Gestational Weight Gain Intervention Among Pregnant Women With Pre-Pregnancy Overweight Or Obesity, Molly E. Waring, Danielle Arigo, Lauren R. Rudin, Sherry L. Pogoto, Tiffany A. Moore Simas, Alexa B. Horkachuck

College of Science & Mathematics Departmental Research

Background: Barriers to attending in-person lifestyle interventions are common during pregnancy. The majority of young adults use Instagram, and pregnancy-related content abounds on this social media platform. The aims of this study were to assess interest in an Instagram-delivered gestational weight gain (GWG) intervention, examine characteristics associated with program interest, describe interest in specific program components, and to explore perceived advantages of and concerns about the proposed intervention. Methods: English-speaking pregnant women with pre-pregnancy overweight or obesity in the US who use Instagram completed a cross-sectional online survey (N=229). Participants reported interest in a proposed Instagram-delivered GWG intervention (very/quite a …

Sans-Cnn: An Automated Machine Learning Technique For Spaceflight Associated Neuro-Ocular Syndrome With Astronaut Imaging Data, Sharif Amit Kamran, Khondker Fariha Hossain, Joshua Ong, Nasif Zaman, Ethan Waisberg, Phani Paladugu, Andrew Lee, Alireza Tavakkoli

SKMC Student Presentations and Publications

Spaceflight associated neuro-ocular syndrome (SANS) is one of the largest physiologic barriers to spaceflight and requires evaluation and mitigation for future planetary missions. As the spaceflight environment is a clinically limited environment, the purpose of this research is to provide automated, early detection and prognosis of SANS with a machine learning model trained and validated on astronaut SANS optical coherence tomography (OCT) images. In this study, we present a lightweight convolutional neural network (CNN) incorporating an EfficientNet encoder for detecting SANS from OCT images titled "SANS-CNN." We used 6303 OCT B-scan images for training/validation (80%/20% split) and 945 for testing …

A Gateway To Next-Generation Patient Monitoring System, Kishore Kumar Kadari

USF Tampa Graduate Theses and Dissertations

Healthcare patient monitoring is undergoing a significant digital transformation, and the integration of Cyber-Physical Systems (CPS) and Artificial Intelligence (AI) is becoming increasingly crucial in reshaping patient care. In an era where digital technology is revolutionizing medical practices, this research aims to take a leading role in advancing a fundamental aspect of predictive and sustainable healthcare practices, enhancing patient outcomes and uplifting the practice of medicine.

This research focuses on the study of Digital Twins for precision health, which are designed to monitor and provide intricate, personalized feedback dynamically during a patient's healthcare experience. The architecture of the system is …