Digital Commons Network^™

Persistent Monitoring Of Insect-Pests On Sticky Traps Through Hierarchical Transfer Learning And Slicing-Aided Hyper Inference, Fateme Fotouhi, Kevin Menke, Aaron Prestholt, Ashish Gupta, Matthew E. Carroll, Hsin Jung Yang, Edwin J. Skidmore, Matthew O'Neal, Nirav Merchant, Sajal K. Das, Peter Kyveryga, Baskar Ganapathysubramanian, Asheesh K. Singh, Arti Singh, Soumik Sarkar

Computer Science Faculty Research & Creative Works

Introduction: Effective monitoring of insect-pests is vital for safeguarding agricultural yields and ensuring food security. Recent advances in computer vision and machine learning have opened up significant possibilities of automated persistent monitoring of insect-pests through reliable detection and counting of insects in setups such as yellow sticky traps. However, this task is fraught with complexities, encompassing challenges such as, laborious dataset annotation, recognizing small insect-pests in low-resolution or distant images, and the intricate variations across insect-pests life stages and species classes. Methods: to tackle these obstacles, this work investigates combining two solutions, Hierarchical Transfer Learning (HTL) and Slicing-Aided Hyper Inference …

Geochemical Assessment Of Mineral Sequestration Of Carbon Dioxide In The Midcontinent Rift, Alsedik Abousif, David J. Wronkiewicz, Abdelmoniem Masoud

Geosciences and Geological and Petroleum Engineering Faculty Research & Creative Works

This Study Examines The Potential Of Midcontinent Rift Rocks To Facilitate Long-Term CO2 Sequestration By Providing The Necessary Ca And Mg For Carbonate Mineralization. Surface Samples Were Collected From The Oronto And Bayfield-Jacobsville Groups Around Lake Superior And Used For Petrography And X-Ray Diffraction To Determine Their Mineral Composition. Also, X-Ray Fluorescence Was Also Used To Assess Their Bulk Chemical Composition. The Samples Were Then Exposed To CO2 And Deionized Water In Teflon-Lined Vessels At 90°C, And The Resulting Leachate Fluids Were Analyzed For The Cation Released During The Testing. SEM Microscopy Was Used To Examine The Samples For Potential …

Prediction Of Surfactant Performance From Surfactant Huff-Puff In Carbonate Reservoirs Using A Data-Driven Approach And Desktop Application Development, Y. Yao, Mingzhen Wei, Y. Cui, M. Ali, J. Leng, Y. Qiu

Geosciences and Geological and Petroleum Engineering Faculty Research & Creative Works

Surfactants have been widely used to alter the wettability of carbonate rocks from oil-wetness to water-wetness and enhanced oil recovery. One of primary methods implemented in filed applications for enhanced oil recovery is surfactant huff-puff. Currently, a large number of surfactant treatments are conducted in laboratories prior to field applications to optimize the design of surfactant huff-puff, test the performance of surfactants, and minimize failure risk. This process is time-consuming since a treatment could last from several days to more than 300 days. Moreover, a fraction of treatments could not improve oil recovery as reported in the literature. In this …

Descriptive Statistical Analysis Of Experimental Data For Wettability Alteration With Smart Water Flooding In Carbonate Reservoirs, Muhammad Ali Buriro, Mingzhen Wei, Baojun Bai, Ya Yao

Geosciences and Geological and Petroleum Engineering Faculty Research & Creative Works

Smart water flooding is a promising eco-friendly method for enhancing oil recovery in carbonate reservoirs. The optimal salinity and ionic composition of the injected water play a critical role in the success of this method. This study advances the field by employing machine learning and data analytics to streamline the determination of these critical parameters, which are traditionally reliant on time-intensive laboratory work. The primary objectives are to utilize data analytics to examine how smart water flooding influences wettability modification, identify key parameter ranges that notably alter the contact angle, and formulate guidelines and screening criteria for successful lab design. …

Lessons Learned From Laboratory Study And Field Application Of Re-Crosslinkable Preformed Particle Gels Rppg For Conformance Control In Mature Oilfields With Conduits/Fractures/Fracture-Like Channels, Baojun Bai, Thomas P. Schuman, David Smith, Tao Song

Geosciences and Geological and Petroleum Engineering Faculty Research & Creative Works

This Paper Surveys the Role of Re-Crosslink able Preformed Particle Gels (RPPG) in Addressing Conformance Challenges within Mature Oilfields. Despite Widespread Preformed Particle Gel (PPG) Application in 15,000+ Wells, their Limitations in Sealing Fractures and Conduits Prevalent in Mature Reservoirs Have Driven the Development of RPPG Formulations. Synthesized in Various Sizes from Micrometer to Millimeter Levels, These Environmentally Friendly RPPGs Are Tailored for Diverse Reservoir Conditions. Findings Showcase the Successful Laboratory-Scale Creation and Upscaling of RPPG Products, Offering Adaptability to Temperatures from 20 to 175°C, Customizable Sizes, Swelling Ratios (5 to 40 Times), and Re-Crosslinking Times Spanning Minutes to Days. …

Pattern Recognition For Wettability Alteration With Surfactants In Carbonate Reservoirs By Using Machine Learning, Y. Yao, Mingzhen Wei, M. Ali, Y. Qiu, Y. Cui, J. Leng

Geosciences and Geological and Petroleum Engineering Faculty Research & Creative Works

Surfactants Are Widely Applied Agents to Interact with the Adsorbates on Carbonate Rock Surface, Which Could Alter Wettability from Oil-Wetness to Water-Wetness and Thus Enhance Oil Recovery. Surfactant Huff-Puff is Often Conducted to Achieve Wettability Alteration and Has Been Applied under Various Conditions. Currently, Many Investigations Have Been Reported to Apply Conventional Data Analysis Methods to Analyze Different Sets of Surfactant Huff-Puff Projects. Yet the Application of Machine Learning Algorithms to Reveal the Inherent Patterns is Rarely Reported. in This Study, We Integrate Principal Component Analysis (PCA) with Hierarchical Clustering Algorithm (HCA) to Uncover the Hidden Patterns Embedded in Global …

Volo Foundation Lecture: Science, Free Speech, And Public Choice, Bret Stephens

FIU Law Review

In an era where science, free speech, and public choice clash, the historical unity between these pillars, as envisioned by America's founding fathers, is obscured. Examining Thomas Jefferson's reverence for Bacon, Locke, and Newton, reveals a past where reason and freedom intertwined. However, contemporary challenges, epitomized by the pandemic response, illustrate a divergence. Amidst censorship and expert dominance, the vital role of public scrutiny emerges. Acknowledging the fallibility of experts and embracing free speech as essential for reasoned discourse becomes imperative. To restore the balance, humility from scientific institutions, a renewed appreciation for free speech, and public courage are necessary …

"Common But Differentiated Responsibilities” In The Paris Agreement, Henrique Schneider

FIU Law Review

The Paris Agreement, adopted in 2015, epitomizes a political approach to climate action, devoid of scientific oversight at its inception. This political nature underscores its essence, emphasizing action over guaranteed results. With a foundation in "common but differentiated responsibilities" (CBDR), nations set diverse climate goals based on unique circumstances. However, this diversity complicates policy alignment and raises challenging questions, such as the feasibility of carbon border adjustments and intellectual property dilution. Analyzing CBDR within the Paris Agreement framework unveils its evolution, shaped by political negotiations and national actions. This study delves into the intricate interplay between politics, policy, and international …

An Unauthorized Renaissance? An Analysis Of Artists’ Claims For Copyright Infringement Against Ai Generated Art And Possible Defenses, Victoria Young

FIU Law Review

AI currently presents a novel issue in terms of copyright infringement, specifically AI generated art. Recently, a group of artists filed a class action lawsuit against several AI generated art companies. This comment evaluates the potential avenues the court may take. The artists allege these AI generated art companies directly infringed on their copyrighted works by making unauthorized copies of copyrighted works which they used to train their machine learning programs. A determination on whether AI generated art constitutes copyright infringement has not been made by the courts before. To bring a successful copyright infringement claim, a party must show …

Entre La Espada Y La Pared: Obstacles To U.S. Investment In Cuba, Thais Lopez

FIU Law Review

Investing in Cuba poses several obstacles to U.S. investors. Cuba’s new Law of Foreign Investment and new Constitution do not provide remedies or protections against the state’s takings of private property or imprisonment without charge. On the U.S. side, Title III of the Helms-Burton Act has made U.S. investors the most vulnerable to claims worth billions in damages under the Act.

What’S The Right Move? The Relation Between Relocating And Psychosocial Outcomes Among Latinx College Students, Lisa A. Lozano, Bianca T. Villalobos, Veronica Castro, Juventino Hernandez Rodriguez

Psychological Science Faculty Publications

The study investigated the role of relocating on the mental health, psychosocial stress, and social support of 159 first- and second-year Latinx college students. Findings revealed students who relocated for college had significantly higher self-reported sense of campus belonging, and social support compared to students who did not relocate. Implications for college readiness organizations and universities with commuter populations are discussed. Future directions to enhance the understanding of Latinx students’ transitionary experiences are also reviewed.

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El estudio investigó la importancia de la reubicación en la salud mental, el estrés psicosocial y el apoyo social de 159 estudiantes universitarios Latinxs …

A Vehicle-Bridge Interaction Model Considering Contact Patch Size And Vehicle Self-Generated Excitation – A Theoretical Study, Zhenhua Shi, Yahya M. Mohammed, Nasim Uddin, Genda Chen

Civil, Architectural and Environmental Engineering Faculty Research & Creative Works

This paper presents an improved theoretical damped single-axle vehicle-bridge dynamic interaction model to consider the effect of the contact patch size and motor-induced vehicle excitation. The contact patch issue is critical as it determines the minimum time step for simulation and maximum identifiable frequency, while the inclusion of the motor-induced vehicle excitation benefits the design of autonomous self-driven rather than towed vehicles. Estimations of the contact patch size for both the pneumatic tire and solid wheel scenarios are discussed. The contact patch responses, which degenerate into contact point responses when the contact patch size is assumed to be infinitely small, …

The Hydration, Microstructure, And Mechanical Properties Of Vaterite Calcined Clay Cement (Vc³), Yaqiang Li, Yue Li, Hongyan Ma, Jiaqi Li

Civil, Architectural and Environmental Engineering Faculty Research & Creative Works

Limestone (calcite) calcined clay cement (LC3) is a promising low-CO2 binder, but the low activity of calcite cannot compensate the reduction in clinker factor, resulting in low one-day strength and limiting its broad applications. As recent carbon capture and utilization technologies allow scalable production of vaterite, a more reactive CaCO3 polymorph, we overcome the challenge by introducing vaterite calcined clay cement (VC3), inspired by the vaterite-calcite phase change. In the present study, VC3 exhibits higher compressive strengths and faster hydration than LC3. Compared to hydrated LC3, hydrated VC3 exhibits increased amount of hemi- and mono-carboaluminate formation and decreased amount of …

Performance Of Smart Shear Keys In Concrete Bridges Under Tsunami Loading: An Experimental Study, Haibin Zhang, Xinzhe Yuan, Genda Chen, Pedro Lomonaco

Civil, Architectural and Environmental Engineering Faculty Research & Creative Works

Bridges have recently been exposed to an increasing number of natural hazards such as earthquakes and tsunamis. These extreme events have resulted in transverse offsets, overturning moments, and even dropping-off of superstructures due to their weak connection to substructures. These outcomes are potentially prevented or mitigated by developing and deploying sliding, modular, adaptive, replaceable, and two-dimensional (SMART) shear keys as fuse elements between superstructures and substructures. The novelty of SMART shear keys is to enable an adaptive control of both the force and displacement of bridges under different types of loads. In this study, the performance of SMART shear keys …

Skilled Worker Shortage Across Key Labor-Intensive Construction Trades In Union Versus Nonunion Environments, Tamima Elbashbishy, Islam H. El-Adaway

Civil, Architectural and Environmental Engineering Faculty Research & Creative Works

Skilled labor plays a crucial role in ensuring that construction projects are completed on time, within budget, and to the required standards of quality and safety. However, the construction industry has been facing a labor shortage in recent years, which poses a significant challenge to the industry's growth and sustainability. Therefore, it is important to examine the characteristics of the construction skilled labor market to understand the factors that contribute to the shortage of skilled workers and develop strategies to address the issue. This paper fills this knowledge gap. To this end, the authors (1) collected and processed project documentation …

Infusing Machine Learning And Computational Linguistics Into Clinical Notes, Funke V. Alabi, Onyeka Omose, Omotomilola Jegede

Mathematics & Statistics Faculty Publications

Entering free-form text notes into Electronic Health Records (EHR) systems takes a lot of time from clinicians. A large portion of this paper work is viewed as a burden, which cuts into the amount of time doctors spend with patients and increases the risk of burnout. We will see how machine learning and computational linguistics can be infused in the processing of taking clinical notes. We are presenting a new language modeling task that predicts the content of notes conditioned on historical data from a patient's medical record, such as patient demographics, lab results, medications, and previous notes, with the …

Understanding Primary Care Physician Perspectives On The Diagnosis And Management Of Non-Alcoholic Fatty Liver Disease: A Qualitative Study, Natalia I Heredia, Jemima C John, Sonia Singh, Jessica P Hwang, Larkin L Strong, Maya Balakrishnan, Lorna H Mcneill

Faculty, Staff and Students Publications

Primary care physicians (PCPs) are well suited to manage patients with non-alcoholic fatty liver disease (NAFLD), but the limited, existing research suggests inadequate knowledge about the natural history, diagnostic methods, and management of NAFLD. The purpose of this qualitative study is to further understand the knowledge and practices for the diagnosis and management of NAFLD among PCPs. We conducted in-depth interviews with PCPs in the Greater Houston area, addressing current clinical practices used for diagnosing and managing NAFLD, as well as the perceptions of the PCPs regarding the burden of NAFLD on patients. We recorded interviews, transcribed them, coded transcripts, …

Association Of Low Diastolic Blood Pressure With Cardiovascular Outcomes And All-Cause Mortality: A Meta-Analysis, Tariq Jamal Siddiqi, Muhammad Shariq Usman, Amna Siddiqui, Ali Salman, Nicholas Talbot, Laibah Arshad Khan, Aisha Shabbir, Michael E Hall, George E Taffet

Faculty, Staff and Students Publications

Background: Reduction of diastolic blood pressure (DBP) below 70 mmHg may decrease perfusion to the heart and worsen cardiovascular (CV) outcomes.

Aims: Explore the association between low DBP and CV outcomes.

Methods: We searched the online databases until August 2023 for studies reporting the risk of all-cause mortality (ACM) or CV outcomes in patients with low versus normal DBP (70-80mm Hg).

Results: Inclusion of 10 studies (n = 1,998,223 patients) found that a mean achieved DBP < 60 mmHg was associated with an increased risk of all-cause mortality (HR 1.48; 95 % CI [1.26-1.74]), especially in patients with pre-existing CV disease. It was also associated to a higher risk of major adverse cardiovascular events (HR 1.84; [1.28-2.65]) and myocardial infarction (HR 1.49; [1.13-1.97]). A DBP of 60-69 mmHg was associated with an increased risk of all-cause mortality (HR 1.11; [1.03-1.20]).

Conclusion: Reduction of DBP, particularly below 60 mmHg, is associated with increased risk of ACM.

Variability In Chest Radiology Interpretation Between Thoracic And Non-Thoracic Radiologists: Implications For Pulmonary Fibrosis Care, Daniel M Guidot, Danielle Seaman, Roy A Pleasants, Armando Bedoya, Robert M Tighe, Bhavika Kaul

Faculty, Staff and Students Publications

No abstract provided.

Characteristics And Contributing Factors Of Diagnostic Error In Surgery: Analysis Of Closed Medico-Legal Cases And Complaints In Canada, Janice L Kwan, Lisa A Calder, Cara L Bowman, Anna Macintyre, Richard Mimeault, Liisa Honey, Cynthia Dunn, Gary Garber, Hardeep Singh

Faculty, Staff and Students Publications

Background: Diagnostic errors lead to patient harm; however, most research has been conducted in nonsurgical disciplines. We sought to characterize diagnostic error in the pre-, intra-, and postoperative surgical phases, describe their contributing factors, and quantify their impact related to patient harm.

Methods: We performed a retrospective analysis of closed medico-legal cases and complaints using a database representing more than 95% of all Canadian physicians. We included cases if they involved a legal action or complaint that closed between 2014 and 2018 and involved a diagnostic error assigned by peer expert review to a surgeon.

Results: We identified 387 surgical …

How Users' Perceptions Of Friends' Content Influence Their "Annoyance" After Viewing Facebook Posts, Mai-Ly N Steers, Robert E Wickham, Olivia M Tabaczyk, Chelsie M Young, Michelle C Quist, Lindsey B Eikenburg, Jennifer L Bryan

Faculty, Staff and Students Publications

Social media posts may elicit strong, instantaneous feelings of irritation, or "annoyance." The current experiment investigated how participants' ratings of Facebook posts and their levels of closeness to the poster impacted these feelings. Respondents (N = 476) were asked to rate how irrelevant, inappropriate, mundane, and annoying Facebook posts from an imagined close friend, moderately close friend, and acquaintance were. A cross-classified, Bayesian structural equation model determined the unique contributions at the rater level, target level, and the distinct combination of rater and target at the within level. At the within level, results suggested irrelevance, mundaneness, and inappropriateness of posts …

Hepatocellular Carcinoma Incidence Threshold For Surveillance In Virologically Cured Hepatitis C Individuals, Jagpreet Chhatwal, Ali Hajjar, Peter P Mueller, Gizem Nemutlu, Neeti Kulkarni, Mary Linton B Peters, Fasiha Kanwal

Faculty, Staff and Students Publications

Background & aims: Guidelines recommend biannual surveillance for hepatocellular carcinoma (HCC) in hepatitis C individuals with cirrhosis if the HCC incidence rate is above 1.5 per 100 person-years (PY). However, the incidence threshold for surveillance in individuals who achieve a virologic cure is unknown. We estimated the HCC incidence rate above which routine HCC surveillance is cost-effective in this growing population of virologically cured hepatitis C individuals with cirrhosis or advanced fibrosis.

Methods: We developed a Markov-based microsimulation model of the natural history of HCC in individuals with hepatitis C who achieved virologic cure with oral direct-acting antivirals. We used …

Corrigendum: Combining Charlson Comorbidity And Vacs Indices Improves Prognostic Accuracy For All-Cause Mortality For Patients With And Without Hiv In The Veterans Health Administration, Kathleen A Mcginnis, Amy C Justice, Vincent C Marconi, Maria C Rodriguez-Barradas, Ronald G Hauser, Krisann K Oursler, Sheldon T Brown, Kendall J Bryant, Janet P Tate

Faculty, Staff and Students Publications

[This corrects the article DOI: 10.3389/fmed.2023.1342466.].

Preclinical Evaluation Of A Novel Antibiotic-Eluting Bioenvelope For Cied Infection Prevention, Zerelda Esquer Garrigos, John N Catanzaro, Daniel Deegan, Ji Zhang, M Rizwan Sohail

Faculty, Staff and Students Publications

The risk of infection remains a significant concern with cardiovascular implantable electronic devices, necessitating the development of new strategies. This study explores the efficacy of a novel antibiotic-eluting biologic envelope designed to mitigate infection risk through localized antibiotic delivery while preserving the regenerative properties of biological matrix. Antibiotics, rifampin and minocycline, are released through polymer discs, ensuring extended drug release. Utilizing an established model of infection in a New Zealand White rabbit, the study assessed performance against Gram-positive bacterial strains, including common pathogens such as Staphylococcus aureus and S. epidermidis associated with CIED infections, and Gram-negative bacterial strains. Results demonstrated …

The Influence Of Surfactants' Ionicity On The Performance Of Coal Dust Suppression, Zidong Zhao, Ping Chang, Apurna Ghosh, Guang Xu, Yanwei Liu, Ramakrishna Morla

Mining Engineering Faculty Research & Creative Works

Coal dust is a significant health hazard for coal workers, as prolonged inhalation can lead to severe diseases such as Coal Workers' Pneumoconiosis. Water spray with surfactants is commonly used as a pre-control strategy to control coal dust in underground mines. The zeta potential test is a widely used static test to evaluate surfactants with different ionicities. However, there are still some arguments about the evaluation criteria of zeta potential on surfactant performance between different researchers. Moreover, whether zeta potential can be used as an index to evaluate the surfactant suppression performance is inconclusive. To address these problems, this study …

Thinking Twice About The Cervical Mass: A Case Report Of Primary Vaginal Leiomyosarcoma And Review Of The Literature, Caroline C Davitt, Yingao Zhang, Anthony B Costales

Faculty, Staff and Students Publications

Primary vaginal leiomyosarcoma (LMS) is an unusual cause of aggressive gynecologic cancer which requires prompt surgical treatment for favorable outcomes. Definitive diagnosis and treatment render unique challenges to clinicians based on vague presentation and limited evidence for management. Here, we describe a case of vaginal LMS in a middle-aged woman with a history of cervical dysplasia found to have a proximal vaginal mass after presenting with vaginal discharge and cramping pain. The patient was diagnosed on pathologic surgical specimen and subsequently underwent definitive surgical treatment. She remains with no evidence of disease 20 months later. In our report, we emphasize …

Clinical Utility Of Plasma Microbial Cell-Free Dna Sequencing In Determining Microbiologic Etiology Of Infectious Syndromes In Solid Organ Transplant Recipients, Jesal R Shah, Muhammad Rizwan Sohail, Todd Lasco, John A Goss, Mayar Al Mohajer, Sarwat Khalil

Faculty, Staff and Students Publications

BACKGROUND: Metagenomic next-generation sequencing (mNGS) is increasingly being used for microbial detection in various infectious syndromes. However, data regarding the use of mNGS in solid organ transplant recipients (SOTR) are lacking.

OBJECTIVES: To describe and analyze real-world clinical impact of mNGS using plasma microbial cell-free DNA (mcfDNA) in SOTR.Design: Retrospectively reviewed all adult SOTR who underwent mNGS testing using plasma mcfDNA at Baylor St Luke's Medical Center from March 2017 to February 2023.

METHODS: Clinical impact (positive, neutral, and negative) was assessed using standardized objective criteria. Three Infectious Diseases physicians independently performed clinical adjudication to determine the correlation of mcfDNA …

The Impact Of The Filmarray Meningitis/Encephalitis Panel On Empiric Antibiotic Prescriptions In Patients With Suspected Community-Acquired Meningitis, Aaron Pathak, Caitlynn Pham, Sabra Shay, Todd Lasco, Mayar Al Mohajer

Faculty, Staff and Students Publications

The BioFire® FilmArray® meningitis/encephalitis (FA/ME) panel provides rapid testing for common cerebrospinal fluid pathogens. We compared empiric antibiotic utilization between patients with suspected community-acquired meningitis with and without an FA/ME panel ordered. No significant differences in antibiotic use were found.

Comparison Of Complication Types In Patients Receiving Vesicant Intravenous Antimicrobials Or Vasopressors Via Midlines And Peripherally Inserted Central Catheters, Bryan Grigg, Nishant Varghese, Christi Knapp, Sabra L Shay, Geraldine Jones, James P Herlihy, Prasad Manian, Bradley Lembcke, Mayar Al Mohajer

Faculty, Staff and Students Publications

We assessed adverse events in hospitalized patients receiving selected vesicant antibiotics or vasopressors administered through midline catheters or peripherally inserted central catheters (PICC). The rates of catheter-related bloodstream infections, thrombosis, and overall events were similar across the two groups, while occlusion was higher in the PICC group.

Detection Of Invasive Bartonella Infections With Next-Generation Sequencing Of Microbial Cell-Free Dna, Fernando H Centeno, Ahmed M Hamdi, Todd M Lasco, Mayar Al Mohajer

Faculty, Staff and Students Publications

We report 9 patients with invasive Bartonella infections, including 5 with endocarditis, who were diagnosed with microbial cell-free DNA next-generation sequencing and Bartonella serology studies. Diagnosis with plasma mcfDNA NGS enabled a faster clinical and laboratory diagnosis in 8 patients. Prompt diagnosis impacted antibiotic management in all 9 patients.