Digital Commons Network^™

Understanding The Mechanism Of Deep Learning Frameworks In Lesion Detection For Pathological Images With Breast Cancer, Wei-Wen Hsu, Chung-Hao Chen, Chang Hao, Yu-Ling Hou, Xiang Gao, Yun Shao, Xueli Zhang, Jingjing Wang, Tao He, Yanhong Tai

Electrical & Computer Engineering Faculty Publications

With the advances of scanning sensors and deep learning algorithms, computational pathology has drawn much attention in recent years and started to play an important role in the clinical workflow. Computer-aided detection (CADe) systems have been developed to assist pathologists in slide assessment, increasing diagnosis efficiency and reducing misdetections. In this study, we conducted four experiments to demonstrate that the features learned by deep learning models are interpretable from a pathological perspective. In addition, classifiers such as the support vector machine (SVM) and random forests (RF) were used in experiments to replace the fully connected layers and decompose the end-to-end …

Is Breast Conservation Superior To Mastectomy In Early Stage Triple Negative Breast Cancer?, Joseph Panoff

All Publications

Purpose: Compare overall survival (OS) and breast cancer-specific survival (BCSS) outcomes of breast conservative therapy (BCT) and mastectomy in a large cohort of patients with early-stage triple negative breast cancer (TNBC), using a propensity score-based matching approach.

Methods: Surveillance, Epidemiology, and End Results (SEER) database was used to study the role of RT in early stage TNBC. Primary end points were OS and BCSS. Cox proportional hazard regression models and Kaplan-Meier plots were used to generate the desired outcomes. Propensity score matching was done to minimize bias.

Results: 12,761 patients with T1-2N0M0 TNBC as their first malignancy were retrieved. Of …

Theatre & Dance 2022 Apr Self-Study & Documents, Unm

UNM Academic Program Review

UNM Theatre & Dance APR self-study report, review team report, response to review report, and initial action plan for Spring 2022, fulfilling requirements of the Higher Learning Commission.

Lessons To Build An Educational Model For Higher Education Institutions Defined As Anchor Institutions To Tackle Public Health Crises: A Pilot Study On Covid-19 Vaccine Hesitancy Among Faculty And Students In Herbert L. College In The Bronx, Ny, Maria-Isabel Roldos, Katherine Burt, Jacob Eubank

Publications and Research

Coronavirus disease 2019 exacerbated health inequities in Bronx Communities. This study explored vaccine hesitancy among a random sample of faculty and students from Herbert Lehman College. Findings suggest faculty are largely vaccinated (87%), while 59% of students are unvaccinated. Significant gaps in information were found related to safety and complications. This suggests universities need to adopt an educational model with a multipronged social support strategy to gain students’ trust and a greater sense of belonging.

Stigma Towards Offenders Diagnosed With Mental Illness, Christina N. Yocca

Student Theses

Mental health stigma is a key factor to what makes members of the community who are diagnosed with mental illness feel like outcasts to the “normal” population. This study investigated the relationship between right-winged beliefs and offenders diagnosed with mental illness. Sigma as it relates to mental health, offenders, and right-winged beliefs have been studied separately before, but there is a lack of information on the stigma that the public has towards offenders who struggle with their mental health and the possible predictors of stigma towards this group. Overall, this study aimed to further research in the intersectionality of stigmatized …

Predicting Duration Of Outpatient Physical Therapy Episodes For Individuals With Spinal Cord Injury Based On Locomotor Training Strategy, Mauricio Garnier-Villarreal, Daniel Pinto, Chaithanya K. Mummidisetty, Arun Jayaraman, Candy Tefertiller, Susan Charlifue, Heather B. Tayler, Shuo-Hsiu Chang, Nicholas Mccombs, Catherine L. Furbish, Edelle C. Field-Fote, Allen W. Heinemann

Physical Therapy Faculty Research and Publications

Objective

To characterize individuals with spinal cord injuries (SCI) who use outpatient physical therapy or community wellness services for locomotor training and predict the duration of services, controlling for demographic, injury, quality of life, and service and financial characteristics. We explore how the duration of services is related to locomotor strategy.

Design

Observational study of participants at 4 SCI Model Systems centers with survival. Weibull regression model to predict the duration of services.

Setting

Rehabilitation and community wellness facilities at 4 SCI Model Systems centers.

Participants

Eligibility criteria were SCI or dysfunction resulting in motor impairment and the use of …

Foxo1 Represses Sprouty 2 And Sprouty 4 Expression To Promote Arterial Specification And Vascular Remodeling In The Mouse Yolk Sac, Nanbing Li-Villarreal, Rebecca Lee Yean Wong, Monica D Garcia, Ryan S Udan, Ross A Poché, Tara L Rasmussen, Alexander M Rhyner, Joshua D Wythe, Mary E Dickinson

Faculty, Staff and Students Publications

Establishing a functional circulatory system is required for post-implantation development during murine embryogenesis. Previous studies in loss-of-function mouse models showed that FOXO1, a Forkhead family transcription factor, is required for yolk sac (YS) vascular remodeling and survival beyond embryonic day (E) 11. Here, we demonstrate that at E8.25, loss of Foxo1 in Tie2-cre expressing cells resulted in increased sprouty 2 (Spry2) and Spry4 expression, reduced arterial gene expression and reduced Kdr (also known as Vegfr2 and Flk1) transcripts without affecting overall endothelial cell identity, survival or proliferation. Using a Dll4-BAC-nlacZ reporter line, we found that one of the earliest expressed …

Targeting Calcium-Mediated Inter-Organellar Crosstalk In Cardiac Diseases, Mohit M Hulsurkar, Satadru K Lahiri, Jason Karch, Meng C Wang, Xander H T Wehrens

Faculty, Staff and Students Publications

INTRODUCTION: Abnormal calcium signaling between organelles such as the sarcoplasmic reticulum (SR), mitochondria and lysosomes is a key feature of heart diseases. Calcium serves as a secondary messenger mediating inter-organellar crosstalk, essential for maintaining the cardiomyocyte function.

AREAS COVERED: This article examines the available literature related to calcium channels and transporters involved in inter-organellar calcium signaling. The SR calcium-release channels ryanodine receptor type-2 (RyR2) and inositol 1,4,5-trisphosphate receptor (IP

EXPERT OPINION: Enhanced SR calcium release via RyR2 and reduced SR reuptake via SERCA2a, increased VDAC and MCUC-mediated calcium uptake into mitochondria, and enhanced lysosomal calcium-release via lysosomal TPC and TRPML …

Perturbed Hematopoiesis In Individuals With Germline Dnmt3a Overgrowth Tatton-Brown-Rahman Syndrome, Ayala Tovy, Carina Rosas, Amos S Gaikwad, Geraldo Medrano, Linda Zhang, Jaime M Reyes, Yung-Hsin Huang, Tastuhiko Arakawa, Kristen Kurtz, Shannon E Conneely, Anna G Guzman, Rogelio Aguilar, Anne Gao, Chun-Wei Chen, Jean J Kim, Melissa T Carter, Amaia Lasa-Aranzasti, Irene Valenzuela, Lionel Van Maldergem, Lorenzo Brunetti, M John Hicks, Andrea N Marcogliese, Margaret A Goodell, Rachel E Rau

Faculty, Staff and Students Publications

Tatton-Brown-Rahman syndrome (TBRS) is an overgrowth disorder caused by germline heterozygous mutations in the DNA methyltransferase DNMT3A. DNMT3A is a critical regulator of hematopoietic stem cell (HSC) differentiation and somatic DNMT3A mutations are frequent in hematologic malignancies and clonal hematopoiesis. Yet, the impact of constitutive DNMT3A mutation on hematopoiesis in TBRS is undefined. In order to establish how constitutive mutation of DNMT3A impacts blood development in TBRS we gathered clinical data and analyzed blood parameters in 18 individuals with TBRS. We also determined the distribution of major peripheral blood cell lineages by flow cytometric analyses. Our analyses revealed non-anemic macrocytosis, …

Severe, Refractory Insulin Edema With Cardiopulmonary Congestion Requiring Multiple Treatment Modalities In An Adolescent With Known Type 1 Diabetes, Meghan E. Pauley, Suyuan Tan, Gita Sikand, Erin C. Cobry

Student Publications

No abstract provided.

Clinical Presentation, Treatment, And Genetic And Histopathological Analysis Of Juvenile Cataracts And Secondary Glaucoma In A Rhesus Macaque (Macaca Mulatta), M Isabel Casanova, Rui Chen, Laura M Garzel, Katherine J Olstad, Soohyun Kim, Ronald Alan Harris, Yumei Li, Muthuswamy Raveendran, Qingnan Liang, Jun Wang, Glenn Yiu, John Timothy Stout, Jeffrey A Roberts, Jeffrey Rogers, Ala Moshiri, Sara M Thomasy

Faculty, Staff and Students Publications

This report describes the clinical and histological findings, genetic study, and treatment in a 1.3-year-old rhesus macaque with bilateral cataracts and unilateral secondary glaucoma. Intravitreal injection of gentamicin decreased the intraocular pressure from 56 to <2 mm Hg. A putative genetic cause of the cataracts was not identified.

Vestibular Rehabilitation For Peripheral Vestibular Hypofunction: An Updated Clinical Practice Guideline From The Academy Of Neurologic Physical Therapy Of The American Physical Therapy Association, Courtney D Hall, Susan J Herdman, Susan L Whitney, Eric R Anson, Wendy J Carender, Carrie W Hoppes, Stephen P Cass, Jennifer B Christy, Helen S Cohen, Terry D Fife, Joseph M Furman, Neil T Shepard, Richard A Clendaniel, J Donald Dishman, Joel A Goebel, Dara Meldrum, Cynthia Ryan, Richard L Wallace, Nakia J Woodward

Faculty, Staff and Students Publications

BACKGROUND: Uncompensated vestibular hypofunction can result in symptoms of dizziness, imbalance, and/or oscillopsia, gaze and gait instability, and impaired navigation and spatial orientation; thus, may negatively impact an individual's quality of life, ability to perform activities of daily living, drive, and work. It is estimated that one-third of adults in the United States have vestibular dysfunction and the incidence increases with age. There is strong evidence supporting vestibular physical therapy for reducing symptoms, improving gaze and postural stability, and improving function in individuals with vestibular hypofunction. The purpose of this revised clinical practice guideline is to improve quality of care …

Evaluating Climatic Influences On The Technical Performance Of Built Infrastructure Assets, Sarah L. Brown, Steven J. Schuldt, Michael N. Grussing, Michael A. Johnson, Justin D. Delorit

Faculty Publications

Asset performance evaluations serve as a benchmark that can be used to make asset manufacturer selection decisions, i.e., choosing the brand of manufacturer that provides the highest performance among all brand competitors. Understanding the environmental conditions to which assets are subjected provides facility managers another data point to understand asset performance. This research builds upon a previously published performance-based manufacturer selection metric by investigating the linkage between asset performance and exposure to local climate, using chiller and air handler data from 20 United States Air Force installations. The link between environmental factors such as Heating Degree Days (HDD); Cooling Degree …

Peppermint Oil Effects On The Gut Microbiome In Children With Functional Abdominal Pain, Santosh Thapa, Ruth Ann Luna, Bruno P Chumpitazi, Numan Oezguen, Susan M Abdel-Rahman, Uttam Garg, Salma Musaad, James Versalovic, Gregory L Kearns, Robert J Shulman

Faculty, Staff and Students Publications

Peppermint oil (PMO) is effective in the treatment of functional abdominal pain disorders, but its mechanism of action is unclear. Evidence suggests PMO has microbicidal activity. We investigated the effect of three different doses of PMO on gut microbiome composition. Thirty children (7-12 years of age) with functional abdominal pain provided a baseline stool sample prior to randomization to 180, 360, or 540 mg of enteric coated PMO (10 participants per dose). They took their respective dose of PMO (180 mg once, 180 mg twice, or 180 mg thrice daily) for 1 week, after which the stool collection was repeated. …

Debunking The Efficacy Of Standard Contract Boilerplate: Part Iv, David Spratt

Scholarly Articles in Law Reviews & Journals

We have belabored the archaic and prohibited use of "said" as a synonym for "the." But this paragraph needs more work. First, the phrase "irrespective of the fact that" is wordy and could be replaced with the plain language alternative of "even though." Second, "one or more of the parties now is, or may become, a resident of a different state" also could be streamlined. The phrase is easy enough to understand but cut to the chase. Replacing this phrase with "either party now or later resides in a different state" does the trick.

Reflections On Law Student Mental Health By A Dean Of Students After 25 Years, David Jaffe

Scholarly Articles in Law Reviews & Journals

Your faculty need to be educated about how to refer students, how to speak with students who pop into their office. Your Dean, writ-large nationally, Deans need to have the willingness, and again, the bravado, the willingness to go to the faculty and say, "You need to be part of this movement." Whatever that may mean. I would love to see every faculty member taking 30 seconds at the beginning of every class for students to breathe. Thirty seconds of breathing. If you've never done it, do it at home today, deep breaths, and see what it feels like. I …

"It's Okay To Not Be Okay": The 2021 Survey Of Law Student Well-Being, David Jaffe, Katherine M. Bender, Jerome Organ

Scholarly Articles in Law Reviews & Journals

The Survey of Law Student Well-Being, implemented in Spring 2014 [hereinafter "2014 SLSWB"], was the first multi-law school study in over twenty years to assess alcohol and drug use among law students, and it was the first multi-law school study ever to address prescription drug use, mental health, and help-seeking attitudes. The article summarizing the results of the 2014 SLSWB has been downloaded over 12,000 times.

With a desire to learn what has changed since 2014 given the increased emphasis on law student and lawyer well-being among law schools and legal professionals, the authors sought and received grant funding from …

An Experimental Study To Develop An Environmental Friendly Mud Additive Of Drilling Fluid Using Aloe Vera, Monuara Bagum, Jalal M Ahammad, Tahir Husain, M. Enamul Hossain

Faculty Journal Articles

Efficient and optimistic drilling operation depends on a number of parameters and drilling fluid (DF) additives is one of them. Traditional DF mud contains toxic chemical compound that causes environmental issue, cost optimization and reservoir formation damages. Present demands of DF and future challenges have urged researchers to develop eco-friendly drilling fluid additives with minimum impact on the environment. Aloe Vera does not contain any serious toxic compound compared to others DF additives; thus it is used in various cosmetic products. The present investigation leads toward the development of a drilling mud additive using Aloe Vera. The SEM-EDX method is …

A Rodent Animal Model For Forelimb To Lower Jaw Reorganization In Primary Somatosensory Cortex (Si) Barrel Field, Violeta Pellicer Morata

Theses and Dissertations (ETD)

The goal of this study is to examine mechanisms underlying cortical reorganization in rat primary somatosensory (SI) cortex that follows forelimb deafferentation. The majority of human patients suffering from limb loss or brachial plexus avulsion injury, as well as patients that receive brachial plexus anesthesia, report phantom limb sensations/pain which are often associated with cortical reorganization. Patients with upper-limb deafferentation report sensations of the missing hand during tactile stimulation of the face, and this phenomenon has been termed hand-to-face remapping. We sought to develop a rodent model of deafferentation; our model system is the rat SI cortex barrel field present …

Targeting Protein Degradation To Uncover Novel Oncoprotein Drivers Of Acute Leukemia, Fatemeh Keramatnia

Theses and Dissertations (ETD)

Acute Lymphoblastic Leukemia (ALL), the most common childhood cancer and the second most common acute leukemia in adults, arises from clonal expansion of undifferentiated lymphoid precursor cells in bone marrow. Despite the extensive knowledge on its cytogenetic and molecular biology, ALL treatment remains highly challenging especially after relapse. Conventional chemotherapy has shown significant improvement in overall survival rates of pediatric patients up to 90%, however, treatment failure due to ALL relapse occurs in 15-20% of the cases. On the other hand, adults and elderly patients with ALL are considered difficult to treat populations with the 5-year overall survival of 30–40%. …

Immunomodulatory Roles Of The Lysosomal Sialidase Neuraminidase 1, Leigh Ellen Fremuth

Theses and Dissertations (ETD)

Background Sialic acids are key sugar moieties located at the non-reducing terminals of glycan chains on glycoproteins and glycolipids. By virtue of their location, they influence the functions and biochemical properties of the macromolecules they are bound to. Removal of sialic acids in mammalian cells is carried out by four sialidases, which are differentially expressed and localized in distinct subcellular compartments. Neuraminidase 1 (NEU1), the most abundant and ubiquitous of the four sialidases, functions primarily in the acidic environment of the lysosomes, but can hydrolyze substrates at the plasma membrane, at least in certain cell types. The enzyme initiates the …

The Relationship Of Child Health And Parenting Stress To Child Neurocognitive Development, Nancy Alise Farrell

Theses and Dissertations (ETD)

Problem. Although the United States rates high in economic resources, the neurocognitive development (NCD) of children falls behind many other developed nations. Levels of parenting stress may be linked to sociodemographic factors such as the high incidence of poverty in children or health disparities in children, which in turn may affect NCD in children. Using the data from an observational, longitudinal cohort study of a diverse population could provide information related to parenting stress, child health, and related factors to guide and support interventions with families and policies to improve child NCD. Aims. The overall aim of this study was …

Exposure To Per- And Polyfluoroalkyl Substances And Markers Of Liver Injury: A Systematic Review And Meta-Analysis, Elizabeth Costello, Sarah Rock, Nikos Stratakis, Sandrah P Eckel, Douglas I Walker, Damaskini Valvi, Dora Cserbik, Todd Jenkins, Stavra A Xanthakos, Rohit Kohli, Stephanie Sisley, Vasilis Vasiliou, Michele A La Merrill, Hugo Rosen, David V Conti, Rob Mcconnell, Leda Chatzi

Faculty, Staff and Students Publications

BACKGROUND: Experimental evidence indicates that exposure to certain pollutants is associated with liver damage. Per- and polyfluoroalkyl substances (PFAS) are persistent synthetic chemicals widely used in industry and consumer products and bioaccumulate in food webs and human tissues, such as the liver.

OBJECTIVE: The objective of this study was to conduct a systematic review of the literature and meta-analysis evaluating PFAS exposure and evidence of liver injury from rodent and epidemiological studies.

METHODS: PubMed and Embase were searched for all studies from earliest available indexing year through 1 December 2021 using keywords corresponding to PFAS exposure and liver injury. For …

Derivation And Validation Of A Novel Risk Assessment Tool To Identify Children Aged 2–59 Months At Risk Of Hospitalised Pneumonia-Related Mortality In 20 Countries, Chris A Rees, Tim Colbourn, Shubhada Hooli, Carina King, Norman Lufesi, Eric D Mccollum, Charles Mwansambo, Clare Cutland, Shabir Ahmed Madhi, Marta Nunes, Joseph L Matthew, Emmanuel Addo-Yobo, Noel Chisaka, Mumtaz Hassan, Patricia L Hibberd, Prakash M Jeena, Juan M Lozano, William B Macleod, Archana Patel, Donald M Thea, Ngoc Tuong Vy Nguyen, Cissy B Kartasasmita, Marilla Lucero, Shally Awasthi, Ashish Bavdekar, Monidarin Chou, Pagbajabyn Nymadawa, Jean-William Pape, Glaucia Paranhos-Baccala, Valentina S Picot, Mala Rakoto-Andrianarivelo, Vanessa Rouzier, Graciela Russomando, Mariam Sylla, Philippe Vanhems, Jianwei Wang, Rai Asghar, Salem Banajeh, Imran Iqbal, Irene Maulen-Radovan, Greta Mino-Leon, Samir K Saha, Mathuram Santosham, Sunit Singhi, Sudha Basnet, Tor A Strand, Shinjini Bhatnagar, Nitya Wadhwa, Rakesh Lodha, Satinder Aneja, Alexey W Clara, Harry Campbell, Harish Nair, Jennifer Falconer, Shamim A Qazi, Yasir B Nisar, Mark I Neuman, World Health Organization Prepare Study Group

Faculty, Staff and Students Publications

INTRODUCTION: Existing risk assessment tools to identify children at risk of hospitalised pneumonia-related mortality have shown suboptimal discriminatory value during external validation. Our objective was to derive and validate a novel risk assessment tool to identify children aged 2-59 months at risk of hospitalised pneumonia-related mortality across various settings.

METHODS: We used primary, baseline, patient-level data from 11 studies, including children evaluated for pneumonia in 20 low-income and middle-income countries. Patients with complete data were included in a logistic regression model to assess the association of candidate variables with the outcome hospitalised pneumonia-related mortality. Adjusted log coefficients were calculated for …

Assessment Of A Novel Commercial Large Field Of View Phantom For Comprehensive Mr Imaging Quality Assurance Of A 0.35t Mrgrt System, Benjamin C Lewis, Jaeik Shin, Borna Maraghechi, Benjamin Quinn, Mike Cole, Enzo Barberi, Jin Sung Kim, Olga Green, Taeho Kim

2020-Current year OA Pubs

Consistent quality assurance (QA) programs are vital to MR-guided radiotherapy (MRgRT), for ensuring treatment is delivered accurately and the onboard MRI system is providing the expected image quality. However, daily imaging QA with a dedicated phantom is not common at many MRgRT centers, especially with large phantoms that cover a field of view (FOV), similar to the human torso. This work presents the first clinical experience with a purpose-built phantom for large FOV daily and periodic comprehensive quality assurance (QUASAR™ MRgRT Insight Phantom (beta)) from Modus Medical Devices Inc. (Modus QA) on an MRgRT system. A monthly American College of …

Troponin Is Unrelated To Outcomes In Heart Failure Patients Discharged From The Emergency Department, Gregory J Fermann, Douglas Char, Et Al

2020-Current year OA Pubs

BACKGROUND: Prior data has demonstrated increased mortality in hospitalized patients with acute heart failure (AHF) and troponin elevation. No data has specifically examined the prognostic significance of troponin elevation in patients with AHF discharged after emergency department (ED) management.

OBJECTIVE: Evaluate the relationship between troponin elevation and outcomes in patients with AHF who are treated and released from the ED.

METHODS: This was a secondary analysis of the Get with the Guidelines to Reduce Disparities in AHF Patients Discharged from the ED (GUIDED-HF) trial, a randomized, controlled trial of ED patients with AHF who were discharged. Patients with elevated conventional …

Hypothermia For Patients Requiring Evacuation Of Subdural Hematoma: A Multicenter Randomized Clinical Trial, Georgene W Hergenroeder, Michael N Diringer, Et Al.

2020-Current year OA Pubs

BACKGROUND: Hypothermia is neuroprotective in some ischemia-reperfusion injuries. Ischemia-reperfusion injury may occur with traumatic subdural hematoma (SDH). This study aimed to determine whether early induction and maintenance of hypothermia in patients with acute SDH would lead to decreased ischemia-reperfusion injury and improve global neurologic outcome.

METHODS: This international, multicenter randomized controlled trial enrolled adult patients with SDH requiring evacuation of hematoma within 6 h of injury. The intervention was controlled temperature management of hypothermia to 35 °C prior to dura opening followed by 33 °C for 48 h compared with normothermia (37 °C). Investigators randomly assigned patients at a 1:1 …

Enhancing Discovery Of Genetic Variants For Posttraumatic Stress Disorder Through Integration Of Quantitative Phenotypes And Trauma Exposure Information, Adam X. Maihofer, Andrew C. Heath, Et Al.

2020-Current year OA Pubs

BACKGROUND: Posttraumatic stress disorder (PTSD) is heritable and a potential consequence of exposure to traumatic stress. Evidence suggests that a quantitative approach to PTSD phenotype measurement and incorporation of lifetime trauma exposure (LTE) information could enhance the discovery power of PTSD genome-wide association studies (GWASs).

METHODS: A GWAS on PTSD symptoms was performed in 51 cohorts followed by a fixed-effects meta-analysis (N = 182,199 European ancestry participants). A GWAS of LTE burden was performed in the UK Biobank cohort (N = 132,988). Genetic correlations were evaluated with linkage disequilibrium score regression. Multivariate analysis was performed using Multi-Trait Analysis of GWAS. …

The Need For A Gender Neutrality Policy In One State's 4-H Program, Nancy Ann Moores

Dissertations

Policies recognizing gender-neutrality and non-binary identities are needed in youth development programs to create a truly inclusive program and a sense of belonging for all youth. This study explored if and how written statewide policies regarding gender- neutrality can most effectively serve members, agents, and volunteers of the 4-H Youth Development Program in the state under study. The context of this study was the 4-H program in one state (agents and administrators as participants) and 4-H programs around the United States (administrators as participants).Preliminary qualitative and quantitative data from my research study indicated that agents in the state under study …

Understanding The Relationship Between Black Chicago Youth And Chicago Drill Music Culture, Dan'iel Tamirra Kendricks

Dissertations

Chicago is most noted as a beautiful, Midwestern city, set to the backdrop of Lake Michigan, with skyscrapers and the bustling energy of the downtown Magnificent Mile. The “Tale of Two Cities,” Chicago is a city full of hope, opportunity, and potential for some, but a city plagued with poverty, violence, disinvestment, and hopelessness for others. There has been a significant increase in the awareness of the violence happening across Chicago. The emergence of social media has provided a direct and unfiltered view of the reality of violence the city has faced on an ongoing basis. Crimes such as shootings, …