Women's Health Commons^™

Stillbirth Mortality By Robson Ten-Group Classification System: A Cross-Sectional Registry Of 80 663 Births From 16 Hospital In Sub-Saharan Africa, Claudia Hanson, Kristi Annerstedt, Maria Alsina, Muzdalfat Abeid, Hussein Kidanto, Helle Alvesson, Andrea Pembe, Peter Waiswa, Jean-Paul Dossou, Effie Chipeta

Centre of Excellence in Women and Child Health

Objective To assess stillbirth mortality by Robson ten-group classification and the usefulness of this approach for understanding trends.

Design Cross-sectional study.

Setting Prospectively collected perinatal e-registry data from 16 hospitals in Benin, Malawi, Tanzania and Uganda.

Population All women aged 13–49 years who gave birth to a live or stillborn baby weighting >1000 g between July 2021 and December 2022.

Methods We compared stillbirth risk by Robson ten-group classification, and across countries, and calculated proportional contributions to mortality.

Main outcome measures Stillbirth mortality, defined as antepartum and intrapartum stillbirths.

Results We included 80 663 babies born to 78 085 women; …

A Randomized Controlled Study Of The Effects Of Targeted Health Education On Uptake Of Contraceptives Among Women Of Reproductive Age In Nnewi City, South-East Nigeria, Yanmeer Tyotswam, Rosebella Iseme-Ondiek, Eliphas Makunyi

Population Health, East Africa

Objective: There is a need for contraception uptake among people to enable them to fulfil their right to determine the timing, number and spacing of their children. In regions with poor contraceptive prevalence rates, lack of effective education has been largely implicated, and Nigeria falls among such regions. Thus, the present study is designed to examine the impact of an educational intervention on uptake of contraceptives among women aged 18–49 years seeking care at the Nnamdi Azikiwe University Teaching Hospital Nnewi.

Methods: Being an interventional study to underscore the effect of targeted health education on uptake of contraceptives, …

Feasibility And Acceptability Of A Community Health Worker Administered Behavioral Activation Intervention For Postpartum Depression: A Single Arm Pilot Study From India, Amy Szajna, Bheemsain Tekkalaki, Veereshkumar Nandagaon, Gururaj Udapi, Manjunath Sogalad, Shweta Dandagi, Uma Kole, Sushma Patil, Sudha Raddi, Vanessa Short, Patricia Kelly

College of Nursing Faculty Papers & Presentations

INTRODUCTION: Women in India experience high rates of postpartum depression (PPD), with minimal availability of screening or treatment. India has an extensive network of community health workers, known as accredited social health activists (ASHAs). While they are knowledgeable about most maternal-child health problems, they have minimal knowledge about PPD. We trained ASHAs to deliver a simple home-based intervention, behavioral activation (BA), which involves individuals in activities that are sources of positive reinforcement to counter depression. The research questions guiding this study were as follows: 1) What are the feasibility and acceptability of ASHAs screening for and delivering a brief behavioral …

Family Physicians And Menstrual Care: An Analysis Of Cera 2023, Allison Casola, Olivia Rea, Tiffany Ho

Department of Family & Community Medicine Faculty Papers

BACKGROUND: Menstrual health is an important indicator of overall health and has large impacts on quality of life. Despite number and impact, discussion of menstruation remains largely taboo within health care. Patients and physicians are not engaging in regular, meaningful discussions on menstruation. Family physicians, as primary care providers, can facilitate these important conversations.

OBJECTIVES: We sought to understand the profile of menstrual care providing family physicians and assessed physician comfort, knowledge, training, and perceived importance regarding menstrual care.

DESIGN/METHODS: This is a cross-sectional analysis of the 2022 Council of Academic Family Medicine Educational Research Alliance survey. The survey included …

Investigating The Adherence Of Maternal Prenatal Vitamin Supplementation In Sarasota, Florida, Priya Darbhanga, Kaisha Mcmanus

BIO4960: Practicum in Biology I

Prenatal supplementation plays a critical role in supporting a healthy pregnancy and lowering the risk of developmental problems in children. Many expecting mothers do not consume the recommended amounts of such vitamins or any at all. This study aims to identify and understand the factors that contribute to prenatal vitamin adherence amongst women at the Sarasota Medical Pregnancy Center located in Sarasota, Florida. Paper-based questionnaires were administered to all willing participants to assess the current adherence of women to prenatal supplementation and discover the reasonings for such decisions. The primary contributors to adherence to prenatal vitamins were related to a …

Reproductive Justice In Mississippi: A Call For Reform And Acknowledgement, Andie Udziela

Honors Theses

In this thesis, I apply the values of the Reproductive Justice Movement to reproductive healthcare resources in Mississippi to advocate for reproductive policy reform. I begin by navigating the historic racial discrimination in gynecology and how it manifested in Mississippi. Dr Sim’s abusive experimentation on Anarcha, Betsy, and Lucy depict how Anti-Black racism took root in gynecology and obstetrics and was later expanded on by the eugenic goals of white supremacy and the feminist movement through Margaret Sanger and the Mississippi Appendectomy. Then I discuss the current availability of reproductive care in Mississippi to low-income individuals to emphasize socioeconomic and …

Confronting Cosmetic Carcinogens: A Proposal Regarding The Dangers Of Talcum Powder, Rachael Howell

Helm's School of Government Conference - 2021-2024

The Federal Government needs to stop the import, export, mining, and distribution of talcum powder in the United States. This is an issue that affects all Americans, especially active-duty military members.

Since 2013, there have been over 38,000 lawsuits against Johnson & Johnson, which allege that their talcum-based baby powder caused cancer. The plaintiffs in the very first talc case in the U.S. have died. All four of the plaintiffs from a 2019 suit have died. Yet, the 2019 case has been reversed and remanded. The FDA has redacted the names of scientist(s) that conduct “safety tests” on talc samples. …

The Mental Health Impact Of Aortic Dissection, Elaine Symanski, Kristina W Whitworth, Hector Mendez-Figueroa, Kjersti M Aagaard, Iman Moussa, Juan Alvarez, Adrien Chardon Fabian, Kurunthachalam Kannan, Cheryl L Walker, Cristian Coarfa, Melissa A Suter, Hamisu M Salihu

Faculty, Staff and Student Publications

INTRODUCTION: The Maternal and Infant Environmental Health Riskscape (MIEHR) Center was established to address the interplay among chemical and non-chemical stressors in the biological, physical, social, and built environments that disproportionately impact perinatal health among Black pregnant people in a large and diverse urban area with documented disparities in the U.S.

METHODS: The MIEHR cohort is recruiting non-Hispanic Black and non-Hispanic white pregnant people who deliver their infants at major obstetric hospitals in Houston, Texas. At enrollment, all participants are asked to provide urine samples for chemical [metals, cotinine, and polycyclic aromatic hydrocarbons (PAHs)] analyses and blood samples. A subset …

Association Between Antenatal Vaginal Bleeding And Adverse Perinatal Outcomes In Placenta Accreta Spectrum, J Connor Mulhall, Kayla E Ireland, John J Byrne, Patrick S Ramsey, Georgia A Mccann, Jessian L Munoz

Faculty, Staff and Student Publications

Background and Objectives: Placenta accreta spectrum (PAS) disorders are placental conditions associated with significant maternal morbidity and mortality. While antenatal vaginal bleeding in the setting of PAS is common, the implications of this on overall outcomes remain unknown. Our primary objective was to identify the implications of antenatal vaginal bleeding in the setting of suspected PAS on both maternal and fetal outcomes. Materials and Methods: We performed a case-control study of patients referred to our PAS center of excellence delivered by cesarean hysterectomy from 2012 to 2022. Subsequently, antenatal vaginal bleeding episodes were quantified, and components of maternal …

Evidenced-Based Strategies To Increase Cervical Cancer Screening Rates, Tuong Cat Vo Bsn-Rn, Nada Salloukh Bsn-Rn, Tatiana Elena Swanson Bsn-Rn, Xiao Mie Cindy Zhu Bsn-Rn, Laura Taylor Reed Dnp, Aprn, Fnp-Bc

Doctor of Nursing Practice Projects

Purpose/Background

Cervical cancer is the fourth leading cause of cancer affecting women worldwide (Staley et al., 2021). With cervical cancer being a preventable disease, an effective method of reducing healthcare costs and mortality is primary prevention, such as screenings. Financial burdens and barriers to accessing medical care may result due to the lack of proper cervical cancer screenings. Detecting cervical cancer includes screening women 21 to 65 years old with a Papanicolaou (PAP) test every three years. Women aged 30 to 65 years old can extend the screening of cervical cancer by having a Human Papillomavirus (HPV) test along with …

Preparatory Program For Women During Pregnancy/Postpartum And Transitioning Back To Work Or School, Bria Runnels, Rebecca King

Spring 2024 Virtual OTD Capstone Symposium

Despite the importance of maternal health during the prenatal, postnatal, and parenting stages, there is a lack of research on the role of occupational therapists (OTs) in addressing the occupational challenges faced by women during this transitional phase. This dissertation aims to develop a program that raises awareness of the role of occupational therapy in maternal health and promotes occupational therapists as part of an interdisciplinary team within the scope of maternal health care. By adapting co-occupation for mothers, occupational therapists can play an important role in individualizing occupations for enhanced transitioning and overall quality of life. The study highlights …

Uterine Adenosarcoma Presenting As Uterine Inversion: A Case Study, Caitlin Witt, Chelsey Vranes, Leslie H. Clark

School of Medicine Faculty Publications

No abstract provided.

Surgical Intervention For Diffuse Dermal Angiomatosis Of The Breast, Caroline E. Savoie, Bethany S. Acosta, Harley J. Davis, G. William Poche

School of Medicine Faculty Publications

No abstract provided.

Supporting Self-Managed Abortion Care In “Practice Not Premise”: Provider Perspectives, Roles, And Referral Pathways In India, Laura E. Jacobson Mph, Caila Brander, P. Balasubramanian, Sruthi Chandrasekaran, Blair Darney, Julia Goodman, Ruvani Jayaweera, Caitlin Gerdts

OHSU-PSU School of Public Health Annual Conference

Objective: Describe provider perspectives and roles in self-managed abortion (SMA) in India and identify referral pathways to facility- and self-managed abortion care.

Methods: We conducted a qualitative study of 33 semi-structured interviews with a range of providers (medical, community health, and pharmacy) in India. We conducted a thematic analysis and identified referral pathways including the type of provider, the abortion care modality (in-facility or SMA), and the reason.

Results: Referrals to facility-managed abortion care were common. Providers' perception of SMA safety coupled with­ liability concerns resulted in discouraging clients from seeking SMA. Nonetheless, participants acknowledged three areas where providers played …

Graphic Medicine For Library Outreach, Chanda Briggs, Claire Sharifi

Gleeson Library Faculty and Staff Research and Scholarship

According to a National Academy of Sciences working group investigating the mental health crises in higher education, student wellbeing is an issue that needs to be addressed at the campus level, not siloed in specified departments and units. University libraries can be an integral part of student wellness initiatives, and this poster presentation will present one academic library’s engagement in student wellness initiatives. This poster will:

• Highlight the ways campus partnerships facilitated streamlined library engagement in student wellness

• Identify student centric initiatives and acquisitions

• Identify funding sources used for those initiatives and acquisitions

• Discuss outcomes of library wellness initiatives.

Targeting Branched N-Glycans And Fucosylation Sensitizes Ovarian Tumors To Immune Checkpoint Blockade, Hao Nie, Pratima Saini, Taito Miyamoto, Liping Liao, Rafal J Zielinski, Heng Liu, Wei Zhou, Chen Wang, Brennah Murphy, Martina Towers, Tyler Yang, Yuan Qi, Toshitha Kannan, Andrew Kossenkov, Hiroaki Tateno, Daniel T Claiborne, Nan Zhang, Mohamed Abdel-Mohsen, Rugang Zhang

Faculty, Staff and Student Publications

Aberrant glycosylation is a crucial strategy employed by cancer cells to evade cellular immunity. However, it's unclear whether homologous recombination (HR) status-dependent glycosylation can be therapeutically explored. Here, we show that the inhibition of branched N-glycans sensitizes HR-proficient, but not HR-deficient, epithelial ovarian cancers (EOCs) to immune checkpoint blockade (ICB). In contrast to fucosylation whose inhibition sensitizes EOCs to anti-PD-L1 immunotherapy regardless of HR-status, we observe an enrichment of branched N-glycans on HR-proficient compared to HR-deficient EOCs. Mechanistically, BRCA1/2 transcriptionally promotes the expression of MGAT5, the enzyme responsible for catalyzing branched N-glycans. The branched N-glycans on HR-proficient tumors augment their …

Is A Patient Navigation Program More Helpful Than A Referral Program For Reducing Depression And Improving Quality Of Life Among Women Living In Neighborhoods With Few Resources?, Reach Dissemination Committee, Maine, Usa

REACH: Research Evidence-to-Action for Community Health

The research team compared two programs designed to help women with feelings of depression who live in neighborhoods with few resources. Both programs lasted four months.

Columnas: The Honors Program Newsletter At Bentley University, Clara Williams, Micaela Corzo, Naeelah Desanges, Alyssa Galin, Isabella Ramirez

Honors Program

Page 1: WHY ARE NEW YEAR’S RESOLUTIONS SO HARD TO KEEP? By Sahil Raut ’27

Page 2: THE CAPITALIST INFLUENCE ON HIGHER EDUCATION By Kevin Heintz ’26

Page 3: THE IMPORTANCE OF MENSTRUAL HEALTH MANAGEMENT By Sid Goel ’24

Page 4: CAN TECHNOLOGY SOLVE EDUCATIONAL INEQUALITY? By Ariana Ramirez ’27

Page 5: DATA PORTABILITY CAN CHANGE THE DIGITAL WORLD By Kassidi Thompson ’27

Page 6: THE POWER OF VULNERABILITY By Peter Epp ’24

Page 7: THREADS OF BELIEF By Yudao Song ’26

Neurocognitive Impairment In Ugandan Children With Sickle Cell Anaemia Compared To Sibling Controls: A Cross-Sectional Study, Paul Bangirana, Amelia Boehme, Annet Birabwa, Robert Opoka, Deogratias Munube, Ezekiel Mupere, Phillip Kasirye, Grace Muwanguzi, Maxencia Musiimenta, George Ru

Paediatrics and Child Health, East Africa

Introduction: The neurocognitive functions in Ugandan children aged 1–12 years with sickle cell anemia (SCA) were compared to their non-SCA siblings to identify risk factors for disease-associated impairment.

Methods: This cross-sectional study of the neurocognitive functions in children with SCA (N = 242) and non-SCA siblings (N = 127) used age- and linguistically appropriate standardized tests of cognition, executive function, and attention for children ages 1–4 and 5–12. Test scores were converted to locally derived age-normalized z-scores. The SCA group underwent a standardized stroke examination for prior stroke and transcranial Doppler ultrasound to determine stroke risk by arterial …

Acceso A La Salud De Mujeres Migrantes Venezolanas En La Ciudad Autónoma De Buenos Aires (2024) / Female Venezuelan Migrants’ Access To Healthcare In Autonomous City Of Buenos Aires (2024), Karen Gonzalez

Independent Study Project (ISP) Collection

Esta investigación se enfoca en indagar y describir el acceso al sector de salud en la población de mujeres migrantes venezolanas con trabajos como monotributistas que residen en la Ciudad Autónoma de Buenos Aires (CABA). En la última década, Venezuela se ha enfrentado a una crisis económica y humanitaria. Esta crisis ha provocado una ola de migración sin precedentes por todo el mundo. Dentro del Cono Sur, Argentina se cataloga como el sexto país receptor de migrantes venezolanos. Considerando las leyes de migración y el sistema de salud universal en Argentina, me propuse describir las barreras de acceso a la …

El Derecho A La Interrupción Voluntaria Del Embarazo A Inicios Del Gobierno De Javier Milei (Argentina, 2024) / The Right To The Voluntary Interruption Of Pregnancy At The Beginning Of The Government Of Javier Milei (Argentina, 2024), Willa Rudel

Independent Study Project (ISP) Collection

El objetivo de esta investigación fue entender las realidades del activismo en relación con el derecho al aborto en Argentina en el período después de la aprobación de la ley 27.610 del derecho a la interrupción voluntaria del embarazo, particularmente en 2020 y durante el gobierno actual de Javier Milei. Para responder la pregunta que articula la presente investigación, realicé seis entrevistas con activistas procedentes de una variedad de formaciones y con distintos tipos de participación en el movimiento. Primero describo la historia del activismo a favor del aborto en Argentina hasta la aprobación de la ley y el estado …

Barriers To Escape: How Homelessness And Drug Addiction Prevent Women From Escaping Sex Trafficking And Commercial Sex, Laura J. Lederer, Mckamie J. Chandler, Stanley Stinson

Dignity: A Journal of Analysis of Exploitation and Violence

Victims of sex trafficking and women purportedly involved in prostitution voluntarily face a complex web of interconnected challenges when attempting to escape their current circumstances. By analyzing the shared and distinct challenges faced by these women, the paper aims to inform policymakers and service providers, offering recommendations to empower women seeking to escape exploitation through multidisciplinary and interconnected networks of providers. This study surveyed 74 women in Detroit, Michigan, using nonprobability convenience sampling over a 10-month period in 2020. It compared three groups of women who self-reported as victims of sex trafficking, women who voluntarily engaged in some form of …

Establishing Consent: The Role Of Women Representatives In Passing Informed Consent Laws, Sophia Stockham

Department of Political Science: Dissertations, Theses, and Student Research

What predicts the adoption of informed consent laws for pelvic exams within the United States? As of January 2023, 22 states have adopted informed consent laws for pelvic examinations on women, with eleven being under Democratic control, six being Republican control, and five with divided control between the legislature and gubernatorial level at the time of adoption. Little attention, however, has been given to women’s health mandates outside the issue of abortion and to variation among state partisan adoption regarding informed consent for pelvic exams. This paper examines the impact of partisanship, the percentage of women in the legislature, and …

Exploring The Medicalization Of Menstruation: Analyzing Menstrual Hygiene Initiatives By Igos, Non-Profits And National Government In Switzerland, Victoria Wright

Independent Study Project (ISP) Collection

Menstrual health serves as a critical indicator of reproductive health. It is pivotal in achieving various Sustainable Development Goals (SDGs) related to women's and girls' comfort, agency, participation, safety, well-being, and dignity (Loughnan et al., 2020). This research investigates the medicalization of menstruation in Switzerland through a mixed-methods approach examining the strategies and roles of key stakeholders such as the WHO, local government initiatives, and NGOs in shaping the landscape of menstrual medicalization.

The findings reveal that while medicalization has brought about progressive changes, including the introduction of menstrual leave policies, it has resulted in a complex regulatory landscape, increased …

Conceptualizando La Movilidad Y Movimiento De Mujeres Indígenas Embarazadas En Búsqueda De Servicios Médicos Bajo Una Perspectiva Migratoria, Nazareth Castro

Independent Study Project (ISP) Collection

El traslado de mujeres indígenas embarazadas en Oaxaca hacia la ciudad de Oaxaca de Juárez debido a la falta de centros de salud en sus localidades se ha convertido en una realidad arraigada, impulsada en gran medida por el impacto del flujo migratorio por razones económicas durante finales del siglo XX. Sin embargo, este proceso de migración plantea una serie de complejidades para las mujeres, quienes enfrentan experiencias negativas debido a sus múltiples identidades que resultan en una exclusión social tanto dentro como fuera de sus comunidades de origen. Esta dinámica puede entenderse desde una perspectiva feminista multicéntrado, que las …

Decoding Implant-Related Sickness: Unraveling The Complexities Of Breast Implant Illness, Madison M. Stewart

Senior Theses

This thesis investigates the phenomenon of breast implant illness (BII), examining its potential correlation with individual factors such as obesity and poor lifestyle habits. BII, characterized by nonspecific symptoms, is often self-diagnosed by patients influenced by social media and internet sources, leading to requests for implant removal. Conducting a comprehensive meta-analysis, the study scrutinizes existing literature to evaluate the association between BII, obesity, and lifestyle choices. Employing inclusion criteria, peer-reviewed publications are analyzed through systematic review methodology to offer insights into the interplay between BII and adiposity, exploring inflammatory mechanisms and patient behaviors like exercise and smoking. The research aims …

Machine Learning-Enabled Maternal Risk Assessment For Women With Pre-Eclampsia (The Piers-Ml Model): A Modelling Study, Tünde Montgomery-Csobán, Kimberley Kavanagh, Paul Murray, Chris Robertson, Sarah J E Barry, U Vivian Ukah, Beth A Payne, Kypros H Nicolaides, Argyro Syngelaki, Olivia Ionescu, Ranjit Akolekar, Jennifer A Hutcheon, Laura A Magee, Peter Von Dadelszen, Piers Consortium

Faculty, Staff and Student Publications

BACKGROUND: Affecting 2-4% of pregnancies, pre-eclampsia is a leading cause of maternal death and morbidity worldwide. Using routinely available data, we aimed to develop and validate a novel machine learning-based and clinical setting-responsive time-of-disease model to rule out and rule in adverse maternal outcomes in women presenting with pre-eclampsia.

METHODS: We used health system, demographic, and clinical data from the day of first assessment with pre-eclampsia to predict a Delphi-derived composite outcome of maternal mortality or severe morbidity within 2 days. Machine learning methods, multiple imputation, and ten-fold cross-validation were used to fit models on a development dataset (75% of …

Clinical Epidemiological Characteristics And Risk Factors For Severity Of Sars-Cov-2 Pneumonia In Pediatric Patients: A Hospital-Based Study In Vietnam, Sang N Nguyen, Lam T Vu, Ha T Nguyen, Giang H Dao, Anh Ngoc T Nguyen

Faculty, Staff and Student Publications

Introduction Coronavirus disease (COVID-19) is an infectious disease caused by SARS-CoV-2, which can cause organ failure in several organs, cardiac problems, or acute respiratory distress syndrome (ARDS). Identifying clinical epidemiological characteristics and risk factors for complications of COVID-19 allows clinicians to diagnose and treat promptly. Objectives This study aims to describe the clinical epidemiological characteristics of COVID-19 and assess risk factors for the severity of SARS-CoV-2 pneumonia in children treated at Haiphong Children's Hospital. Methods A descriptive cross-sectional study was conducted in Haiphong Children's Hospital, Haiphong, Vietnam, for one year, from January 1, 2022, to December 31, 2022. Results In …

Normal Risk Ovarian Screening Study: 21-Year Update, Chae Young Han, Karen H Lu, Gwen Corrigan, Alexandra Perez, Sharlene D Kohring, Joseph Celestino, Deepak Bedi, Enrique Bedia, Therese Bevers, David Boruta, Matthew Carlson, Laura Holman, Leroy Leeds, Cara Mathews, Georgia Mccann, Richard G Moore, Matthew Schlumbrecht, Brian Slomovitz, Dan Tobias, Yvette Williams-Brown, Michael W Bevers, Jinsong Liu, Terrie G Gornet, Beverly C Handy, Zhen Lu, Jacob S Bedia, Steven J Skates, Robert C Bast

Faculty, Staff and Student Publications

Purpose: The Normal Risk Ovarian Screening Study (NROSS) tested a two-stage screening strategy in postmenopausal women at conventional hereditary risk where significantly rising cancer antigen (CA)-125 prompted transvaginal sonography (TVS) and abnormal TVS prompted surgery to detect ovarian cancer.

Methods: A total of 7,856 healthy postmenopausal women were screened annually for a total of 50,596 woman-years in a single-arm study (ClinicalTrials.gov identifier: NCT00539162). Serum CA125 was analyzed with the Risk of Ovarian Cancer Algorithm (ROCA) each year. If risk was unchanged and < 1:2,000, women returned in a year. If risk increased above 1:500, TVS was undertaken immediately, and if risk was intermediate, CA125 was repeated in 3 months with a further increase in risk above 1:500 prompting referral for TVS. An average of 2% of participants were referred to TVS annually.

Results: Thirty-four patients were referred for operations detecting 15 ovarian cancers and two borderline tumors with 12 …

Digital Health Technologies For High-Risk Pregnancy Management: Three Case Studies Using Digilego Framework, Sahiti Myneni, Alexandra Zingg, Tavleen Singh, Angela Ross, Amy Franklin, Deevakar Rogith, Jerrie Refuerzo

Faculty, Staff and Student Publications

OBJECTIVE: High-risk pregnancy (HRP) conditions such as gestational diabetes mellitus (GDM), hypertension (HTN), and peripartum depression (PPD) affect maternal and neonatal health. Patient engagement is critical for effective HRP management (HRPM). While digital technologies and analytics hold promise, emerging research indicates limited and suboptimal support offered by the highly prevalent pregnancy digital solutions within the commercial marketplace. In this article, we describe our efforts to develop a portfolio of digital products leveraging advances in social computing, data science, and digital health.

METHODS: We describe three studies that leverage core methods from

RESULTS: Scalable social computing models using deep learning classifiers …