Medicine and Health Sciences Commons^™

Individual, Social, Economic, And Health System Determinants Of Cervical Cancer Screening Uptake Among Women In Rubanda District, Uganda, Gervase Centinary, Sebastian Baine Olikira, Sezalio Masembe, Ronald Kibonire Arineitwe

School of Nursing & Midwifery, East Africa

Background: Cervical cancer screening uptake in Sub-Saharan Africa is shaped by individual, social, economic, and health system factors, yet few studies test all four domains simultaneously within a single rural district. This study examined individual, social, economic, and health system determinants of screening uptake among women aged 18 years and above in Rubanda District, Uganda, a district with critically low screening coverage.

Methods: A community-based cross-sectional study was conducted among 418 women aged 18 years and above across four sub-counties of Rubanda District, selected through multi-stage sampling. Individual, social, economic, and health system characteristics were collected via structured questionnaire. …

A Worldwide Cross-Sectional Survey Seeks The Current Global Practice Patterns On Perioperative Management In Elective Shoulder Replacement Surgery, Maciej Simon, Farhad Moola, Jennifer Coghlan, Osvandre Lech, Carlos Ramos, Njalalle Baraza, Hadrian Platzer, Simone Gantz, Andreas Seekamp, Babak Moradi

General Surgery, East Africa

Background Perioperative management in elective shoulder arthroplasty varies widely, with no universal consensus on best practices. This study aimed to characterize current global standards of perioperative care, including pre-operative, intraoperative, and post-operative management, among orthopedic surgeons performing elective shoulder replacement surgery, with the aim of contributing to a global standard of care.

Methods A comprehensive online questionnaire was designed and anonymously distributed to orthopedic societies on each continent. Participants were cross-sectionally surveyed with the goal of identifying current global pre-operative, intraoperative, and post-operative practices in patient care and discharge management.

Results Eighteen societies from 5 continents participated in the survey. …

Endocarditis Caused By Candida (Candidozyma) Auris, Farah Ebrahim, Mzee Ngunga, Abdulaziz Abeid, Hilda Nasibwa, Newnex Mongare, Rodney Adam

Internal Medicine, East Africa

Candida (Candidozyma) auris has emerged as a hospital-acquired pathogen and was first reported in East Asia in 2009. Infective endocarditis due to C. auris has been rarely reported, while other Candida species account for < 2% of infective endocarditis (IE) cases. Herein we report three cases of endocarditis caused by C. auris , including a native aortic valve, a native tricuspid valve, and a prosthetic valve. Each of these cases had been in healthcare settings months to years earlier that were the likely sources of their infec- tions. These cases suggest the possibility for indolent but life-threatening infections from C. auris . ©2026 The Authors. Published by Elsevier Ltd on behalf of International Society for Infectious Diseases.

Exploring The Experiences Of Breastfeeding Counselors And Peer Counselors Regarding Capacity-Building Training: A Qualitative Research Protocol, Saleema Gulzar, Salma Rattani, Saira Lalani, Usma Mehmood, Tarnum Naz, Amina Barkat, Rubina Barolia, Zohra Kurji, Fyezah Jehan

Journal of Asian Midwives (JAM)

Background: Healthcare professionals play a vital role in educating and supporting mothers about the importance and techniques of breastfeeding. However, many lack adequate training, knowledge, and confidence in breastfeeding counseling. To address this gap, the current study explores the experiences of breastfeeding counselors (BFCs) and peer counselors (PCs) involved in a breastfeeding counseling initiative within the larger BRANCH Study, “Nutritional Management of Growth Faltering in Infants Aged Under Six Months in Asia and Africa.” The study aims to gain deeper insight into their experiences delivering breastfeeding counseling and promoting breastfeeding practices among mothers.
Objectives: This study aims to explore counselors’ …

Latch To Love: A Guide To A Positive Breastfeeding Journey, Rozeena Khowaja

Journal of Asian Midwives (JAM)

No abstract provided.

Content And Design Of Educational Interventions/ Training On Respectful Maternity Care For Maternal Healthcare Providers In South Asia: A Scoping Review Protocol, Shirin Rahim, Khairunnisa Mansoor, Zulekha Saleem, Rafat Jan

Journal of Asian Midwives (JAM)

Background: Respectful Maternity Care (RMC) is a key component of quality maternal healthcare that upholds women's dignity, privacy, autonomy, and freedom from harm during childbirth. Despite increasing recognition of RMC, disrespect and abuse (D&A) remain common in facility-based maternity care across South Asia, negatively affecting women's experiences, trust in health services, and maternal outcomes. Educational interventions for maternal healthcare providers have been developed to promote RMC principles based on the White Ribbon Alliance Charter; however, the content, design, and evaluation of these interventions have not been comprehensively mapped in the South Asian context.
Objective: This scoping review aims to map …

Beyond Medical Illness: A Phenomenological Study Of Mother’S Lived Experience Of ‘Evil Eye’ In Neonatal Illness, Aijaz Ahmed, Rahat Jabeen, Sanghamitra Sheel Acharya

Journal of Asian Midwives (JAM)

Background: Cultural explanations of unexplained infant illness can shape maternal distress and care-seeking, particularly where access to biomedical services is constrained. This study explored how mothers understood neonatal illness that they associated with the evil eye (nazar), and how those understandings influenced care decisions.
Methods: A Heideggerian interpretive phenomenological design was used. Fifteen mothers from Dhandal and Gurmul villages in Doda district were purposively selected and interviewed face to face in Saraji using a semi-structured interview schedule. Interviews lasted 45–90 minutes. Translated interview accounts and field notes were examined using Braun and Clarke’s six-phase thematic analysis.

Findings: Six themes were …

Effectiveness Of Parenting Readiness Education Program At A Clinical Healthcare Setting In A Tertiary Care Hospital, Shelina Bhamani, Sara Sheikh, Misbah Shams, Kiran Aslam, Zaibunissa Karim, Samira Lakhani, Shehzeen Niaz Ali, Khairunnissa Hooda, Monica Oxford

Journal of Asian Midwives (JAM)

Introduction. Healthcare settings can serve as hubs for promoting Early Childhood Development (ECD) and responsive caregiving through parenting education programs. Parenting education programs delivered through healthcare professionals, particularly nurses, support parents in becoming responsive and providing nurturing care for their children, resulting in optimal developmental outcomes. The first aim of the study is to assess the effectiveness of a hospital-based parenting education program on mothers' parental confidence, while the second aim is to evaluate the impact of a nursing education program on nurses' self-efficacy and knowledge pertinent to ECD and responsive caregiving.
Methods. A quasi-experimental study was conducted in the …

Carrying The Flame Forward: The American College Of Nurse-Midwives And The Global Evolution Of Midwifery Beyond Borders: Why Professional Associations Matter, Pandora Hardtman

Journal of Asian Midwives (JAM)

No abstract provided.

Strategies To Improve Outcomes Of Obstetric Emergencies In Sub-Saharan Africa: A Scoping Review, Serah Wachira, Ruth Wagathu, Beth Waweru, Rose Maina, Abednego Ongeso, Constance Sibongile Shumba, Benard Mutwiri, Diana Mbattude, Cliff Aliga, Lucy Kisaka, Peter Gatiti

School of Nursing & Midwifery, East Africa

Background: Obstetric emergencies remain a leading cause of maternal morbidity and mortality in sub-Saharan Africa (SSA) despite increased access to facility-based deliveries and emergency obstetric care. Improving outcomes requires not only life-saving clinical interventions but also effective health system strategies. This review mapped published evidence on strategies used to improve outcomes of obstetric emergencies in SSA.

Objective: This scoping review aimed to identify strategies reported in the literature to improve outcomes of obstetric emergencies in SSA.

Methods: The review was reported in accordance with PRISMA-ScR. A comprehensive electronic search of PubMed, CINAHL, SCOPUS, and CORE identified studies published between January …

A Misplaced Pocket Of Air: Intramural Gastric Air Most Consistent With Gastric Emphysema, Priyanka Panwar, Lavender Otom, Subo Marsa, Gerald Odong, Steven Idet, Irene Muchiri, Hussein Abdulsamad, John Odhiambo, Christopher Opio, Amos Mwasamwaja, Saleem Abdulkarim

Internal Medicine, East Africa

Background Gastric emphysema (GE), or gastric pneumatosis, is a rare, noninfectious cause of intramural gastric air that must be distinguished from emphysematous gastritis (EG), a highly lethal infectious entity. Despite similar radiographic appearances, these conditions differ substantially in etiology, clinical course, management, and prognosis.

Cases We report three hemodynamically stable patients with CT-confirmed intramural gastric air most consistent with GE. Two had associated portal venous gas. The cases occurred in distinct clinical contexts: infectious gastroenteritis with retching, transient midgut volvulus with obstructive gastric overdistension, and alcohol-related upper gastrointestinal bleeding with forceful vomiting and a Mallory–Weiss tear. Although early EG could …

A Longitudinal Multi‑Proxy Geospatial Classification Of Peri‑Urban Transitions Across Community Health Units In Coastal Kenya, Prissy Makena, Felix Oluoch, Rosebella Iseme, Fredrick Gudda, Alfred Keter, Jai Das, Zulfiqar Bhutta, Anthony Ngugi

Population Health, East Africa

Background Urbanization is spatially heterogeneous in many sub-Saharan African settings. This complicates community health planning when rural and peri-urban labels are applied informally or updated inconsistently. We assessed whether multiple publicly available geospatial proxies could characterize settlement dynamics and support Community Health Unit (CHU) level classification within the Kaloleni Rabai Health and Demographic Surveillance System (KRHDSS) in coastal Kenya.

Methods We conducted a longitudinal ecological analysis across 10 CHUs in Kilifi County with annual observations from 2017 to 2024. Five geospatial proxy indicators of settlement intensity were summarized within CHU boundaries: Visible Infrared Imaging Radiometer Suite (VIIRS) nighttime lights radiance, …

Transfusion Intensity In The Icu: Reasons And Triggers, Merijn Reuland, Senta Raasveld, Jimmy Schenk, Claudia Oord, Sanne Bruin, Caroline Schaap, Andrew Flint, Jan Bakker, Maurizio Cecconi, Marcus Lance

Anaesthesiology, East Africa

Background The reasons and physiological triggers for blood transfusion in critically ill patients are not well characterized. Beyond hemoglobin levels, hemodynamic instability is frequently cited, but its role across clinical contexts remains unclear.

Aims (1) To determine whether reasons and triggers for RBC transfusion differ across intensive care unit (ICU) days with varying transfusion intensity. (2) To describe reasons for non-RBC transfusions across these intensity groups.

Methods This sub-study of the prospective International Point Prevalence Study of Intensive Care Unit Transfusion Practices (InPUT) classified ICU days by transfusion intensity: nonmajor (1 RBC unit), major (≥2 units), and massive (≥6 units …

Advancing Health Equity In Global Oncology: A Collaborative Academic-Cancer Society-Industry Program To Address Health Disparities In Sub-Saharan Africa, Kenneth Merrell, Ben Kamdem-Talom, Hannah Anie, Christine Wekesa, Nomsa Tsikai, Miriam Mutebi, Rakiya Saidu, Nwamaka Lasebikan, Adamu Bojude, Randiak Alaro

General Surgery, East Africa

Purpose Cancer care capacity in sub-Saharan Africa (SSA) is constrained by late diagnosis and limited treatment access. Few funding mechanisms support innovative, locally led programs to address these challenges. A collaborative initiative was developed to strengthen oncology care through quality improvement (QI) projects.

Materials and Methods The program was developed by Global Bridges Oncology (GBO) at Mayo Clinic, Pfizer Global Medical Grants, and the African Organisation for Research and Training in Cancer. A committee composed primarily of African oncology experts guided the process. An RFP was disseminated across SSA in English, French, and Portuguese, inviting applications to improve diagnostic and …

Expanding Cleft Surgical Workforce Capacity In Low- And Middle-Income Countries Through Competency-Based Training, Daniel Bradley, Jonathan Diaz, Emily Jones, Kealani Unkel, Atenas Bustamante, Zenebe Gebremariyam, Daniel Abate, Mamy Andriamanarivo, Mekonen Abebe, Armando Siu

General Surgery, East Africa

Objective To evaluate a competency-based cleft surgery training pathway designed to expand local surgical capacity in low- and middle-income countries (LMICs).

Design Prospective observational study of cleft surgery training outcomes between July 2022 and September 2024.

Setting Operation Smile cleft surgery programs and partner hospitals in LMICs, with integrated virtual education.

Patients/Participants Twenty trainee cleft surgeons from 11 countries.

Interventions A competency-based training pathway combining virtual education and mentored operative experience, with assessment using a validated surgical competency tool.

Main Outcome Measures Changes in self-reported surgical confidence and educator-rated surgical competency

Results Trainee cleft surgeons participated in 1168 cleft lip …

Lessons Learned From The Validation Of A Machine Learning-Based Colorectal Carcinoma Screening Pipeline In Sub-Saharan Africa, Alfred Githuka, Ulysses Balis, Ye Chan Kim, Eileen Weinheimer-Haus, Christopher Williams, Jerome Cheng, Kelou Yao, John Blau, Shahin Sayed, Mansoor Saleh

Haematology and Oncology, East Africa

Background Artificial intelligence for digital pathology may improve cancer detection and workflow efficiency in low- and middle-income countries, but most models are trained and validated in high-income settings, creating uncertainty about generalizability and real-world deployability under differing pre-analytic and infrastructure conditions.

Objective To validate a locally optimized colorectal carcinoma screening pipeline, retrained on data from a local Kenyan cohort, and to assess its feasibility as a sensitivity-forward assistive pre-screening workflow.

Methods Formalin-fixed, paraffin-embedded hematoxylin and eosin-stained slides from 136 biopsy-proven colonic adenocarcinoma cases and 20 normal controls from 2 Kenyan institutions were digitized at 40× using a Grundium Ocus scanner. …

"I Can See Where This Is Taking Me": Medical Students' Perceptions Of Humanities Courses At Aga Khan University, Kenya, Catherine Gathu, Marthaclaire Zammit, Urvi Saboo, Robert Opoka

Family Medicine, East Africa

Background Humanities courses in medical training are increasingly recognized as essential for developing empathetic, reflective and socially responsive physicians. Although well-established globally, their integration into medical education in African contexts remains limited. In Kenya, humanities are often peripheral within curricula dominated by biomedical sciences and clinical medicine. Aga Khan University (AKU), Nairobi, has introduced a novel medical curriculum that embeds seven core humanities courses as central components of the initial phase of its MBChB program. This study explored students’ perceptions and lived experiences of these humanities courses.

Methods A retrospective descriptive study using an embedded mixed-methods design was conducted among …

Co-Creation Of Global Public Health Interventions Within The Context Of Limited Resources: A Conceptual Qualitative Framework For Modest Co-Creation, Kahabi Isangula, Constance Constance Shumba

School of Nursing & Midwifery, East Africa

Co-creation is increasingly promoted in global public health as a participatory methodology that centres lived experiences, the preferences, and structural realities of those most affected by health interventions. Within human-centred design (HCD), co-creation is typically operationalised through intensive cycles of qualitative inquiry, in-person workshops, facilitation, and iterative prototyping. While these approaches are methodologically robust, they are often resource-intensive and difficult to implement in low- and middle-income countries (LMICs) and other low resource settings, precisely where context-sensitive and equitable intervention design is most needed. Despite this tension, existing literature offers limited guidance on how co-creation can be meaningfully adapted to such …

Maternal, Perinatal, Neonatal, And Postpartum Outcomes Following Severe Acute Respiratory Syndrome - Coronavirus-2 Infection In Pregnancy: A World Health Organization Multi-Country Prospective Cohort Study, Edna Kara, Sami Gottlieb, Nathalie Broutet, Anna Thorson, Marie Delnord, Ibukun-Oluwa Abejirinde, Ronaldo Silva, Marleen Temmerman, Rodney Adam, Ingrid Gichere

Pathology, East Africa

Background Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection has raised global concerns regarding its impact on pregnant women and their infants, particularly across evolving variants. This study aimed to determine if infection during pregnancy increased the risk of adverse maternal, perinatal, neonatal, or postpartum outcomes during pre-Omicron and Omicron periods.

Methods We conducted a prospective cohort study in 10 primarily low- and middle-income countries, comprising public and private maternity hospitals in rural and urban areas. Maternal age and comorbidity adjusted mixed-effects models with country-specific random intercepts were used to estimate relative risks (RRs) comparing participants with and without infection …

Demographic And Clinical Characteristics Of Participants In The Neuropsychiatric Genetics Of African Populations-Psychosis (Neurogap-Psychosis) Study: A Descriptive Analysis, Rocky Stroud, Kimberly Hook, Melkam Alemayehu, Lukoye Atwoli, Mark Baker, Lori Chibnik, Bizu Gelaye, Stella Gichuru, Symon Kariuki, Rehema Mwema

Internal Medicine, East Africa

Background Approximately 1.3 million individuals in sub-Saharan Africa, as well as millions of others worldwide, live with psychotic disorders. However, there is limited mental health research based on these populations and even less of a focus on neuropsychiatric genetics research within these settings.

Methods To address this gap, the Neuropsychiatric Genetics of African Populations-Psychosis (NeuroGAP-Psychosis), a case-control study, collected data identifying genetic and environmental risk factors associated with psychotic disorders in Ethiopia, Kenya, South Africa, and Uganda. This paper describes baseline demographic and clinical characteristics of the 42,953 participants recruited between 2018–2023 and compares these characteristics by country and case …

Persistent Gaps In Management And Risk Factor Control Among Patients With Atherosclerotic Cardiovascular Disease: All Of Us Research Program, Yakubu Bene-Alhasan, Soad Al Osta, Yussif Issaka, Isaac Acquah, Ahmad Alkhatib, Leen Othman, Samuel Mensah, Ato Howard, Christie Ballantyne, Salim S. Virani

Population Health, East Africa

Background

Methods

Community-Based Tuberculosis Screening With Computer-Aided Detection Technology Alone And In Combination With Point-Of-Care C-Reactive Protein Testing: A Paired Screen-Positive Trial, Klaus Reither, Fiona Vanobberghen, Anna Verjans, Harsh Harkare, Bart Jacobs, Alastair Heerden, Shriya Misra, Fabrizio Tedios, Curdin Brugger, Alfred Keter

Population Health, East Africa

Background Active tuberculosis case-finding in communities is crucial for early disease detection and disruption of transmission; however, it is complex and costly. A thorough analysis of tuberculosis screening strategies is essential, particularly because the health systems affected often have limited resources. We aimed to compare two community screening approaches in terms of tuberculosis case yield and cost.

Methods This pragmatic community trial, with a paired screen-positive design (ie, within-person comparison), was conducted in the Butha-Buthe District in Lesotho and the uMgungundlovu District in South Africa. All household members aged at least 18 years were eligible to participate, except those who …

Just Opt For Caesarean Section And Pick The Birthdate': A Qualitative Study Exploring Women's Delivery Preferences After Caesarean Section In Urban Tanzania, Daudi Gidion, Columba Mbekenga, Miriam Mgonja, Marleen Temmerman, Muzdalfat Abeid

Obstetrics and Gynaecology, East Africa

Objectives To explore perspectives, preferences and decision-making regarding mode of delivery after a previous caesarean section among women in urban Tanzania.

Design A descriptive qualitative study using semi-structured in-depth interviews. Data were analysed using thematic analysis.

Setting A private tertiary hospital in Dar es Salaam, Tanzania.

Participants 11 women with one previous caesarean section who delivered at the study site were interviewed on the third day after delivery. Participants were purposively sampled to include both modes of delivery: five women underwent repeat caesarean section and six attempted a trial of labour after caesarean (TOLAC).

Results Thematic analysis identified four key …

Effects Of Targeted Interventions On Hiv Testing, Knowledge And Sexual Risk Behaviours Among Long-Distance Truck Drivers: A Systematic Review And Meta-Analysis, Cyrus Mutie, Berrick Otieno, Kawira Kithuci, John Gachohi, Grace Mbuthia

School of Nursing & Midwifery, East Africa

Objectives We aimed to systematically summarise and quantify the empirical evidence on targeted interventions and their effects on various HIV prevention outcomes for long-distance truck drivers (LDTDs) globally.

Design A systematic review and meta-analysis.

Data sources We searched PubMed, PubMed Central (PMC), Cumulated Index to Nursing and Allied Health Literature (CINAHL), ProQuest Central, EBSCOhost, ScienceDirect, World Health Organisation (Global Index Medicus), Cochrane Library, Scientific Electronic Library Online (SCiELO), Japan Science and Technology Information Aggregator, Electronic (J-STAGE) and China National Knowledge Infrastructure (CNKI) up to 15th May 2026.

Eligibility criteria We included original peer-reviewed interventional studies involving LDTDs of either gender …

Climate Change Education For Environmental Sustainability In Health Professions Education: A Modified Delphi, Moses Mutua, Mirriam Kivuva

School of Nursing & Midwifery, East Africa

No abstract provided.

Hiding In Plain Sight: A Case Of Intestinal Tuberculosis Masquerading As Benign Lower Gi Bleeding, Lavender Otom, Priyanka Panwar, Gerald Odong, Fatma Kassim, Patricia Okiro, Christopher Opio, Saleem Abdulkarim

Internal Medicine, East Africa

Background Intestinal tuberculosis (TB) represents the most common form of abdominal TB, often affecting the ileocaecal region. Lower gastrointestinal bleeding is an uncommon presentation and may create significant diagnostic uncertainty, particularly in immunocompromised patients and in settings where inflammatory bowel disease is also encountered.

Case Presentation A woman in her sixties from Africa presented with recurrent diarrhoea and intermittent haematochezia over a 6-month period. Initial endoscopic evaluation was nondiagnostic. Cross-sectional imaging later demonstrated multifocal bowel involvement affecting both the small and large bowel, including ileocaecal and rectoanal disease, with associated abdominopelvic lymphadenopathy. Histopathology from repeat colonoscopy biopsy showed caseating granulomas …

May Measurement Month 2023: Results Of An Opportunistic Blood Pressure Screening Campaign In Kenya, Mzee Ngunga, Thomas Beaney, Gabriele Kerr, Bernard Samia, Lilian Mbau, Neil Poulter, Hellen Nguchu, Jeilan Mohamed, Elijah Ogola

Internal Medicine, East Africa

The May Measurement Month (MMM) is a global screening campaign launched in 2017 to raise awareness of raised blood pressure (BP). Kenya has participated in all previous MMM campaigns. Adults aged ≥18 years were recruited through convenience sampling in nine counties of Kenya. Three seated BP readings were taken on each participant, and a questionnaire collected information on demographics, lifestyle factors, and comorbidities. Hypertension was defined as a systolic BP ≥140mmHg or diastolic BP ≥90mmHg or being on BP-lowering medication. Controlled BP was defined as being on BP-lowering medication with a BP < 140/90mmHg. Multiple imputation was used to estimate missing BP readings. In total, 4,601 were screened, with a mean age of 41.7 years and 42.7% were female. Of all participants, 1,176 (25.6%) had hypertension, of whom 198 (16.8%) were aware, and 190 (16.2%) were on antihypertensive medication. Of those on antihypertensive medication, 65 (34.2%) had controlled BP, and of all participants with hypertension, 5.5% had controlled BP. The mean systolic and diastolic BPs of those on treatment was significantly higher than those without hypertension. Hypertensive disease in a previous pregnancy was associated with higher BP amongst female participants.

The MMM campaign in Kenya identified a substantial …

Characteristics Of Intensive Care Unit Registries - Findings From The Global Registry Icu Datasets (Grid) Survey, Luigi Pisani, Paola Lecce, Cornelius Sendagire, Vrindha Pari, Carlo Olivieri, Rabiul Uddin, Diptesh Aryal, Priyantha Athapattu, Sean Bagshaw, Wangari Siika

Anaesthesiology, East Africa

Background: Intensive care unit registries, which aim to improve the quality of intensive care unit care through benchmarking and quality improvement initiatives, are active worldwide, with considerable dishomogeneity. We aimed to map core datasets, additional variables, and research activities of these registries.

Methods: A cross-sectional survey was disseminated to registry leads between October 2023 and June 2024. The survey was structured into four main topics: registry characteristics and coverage, core dataset features, additional modules, and registry-enabled research.

Results: Leads of 34/42 national registries responded (response rate 81%), covering 3,337 intensive care units, with a larger representation from …

Evaluating The Accuracy Of Face2gene Phenotyping Tools In South African Children With Neurodevelopmental Disorders, Hendrike Mcdonald, Zandrè Bruwer, Michal Zieff, Emma Eastman, Brigitte Melly, Rizqa Sulaiman-Bardien, Karen Fieggen, Shahida Moosa, Charles Newton, Amina Abubakar

Institute for Human Development, East Africa

Objectives Computational phenotyping tools, like Face2Gene, are increasingly used to support genetic diagnosis by analysing facial features. These tools perform well in Global North populations but are less accurate in other groups. This study aimed to assess the performance of Face2Gene’s DeepGestalt, FeatureMatcher, and D-Score in South African children with neurodevelopmental disorders (NDDs) and unaffected controls.

Methods Facial photographs of 301 children from the NeuroDev South Africa study were analysed including 36 children with NDDs with a confirmed molecular diagnosis, 176 with NDDs without a confirmed molecular diagnosis, and 89 controls. Diagnostic accuracy of DeepGestalt and FeatureMatcher was assessed by …

Exploration Of The Vein To Vein Blood Transfusion System In Three Kenyan Counties: A Qualitative Study, Linda Barnes, Jennifer Makin, Jose Paiz, Jana Macleod, Cindy Makanga, Tecla Chelagat, Alejandro Munoz-Valencia, Ejemai Eboreime, Robert Kaburu, Carolyne Njoki

Anaesthesiology, East Africa

Background Severe shortages of blood for transfusion are a persistent global health crisis, with the burden disproportionately concentrated in low-income countries. Diverse stakeholder perspectives on blood availability might inform improvements. We aimed to use a comprehensive approach to identify the challenges, facilitators, and innovations within the blood transfusion continuum (BTC) in three different Kenyan settings.

Methods In this qualitative study, we interrogated the BTC in Siaya, Nakuru, and Turkana counties as part of the Pathways for Innovation in Blood Transfusion Systems in Kenya (PITS Kenya) mixed methods research study. We used purposive sampling, and through interviews and focus group discussions, …