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BACKGROUND: In resource limited settings, children with cardiac disease present late, have poor outcomes and access to paediatric cardiology programmes is limited. Cardiac point of care ultrasound was introduced at several Médecins Sans Frontières sites to facilitate cardiopulmonary assessment. We describe the spectrum of disease, case management and outcomes of cases reviewed over the Telemedicine platform. METHODS: Previously ultrasound naïve, remotely placed clinical teams received ultrasound training on focussed image acquisition. The Médecins Sans Frontières Telemedicine platform was utilised for remote case and imaging review to diagnose congenital and acquired heart disease and guide management supported by a remotely situated paediatric cardiologist. RESULTS: Two-hundred thirty-three cases were reviewed between 2016 and 2018. Of 191 who underwent focussed cardiac ultrasound, diagnoses included atrial and ventricular septal defects 11%, atrioventricular septal defects 7%, Tetralogy of Fallot 9%, cardiomyopathy/myocarditis 8%, rheumatic heart disease 8%, isolated pericardiac effusion 6%, complex congenital heart disease 4% and multiple other diagnoses in 15%. In 17%, there was no identifiable abnormality while 15% had inadequate imaging to make a diagnosis. Cardiologist involvement led to management changes in 75% of cases with a diagnosis. Mortality in the entire group was disproportionately higher among neonates (38%, 11/29) and infants (20%, 16/81). There was good agreement on independent review of selected cases between two independent paediatric cardiologists. CONCLUSION: Cardiac point of care ultrasound performed by remote clinical teams facilitated diagnosis and influenced management in cases reviewed over a Telemedicine platform. This is a feasible method to support clinical care in resource limited settings.
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Cardiopatías Congénitas , Defectos del Tabique Interventricular , Sistemas de Atención de Punto , Ultrasonografía , Ecocardiografía , Cardiopatías Congénitas/diagnóstico por imagen , Cardiopatías Congénitas/terapia , Defectos del Tabique Interventricular/diagnóstico por imagen , Humanos , Lactante , Recién NacidoRESUMEN
OBJECTIVE: Description of tuberculosis (TB)-focused point-of-care ultrasound (POCUS) findings for children with presumptive TB. DESIGN: Cross-sectional study (July 2019 to April 2020). SETTING: Simão Mendes hospital in Bissau, a setting with high TB, HIV, and malnutrition burdens. PARTICIPANTS: Patients aged between 6 months and 15 years with presumptive TB. INTERVENTIONS: Participants underwent clinical, laboratory and unblinded clinician-performed POCUS assessments, to assess subpleural nodules (SUNs), lung consolidation, pleural and pericardial effusion, abdominal lymphadenopathy, focal splenic and hepatic lesions and ascites. Presence of any sign prompted a POCUS positive result. Ultrasound images and clips were evaluated by expert reviewers and, in case of discordance, by a second reviewer. Children were categorised as confirmed TB (microbiological diagnosis), unconfirmed TB (clinical diagnosis) or unlikely TB. Ultrasound findings were analysed per TB category and risk factor: HIV co-infection, malnutrition and age. RESULTS: A total of 139 children were enrolled, with 62 (45%) women and 55 (40%) aged <5 years; 83 (60%) and 59 (42%) were severely malnourished (SAM) and HIV-infected, respectively. TB confirmation occurred in 27 (19%); 62 (45%) had unconfirmed TB and 50 (36%) had unlikely TB. Children with TB were more likely to have POCUS-positive results (93%) compared with children with unlikely TB (34%). Common POCUS signs in patients with TB were: lung consolidation (57%), SUNs (55%) and pleural effusion (30%), and focal splenic lesions (28%). In children with confirmed TB, POCUS sensitivity was 85% (95% CI) (67.5% to 94.1%). In those with unlikely TB, specificity was 66% (95% CI 52.2% to 77.6%). Unlike HIV infection and age, SAM was associated with a higher POCUS-positivity. Cohen's kappa coefficient for concordance between field and expert reviewers ranged from 0.6 to 0.9. CONCLUSIONS: We found a high prevalence of POCUS signs in children with TB compared with children with unlikely TB. POCUS-positivity was dependent on nutritional status but not on HIV status or age. TB-focused POCUS could potentially play a supportive role in the diagnosis of TB in children. TRIAL REGISTRATION NUMBER: NCT05364593.
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Infecciones por VIH , Desnutrición , Tuberculosis , Humanos , Niño , Femenino , Lactante , Masculino , Estudios Transversales , Infecciones por VIH/complicaciones , Infecciones por VIH/epidemiología , Sistemas de Atención de Punto , Guinea Bissau , Tuberculosis/diagnóstico , Ultrasonografía/métodos , Desnutrición/diagnóstico por imagen , Desnutrición/complicacionesRESUMEN
As anyone who has witnessed firsthand knows, healthcare delivery in low-resource settings is fundamentally different from more affluent settings. Artificial Intelligence, including Machine Learning and more specifically Deep Learning, has made amazing advances over the past decade. Significant resources are now dedicated to problems in the field of medicine, but with the potential to further the digital divide by neglecting underserved areas and their specific context. In the general case, Deep Learning remains a complex technology requiring deep technical expertise. This paper explores advances within the narrower field of deep learning image analysis that reduces barriers to adoption and allows individuals with less specialized software skills to effectively employ these techniques. This enables a next wave of innovation, driven largely by problem domain expertise and the creative application of this technology to unaddressed concerns in LMIC settings. The paper also explores the central role of NGOs in problem identification, data acquisition and curation, and integration of new technologies into healthcare systems.
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Lung ultrasound is increasingly used as a diagnostic tool for pulmonary pathologies by nonspecialist clinicians in resource-limited settings where chest X-ray may not be readily available. However, the optimal technique for lung ultrasound in these settings is not yet clearly defined. We describe here our experience of implementing a standardized, focused six-zone, 12-view lung ultrasound scanning technique with a high-frequency probe in both adults and children in a resource-limited setting in sub-Saharan Africa. Our experience suggests that this may be a feasible technique to rapidly introduce lung ultrasound to new learners that can be adapted to emergency or outbreak settings. However, research is needed to determine how this technique compares with clinical examination and other available tests for the diagnosis of pathology commonly encountered in resource-limited settings.
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Enfermedades Pulmonares/diagnóstico , Pulmón/diagnóstico por imagen , Ultrasonografía/métodos , Adolescente , Adulto , África del Sur del Sahara , Anciano , Anciano de 80 o más Años , Niño , Preescolar , Femenino , Humanos , Lactante , Recién Nacido , Masculino , Persona de Mediana Edad , Adulto JovenRESUMEN
BACKGROUND: Visceral leishmaniasis (VL) is predominantly a neglected tropical parasitic disease but may also be acquired by travellers. We aimed at summarizing knowledge on sonographic presentation of VL to better understand sonographic features of VL. METHODS: PubMed was searched for studies and case reports presenting original data on sonographic findings of VL, published before August 13th, 2019. Demographic, clinical, and sonographic data were extracted and summarized in a qualitative approach. RESULTS: A total of 36 publications were included in this review; 27 of these were case reports and the remainder were prospective or retrospective studies. No study reported systematic cross-sectional comparative imaging. Overall, publications reported on 512 patients with VL of whom 12 were reported HIV-infected. Spleno- and hepatomegaly were the most frequently reported findings. Further relevant and repeatedly reported findings were splenic and hepatic lesions, abdominal lymphadenopathy, pleural and pericardial effusion and ascites. Reported focal splenic lesions were heterogeneous in size, shape, and echogenicity. Several publications reported gradual diminution and resolution of sonographic findings with VL treatment. CONCLUSION: Available literature on sonographic findings of VL is limited. Available reports indicate that spleno- and hepatomegaly, free fluid, abdominal lymphadenopathy, and focal splenic lesions may be common sonographic features in patients with VL. Because of the apparent overlap of sonographic features of VL, extrapulmonary tuberculosis and other conditions, interpretation of sonographic findings needs to be made with particular caution.
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Leishmaniasis Visceral , Estudios Transversales , Humanos , Leishmaniasis Visceral/diagnóstico por imagen , Estudios Prospectivos , Estudios Retrospectivos , UltrasonografíaRESUMEN
BACKGROUND: Few fetuses survive childbirth when the mother is positive for Ebola virus, with almost all being miscarried or stillborn, or dying shortly after birth. Before 2019, only two infants had been reported surviving past 28 days, of whom one tested positive for Ebola virus and subsequently received experimental therapies. Little is understood regarding the care of surviving neonates born to Ebola virus-positive mothers in the postnatal period and how novel anti-Ebola virus therapies might affect neonatal outcomes. METHODS: In this case series, we report on two neonates liveborn during the 2018-20 North Kivu Ebola epidemic in the Democratic Republic of the Congo who, along with their Ebola virus-positive mothers, received investigational monoclonal antibody treatment (mAB114 or REGN-EB3) as part of a randomised controlled trial (NCT03719586). FINDINGS: Both infants were born Ebola-negative and progressed well while in the Ebola Treatment Centre. Neither neonate developed evidence of Ebola virus disease during the course of the admission, and both were Ebola-negative at 21 days and remained healthy at discharge. INTERPRETATION: To our knowledge these neonates are the first documented as Ebola virus-negative at birth after being born to Ebola virus-positive mothers, and only the third and fourth neonates ever documented to have survived into infancy. Although no conclusions can be drawn from this small case series, and further research is required to investigate the neonatal effects of antibody therapies, these cases warrant review regarding whether post-delivery antibody therapy should be considered for all liveborn neonates of Ebola virus-positive mothers. In the context of a low resource setting, where survival of low-birthweight infants is poor, these cases also highlight the importance of adequate neonatal care. FUNDING: None.
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Anticuerpos Monoclonales/uso terapéutico , Fiebre Hemorrágica Ebola/tratamiento farmacológico , Factores Inmunológicos/uso terapéutico , Transmisión Vertical de Enfermedad Infecciosa/prevención & control , Complicaciones Infecciosas del Embarazo/tratamiento farmacológico , Adolescente , República Democrática del Congo , Ebolavirus/aislamiento & purificación , Femenino , Fiebre Hemorrágica Ebola/sangre , Humanos , Lactante , Recién Nacido , Nacimiento Vivo , Muerte Materna , Embarazo , Complicaciones Infecciosas del Embarazo/sangre , Ensayos Clínicos Controlados Aleatorios como Asunto , Adulto JovenRESUMEN
Lower respiratory tract infections (LRTIs) are the leading cause of deaths in children < 5 years old worldwide, particularly affecting low-resource settings such as Aweil, South Sudan. In these settings, diagnosis can be difficult because of either lack of access to radiography or clinical algorithms that overtreat children with antibiotics who only have viral LRTIs. Point-of-care ultrasound (POCUS) has been applied to LRTIs, but not by nonphysician clinicians, and with limited data from low-resource settings. Our goal was to examine the feasibility of training the mid-level provider cadre clinical officers (COs) in a Médecins Sans Frontières project in South Sudan to perform a POCUS algorithm to differentiate among causes of LRTI. Six COs underwent POCUS training, and each subsequently performed 60 lung POCUS studies on hospitalized pediatric patients < 5 years old with criteria for pneumonia. Two blinded experts, with a tiebreaker expert adjudicating discordant results, served as a reference standard to calculate test performance characteristics, assessed image quality and CO interpretation. The COs performed 360 studies. Reviewers rated 99.1% of the images acceptable and 86.0% CO interpretations appropriate. The inter-rater agreement (κ) between COs and experts for lung consolidation with air bronchograms was 0.73 (0.63-0.82) and for viral LRTI/bronchiolitis was 0.81 (0.74-0.87). It is feasible to train COs in South Sudan to use a POCUS algorithm to diagnose pneumonia and other pulmonary diseases in children < 5 years old.
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Personal de Salud/educación , Pediatría/educación , Sistemas de Atención de Punto , Infecciones del Sistema Respiratorio/diagnóstico por imagen , Ultrasonografía , Algoritmos , Preescolar , Estudios de Factibilidad , Femenino , Recursos en Salud , Humanos , Lactante , Pulmón/diagnóstico por imagen , Masculino , Pediatría/métodos , Neumonía/diagnóstico por imagen , Sudán del SurRESUMEN
We describe a case of a previously healthy 2-year-old female patient with rash, fever and vomiting for 10 days who presented for medical attention with acute profound balance and gait disturbances and intentional movement dysmetria. West Nile virus-specific IgM and IgG antibodies were detected in the patient's cerebrospinal fluid.