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People Who Self-Reported Testing HIV-Positive but Tested HIV-Negative: A Multi-Country Puzzle of Data, Serology, and Ethics, 2015-2021. 自述 HIV 检测呈阳性但检测结果为阴性的人群:2015-2021 年多国数据、血清学和伦理学之谜》(A Multi-Country Puzzle of Data, Serology, and Ethics, 2015-2021)。
IF 2.8 4区 医学
Tropical Medicine and Infectious Disease Pub Date : 2024-09-19 DOI: 10.3390/tropicalmed9090220
Melissa Metz, Vivian Hope Among, Tafadzwa Dzinamarira, Faith Ussery, Peter Nkurunziza, Janet Bahizi, Samuel Biraro, Francis M Ogollah, Joshua Musinguzi, Wilford Kirungi, Mary Naluguza, Christina Mwangi, Sehin Birhanu, Lisa J Nelson, Herbert Longwe, Frieda Sara Winterhalter, Andrew C Voetsch, Bharat S Parekh, Hetal K Patel, Yen T Duong, Rachel Bray, Shannon M Farley
{"title":"People Who Self-Reported Testing HIV-Positive but Tested HIV-Negative: A Multi-Country Puzzle of Data, Serology, and Ethics, 2015-2021.","authors":"Melissa Metz, Vivian Hope Among, Tafadzwa Dzinamarira, Faith Ussery, Peter Nkurunziza, Janet Bahizi, Samuel Biraro, Francis M Ogollah, Joshua Musinguzi, Wilford Kirungi, Mary Naluguza, Christina Mwangi, Sehin Birhanu, Lisa J Nelson, Herbert Longwe, Frieda Sara Winterhalter, Andrew C Voetsch, Bharat S Parekh, Hetal K Patel, Yen T Duong, Rachel Bray, Shannon M Farley","doi":"10.3390/tropicalmed9090220","DOIUrl":"https://doi.org/10.3390/tropicalmed9090220","url":null,"abstract":"<p><p>During population-based HIV impact assessments (PHIAs), some participants who self-reported testing HIV-positive (PSRP) tested negative in one or more subsequent survey HIV tests. These unexpected discrepancies between their self-reported results and the survey results draw into question the validity of either the self-reported status or the test results. We analyzed PSRP with negative test results aged 15-59 years old using data collected from 2015 to 2021 in 13 countries, assessing prevalence, self-report status, survey HIV status, viral load, rapid tests and confirmatory tests, and answers to follow-up questions (such as years on treatment). Across these surveys, 19,026 participants were PSRP, and 256 (1.3%) of these were concluded to be HIV-negative after additional survey-based testing and review. PSRP determined to be HIV-negative trended higher in countries with a higher HIV prevalence, but their number was small enough that accepting self-reported HIV-positive status without testing would not have significantly affected the prevalence estimates for HIV or viral load suppression. Additionally, using more detailed information for Uganda, we examined 107 PSRP with any negative test results and found no significant correlation with years on treatment or age. Using these details, we examined support for the possible reasons for these discrepancies beyond misdiagnosis and false reporting. These findings suggest that those conducting surveys would benefit from a nuanced understanding of HIV testing among PSRP to conduct surveys ethically and produce high-quality results.</p>","PeriodicalId":23330,"journal":{"name":"Tropical Medicine and Infectious Disease","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11435972/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142354667","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Schistosomiasis in the Military-A Narrative Review. 军队中的血吸虫病--叙事回顾。
IF 2.8 4区 医学
Tropical Medicine and Infectious Disease Pub Date : 2024-09-19 DOI: 10.3390/tropicalmed9090221
Diana Isabela Costescu Strachinaru, Jemima Nyaboke Nyandwaro, Anke Stoefs, Eric Dooms, Peter Vanbrabant, Pierre-Michel François, Mihai Strachinaru, Marjan Van Esbroeck, Emmanuel Bottieau, Patrick Soentjens
{"title":"Schistosomiasis in the Military-A Narrative Review.","authors":"Diana Isabela Costescu Strachinaru, Jemima Nyaboke Nyandwaro, Anke Stoefs, Eric Dooms, Peter Vanbrabant, Pierre-Michel François, Mihai Strachinaru, Marjan Van Esbroeck, Emmanuel Bottieau, Patrick Soentjens","doi":"10.3390/tropicalmed9090221","DOIUrl":"https://doi.org/10.3390/tropicalmed9090221","url":null,"abstract":"<p><p>Schistosomiasis is a parasitosis caused by trematodes of the genus <i>Schistosoma</i>. Humans are infected when coming into contact with freshwater containing the parasites' infective stages, which are amplified through freshwater-dwelling snails acting as intermediate hosts. Schistosomiasis has posed significant problems for troops exposed to freshwater in endemic regions ever since the Napoleonic wars. Schistosomiasis has substantial differences in clinical presentation, depending on the type of parasite, intensity of infection and reinfection, clinical form, and disease stage. It can remain undiagnosed for long periods of time, with well-known long-term morbidity and mortality risks. The diagnosis of schistosomiasis depends on its stage and relays on several tests, all with limitations in sensitivity and specificity. The diagnostic gold standard is the detection of eggs in urine, feces, or tissue biopsies, but this can raise problems in patients such as military personnel, in which the worm burden is usually low. Praziquantel is the drug of choice for schistosomiasis. Currently, there is no available commercial vaccine against any <i>Schistosoma</i> parasite. Avoiding freshwater exposure is the best prevention. Herein, we review the clinical presentation, diagnosis, treatment, and prevention of schistosomiasis in the military. This information may decrease the impact of schistosomiasis on this particular professional group.</p>","PeriodicalId":23330,"journal":{"name":"Tropical Medicine and Infectious Disease","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11436125/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142336643","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Tolerability and Safety of Miltefosine for the Treatment of Cutaneous Leishmaniasis. 米替福新治疗皮肤利什曼病的耐受性和安全性
IF 2.8 4区 医学
Tropical Medicine and Infectious Disease Pub Date : 2024-09-19 DOI: 10.3390/tropicalmed9090218
Nadav Astman, Chen Arbel, Oren Katz, Aviv Barzilai, Michal Solomon, Eli Schwartz
{"title":"Tolerability and Safety of Miltefosine for the Treatment of Cutaneous Leishmaniasis.","authors":"Nadav Astman, Chen Arbel, Oren Katz, Aviv Barzilai, Michal Solomon, Eli Schwartz","doi":"10.3390/tropicalmed9090218","DOIUrl":"https://doi.org/10.3390/tropicalmed9090218","url":null,"abstract":"<p><p>Miltefosine, an orally administered drug, is an important component of the therapeutic arsenal against visceral and mucosal forms of leishmaniasis. However, data regarding the safety and tolerability of miltefosine treatment for cutaneous leishmaniasis (CL) are relatively limited. The aim of this study was to evaluate the tolerability, safety, and adverse events (AEs) of miltefosine treatment in patients with CL. In this cohort study, we reviewed the medical records of all miltefosine-treated patients between 1 January 2016 and 31 December 2022, at Israel Defense Forces military dermatology clinics and the dermatology and Tropical Medicine Clinics at Chaim Sheba Medical Center, Ramat-Gan, Israel. A total of 68 patients (54 males, 79%) with a median age of 30.3 ± 15.6 years (range: 18-88) were included in this study. <i>Leishmania</i> species were identified as <i>L. major</i> (n = 37, 54.4%), <i>L. tropica</i> (n = 12, 17.6%), <i>L. braziliensis</i> (n = 18, 26.5%), and <i>L. infantum</i> (n = 1, 1.5%) using polymerase chain reaction (PCR). Miltefosine tablets were administered orally at a dose of 50 mg, three times daily, for 28 days. Overall, 44 patients (65%) completed the 28-day treatment, and the remaining patients required dose reduction or early discontinuation of treatment. AEs (of any degree) were common, reported in 91% of patients. Both previously reported and previously unreported AEs were documented. Gastrointestinal symptoms (66.1%) and malaise (23.5%) typically occurred during the first two weeks of treatment and tended to subside. Other AEs, including acute renal failure (20.6%), sudden and severe pleuritic chest pain (7.6%), acne exacerbation (11.8%), suppuration of CL lesions (17.8%), and AEs related to the male genitourinary system (39.6% of males), typically occurred towards the end of treatment. The latter included testicular pain, epididymitis, diminution or complete absence of ejaculate, inability to orgasm, and impotence. Severe AEs necessitated treatment discontinuation (29.4%) or hospitalization (10.3%). URTI-like symptoms, arthritis, cutaneous eruption, pruritus, and laboratory abnormalities were also observed. Overall, the cure rate (for all patients combined) evaluated 3 months after the completion of treatment was 60%. The tolerability of miltefosine treatment for CL is low. Close clinical and laboratory monitoring is required during treatment, as severe AEs are not uncommon. As new insights regarding its toxicities emerge, further studies are required to define the role of miltefosine in the treatment of CL.</p>","PeriodicalId":23330,"journal":{"name":"Tropical Medicine and Infectious Disease","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11436031/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142354674","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evaluation of Chemokines MIG and IP-10 as Immunological Biomarkers of Human Visceral Leishmaniasis: A Systematic Review. 评估作为人类内脏利什曼病免疫生物标志物的趋化因子 MIG 和 IP-10:系统综述。
IF 2.8 4区 医学
Tropical Medicine and Infectious Disease Pub Date : 2024-09-19 DOI: 10.3390/tropicalmed9090219
Bruna Eduarda Freitas Monteiro, Elis Dionísio da Silva, Walter Lins Barbosa Júnior, Amanda Virginia Batista Vieira, Roberta Dos Santos Souza, Maria Karollyne Dos Santos Paiva, Pablo Cantalice Santos Farias, Diego Lins Guedes, Gilberto Silva Nunes Bezerra, Zulma Maria de Medeiros
{"title":"Evaluation of Chemokines MIG and IP-10 as Immunological Biomarkers of Human Visceral Leishmaniasis: A Systematic Review.","authors":"Bruna Eduarda Freitas Monteiro, Elis Dionísio da Silva, Walter Lins Barbosa Júnior, Amanda Virginia Batista Vieira, Roberta Dos Santos Souza, Maria Karollyne Dos Santos Paiva, Pablo Cantalice Santos Farias, Diego Lins Guedes, Gilberto Silva Nunes Bezerra, Zulma Maria de Medeiros","doi":"10.3390/tropicalmed9090219","DOIUrl":"https://doi.org/10.3390/tropicalmed9090219","url":null,"abstract":"<p><p>Visceral leishmaniasis (VL) is a neglected tropical disease that is potentially fatal when untreated. Current diagnostic methods have limitations that contribute to ongoing transmission and poor prognosis. Thus, new tests are needed to provide quick, accurate diagnoses and evaluate clinical progression and treatment efficacy. The monokine induced by interferon-gamma (MIG) and interferon-gamma-inducible protein 10 (IP-10) has been associated with the host susceptibility to VL with potential diagnostic and prognostic purposes. We performed a systematic review using four search databases (Scopus, PubMed, Web of Science, and MEDLINE) to identify studies assessing MIG and IP-10 as potential biomarkers in patients with VL across various clinical conditions. A total of 13 studies were potentially eligible and included in this review. The articles, in general, reveal that the chemokines MIG and IP-10 are elevated in response to infection by <i>Leishmania</i> spp., acting on the host's resistance to the development of the disease. They are associated with asymptomatic conditions and after VL treatment, and this relationship can be observed in both immunocompetent and immunocompromised individuals. Consequently, these chemokines hold relevance in the diagnoses and appropriate management of individuals with VL.</p>","PeriodicalId":23330,"journal":{"name":"Tropical Medicine and Infectious Disease","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11435945/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142354660","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multidrug-Resistant Proteus mirabilis and Other Gram-Negative Species Isolated from Native Egyptian Chicken Carcasses. 从埃及本地鸡肉中分离出的耐多药变形杆菌和其他革兰氏阴性菌种
IF 2.8 4区 医学
Tropical Medicine and Infectious Disease Pub Date : 2024-09-18 DOI: 10.3390/tropicalmed9090217
Bassant Ashraf El-Saeed, Hend Ali Elshebrawy, Amira Ibrahim Zakaria, Adel Abdelkhalek, Kálmán Imre, Adriana Morar, Viorel Herman, Khalid Ibrahim Sallam
{"title":"Multidrug-Resistant <i>Proteus mirabilis</i> and Other Gram-Negative Species Isolated from Native Egyptian Chicken Carcasses.","authors":"Bassant Ashraf El-Saeed, Hend Ali Elshebrawy, Amira Ibrahim Zakaria, Adel Abdelkhalek, Kálmán Imre, Adriana Morar, Viorel Herman, Khalid Ibrahim Sallam","doi":"10.3390/tropicalmed9090217","DOIUrl":"https://doi.org/10.3390/tropicalmed9090217","url":null,"abstract":"<p><p>Poultry carcasses may be reservoirs for the zoonotic transmission of antimicrobial-resistant bacteria to humans and pose a major public health hazard. During the isolation of <i>Salmonella</i> from poultry and other foods, many of the presumptive typical <i>Salmonella</i> colonies on xylose lysine deoxycholate (XLD) agar were found to lack the <i>invA</i> gene, which is the specific target gene for <i>Salmonella</i> spp. Therefore, the current study aimed to estimate the prevalence and antimicrobial resistance profiles of extensively drug-resistant <i>invA</i>-negative non-<i>Salmonella</i> isolates recovered from native Egyptian chicken carcasses as presumptive <i>Salmonella</i> colonies on XLD agar. The non-<i>Salmonella</i> isolates were detected in 84% (126/150) of the examined native Egyptian chicken carcasses and classified into five genera, with prevalence rates of 64% (96/150), 14% (21/150), 6.7% (10/150), 3.3% (5/150), and 1.3% (2/150) for <i>Proteus</i>, <i>Citrobacter</i>, <i>Shigella</i>, <i>Pseudomonas</i>, and <i>Edwardsiella</i>, respectively. One hundred and ninety-five <i>invA</i>-negative, non-verified presumptive <i>Salmonella</i> isolates were recovered and classified at the species level into <i>Proteus mirabilis</i> (132/195; 67.7%), <i>Proteus vulgaris</i> (11/195; 5.6%), <i>Citrobacter freundii</i> (26/195; 13.3%), <i>Shigella flexneri</i> (8/195; 4.1%), <i>Shigella sonnei</i> (6/195; 3.1%), <i>Shigella dysenteriae</i> (3/195; 1.5%), <i>Pseudomonas fluorescens</i> (6/195; 3.1%), and <i>Edwardsiella tarda</i> (3/195; 1.5%). All (195/195; 100%) of these isolates showed resistance against cefaclor and fosfomycin. Additionally, these isolates showed high resistance rates of 98%, 92.8%, 89.7%, 89.2%, 89.2%, 86.7%, 80%, 78.5%, 74.4%, and 73.9% against cephalothin, azithromycin, vancomycin, nalidixic acid, tetracycline, sulfamethoxazole/trimethoprim, cefepime, gentamicin, cefotaxime, and ciprofloxacin, respectively. Interestingly, all (195/195; 100%) of the identified isolates were resistant to at least five antibiotics and exhibited an average MAR (multiple antibiotic resistance) index of 0.783. Furthermore, 73.9% of the examined isolates were classified as extensively drug-resistant, with an MAR index equal to 0.830. The high prevalence of extensively drug-resistant foodborne <i>Proteus</i>, <i>Citrobacter</i>, <i>Shigella</i>, <i>Pseudomonas</i>, and <i>Edwardsiella</i> isolated from native chicken carcasses poses a great hazard to public health and necessitates more monitoring and concern about the overuse and misuse of antibiotics in humans and animals. This study also recommends the strict implementation of GHP (good hygienic practices) and GMP (good manufacturing practices) in the chicken meat supply chain to protect consumer health.</p>","PeriodicalId":23330,"journal":{"name":"Tropical Medicine and Infectious Disease","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11436119/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142354663","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Murine Extraparenchymal Neurocysticercosis: Appropriate Model for Evaluating Anthelminthic and Anti-Inflammatory Treatment Schedules. 小鼠体外神经囊尾蚴病:评估驱虫药和消炎药治疗方案的适当模型
IF 2.8 4区 医学
Tropical Medicine and Infectious Disease Pub Date : 2024-09-16 DOI: 10.3390/tropicalmed9090215
Vinícius Tadeu Oliveira, Tatiane de Camargo Martins, Renato Tavares Conceição, Diego Generoso, Vânia Maria de Vasconcelos Machado, Sabrina Setembre Batah, Alexandre Todorovic Fabro, Marco Antônio Zanini, Edda Sciutto, Agnès Fleury, Pedro Tadao Hamamoto Filho
{"title":"Murine Extraparenchymal Neurocysticercosis: Appropriate Model for Evaluating Anthelminthic and Anti-Inflammatory Treatment Schedules.","authors":"Vinícius Tadeu Oliveira, Tatiane de Camargo Martins, Renato Tavares Conceição, Diego Generoso, Vânia Maria de Vasconcelos Machado, Sabrina Setembre Batah, Alexandre Todorovic Fabro, Marco Antônio Zanini, Edda Sciutto, Agnès Fleury, Pedro Tadao Hamamoto Filho","doi":"10.3390/tropicalmed9090215","DOIUrl":"https://doi.org/10.3390/tropicalmed9090215","url":null,"abstract":"<p><strong>Background: </strong>Experimental models of neurocysticercosis (NCC) are helpful for an improved understanding of the pathophysiological mechanisms of human diseases and for testing novel therapeutic approaches. Controlling inflammation without reducing the effectiveness of anthelmintics is an important challenge in treating neurocysticercosis. This study investigates the effects of currently used drugs (Albendazole and Dexamethasone) in treating murine extraparenchymal NCC.</p><p><strong>Methods: </strong>Twenty-two rats were inoculated with <i>Taenia crassiceps</i> in the subarachnoid space. The animals underwent magnetic resonance imaging to ascertain the success of infection 3 months after inoculation. The infected animals were randomly assigned to one of the three groups (five rats each): control (no treatment), Albendazole (ABZ), or Albendazole + Dexamethasone (ABZ + DXM) for 14 days. The animals were subsequently euthanised for morphological assessment 2 weeks after the end of treatment.</p><p><strong>Results: </strong>Macroscopically integrated cysts were found in all animals. The ABZ + DXM animals demonstrated lower ventricular sizes, lymphocyte infiltration rates, and immunopositivity for IL-6, with statistical differences in lymphocytes within the arachnoid region.</p><p><strong>Conclusions: </strong>This experimental model, which has previously shown similarities to human infections, is also helpful in reproducing the morphological changes upon treatment with Albendazole and Dexamethasone.</p>","PeriodicalId":23330,"journal":{"name":"Tropical Medicine and Infectious Disease","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11436084/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142354664","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Enhancing the Interpretability of Malaria and Typhoid Diagnosis with Explainable AI and Large Language Models. 利用可解释人工智能和大型语言模型提高疟疾和伤寒诊断的可解释性。
IF 2.8 4区 医学
Tropical Medicine and Infectious Disease Pub Date : 2024-09-16 DOI: 10.3390/tropicalmed9090216
Kingsley Attai, Moses Ekpenyong, Constance Amannah, Daniel Asuquo, Peterben Ajuga, Okure Obot, Ekemini Johnson, Anietie John, Omosivie Maduka, Christie Akwaowo, Faith-Michael Uzoka
{"title":"Enhancing the Interpretability of Malaria and Typhoid Diagnosis with Explainable AI and Large Language Models.","authors":"Kingsley Attai, Moses Ekpenyong, Constance Amannah, Daniel Asuquo, Peterben Ajuga, Okure Obot, Ekemini Johnson, Anietie John, Omosivie Maduka, Christie Akwaowo, Faith-Michael Uzoka","doi":"10.3390/tropicalmed9090216","DOIUrl":"https://doi.org/10.3390/tropicalmed9090216","url":null,"abstract":"<p><p>Malaria and Typhoid fever are prevalent diseases in tropical regions, and both are exacerbated by unclear protocols, drug resistance, and environmental factors. Prompt and accurate diagnosis is crucial to improve accessibility and reduce mortality rates. Traditional diagnosis methods cannot effectively capture the complexities of these diseases due to the presence of similar symptoms. Although machine learning (ML) models offer accurate predictions, they operate as \"black boxes\" with non-interpretable decision-making processes, making it challenging for healthcare providers to comprehend how the conclusions are reached. This study employs explainable AI (XAI) models such as Local Interpretable Model-agnostic Explanations (LIME), and Large Language Models (LLMs) like GPT to clarify diagnostic results for healthcare workers, building trust and transparency in medical diagnostics by describing which symptoms had the greatest impact on the model's decisions and providing clear, understandable explanations. The models were implemented on Google Colab and Visual Studio Code because of their rich libraries and extensions. Results showed that the Random Forest model outperformed the other tested models; in addition, important features were identified with the LIME plots while ChatGPT 3.5 had a comparative advantage over other LLMs. The study integrates RF, LIME, and GPT in building a mobile app to enhance the interpretability and transparency in malaria and typhoid diagnosis system. Despite its promising results, the system's performance is constrained by the quality of the dataset. Additionally, while LIME and GPT improve transparency, they may introduce complexities in real-time deployment due to computational demands and the need for internet service to maintain relevance and accuracy. The findings suggest that AI-driven diagnostic systems can significantly enhance healthcare delivery in environments with limited resources, and future works can explore the applicability of this framework to other medical conditions and datasets.</p>","PeriodicalId":23330,"journal":{"name":"Tropical Medicine and Infectious Disease","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11436130/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142354659","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Community-Wide Active Case Finding for Tuberculosis: Time to Use the Evidence We Have. 在社区范围内积极寻找结核病病例:是时候利用我们拥有的证据了。
IF 2.8 4区 医学
Tropical Medicine and Infectious Disease Pub Date : 2024-09-14 DOI: 10.3390/tropicalmed9090214
Mikaela Coleman, Chris Lowbridge, Philipp du Cros, Ben J Marais
{"title":"Community-Wide Active Case Finding for Tuberculosis: Time to Use the Evidence We Have.","authors":"Mikaela Coleman, Chris Lowbridge, Philipp du Cros, Ben J Marais","doi":"10.3390/tropicalmed9090214","DOIUrl":"https://doi.org/10.3390/tropicalmed9090214","url":null,"abstract":"<p><p>Tuberculosis, caused by the <i>Mycobacterium tuberculosis</i> (<i>Mtb</i>) bacteria, is one of the world's deadliest infectious diseases. Despite being the world's oldest pandemic, tuberculosis is very much a challenge of the modern era. In high-incidence settings, all people are at risk, irrespective of whether they have common vulnerabilities to the disease warranting the current WHO recommendations for community-wide tuberculosis active case finding in these settings. Despite good evidence of effectiveness in reducing tuberculosis transmission, uptake of this strategy has been lacking in the communities that would derive greatest benefit. We consider the various complexities in eliminating tuberculosis from the first principles of the disease, including diagnostic and other challenges that must be navigated under an elimination agenda. We make the case that community-wide tuberculosis active case finding is the best strategy currently available to drive elimination forward in high-incidence settings and that no time should be lost in its implementation. Recognizing that high-incidence communities vary in their epidemiology and spatiosocial characteristics, tuberculosis research and funding must now shift towards radically supporting local implementation and operational research in communities. This \"preparing of the ground\" for scaling up to community-wide intervention centers the local knowledge and local experience of community epidemiology to optimize implementation practices and accelerate reductions in community-level tuberculosis transmission.</p>","PeriodicalId":23330,"journal":{"name":"Tropical Medicine and Infectious Disease","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11436250/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142354638","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Replacement Therapy with Blood Products in People Living with HIV. 艾滋病病毒感染者的血液制品替代疗法。
IF 2.8 4区 医学
Tropical Medicine and Infectious Disease Pub Date : 2024-09-13 DOI: 10.3390/tropicalmed9090213
Mihaela Cristina Olariu, Mihaela Adela Iancu, Mihai Hristu Olariu, Victoria Aramă, Mădălina Simoiu, Miruna Maria Cruceru, Ecaterina Constanta Barbu, Paul Balanescu, Mihai Lazar
{"title":"Replacement Therapy with Blood Products in People Living with HIV.","authors":"Mihaela Cristina Olariu, Mihaela Adela Iancu, Mihai Hristu Olariu, Victoria Aramă, Mădălina Simoiu, Miruna Maria Cruceru, Ecaterina Constanta Barbu, Paul Balanescu, Mihai Lazar","doi":"10.3390/tropicalmed9090213","DOIUrl":"https://doi.org/10.3390/tropicalmed9090213","url":null,"abstract":"<p><p>Cytopenias or coagulation deficiencies can occur in people living with HIV (PLWH). The severity of these disorders is influenced by the low levels of CD4+ lymphocytes, viral load, and the stage of viral infection. The aim of our retrospective observational study was to determine the frequency of cytopenias and coagulation deficiencies in PLWH as well as the need for replacement therapy with blood products. We sought to determine whether there is an association between severe anemia or thrombocytopenia (requiring replacement therapy) and CD4+T lymphocyte levels. All 29 patients were critically ill, with 27 out of 29 (93%) in advanced stages of HIV disease and 23 out of 29 (79%) having CD4+ lymphocyte counts below 200 cells/microL. Most patients were either late presenters (45%) or had been lost to follow-up (41%). In addition to HIV infection, various conditions that could alter hematologic parameters were associated, including co-infections with hepatitis viruses, tuberculosis at various sites, malignant diseases, sepsis, SARS-CoV-2 infection, or other opportunistic infections. No significant correlation was found between severe anemia or severe thrombocytopenia or coagulation deficiencies and the CD4+T lymphocyte count. Our data suggest that these hematological disorders in patients with advanced HIV infection are more likely to be associated comorbidities rather than the HIV infection per se.</p>","PeriodicalId":23330,"journal":{"name":"Tropical Medicine and Infectious Disease","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11436115/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142354669","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Outbreaks in the Neonatal Intensive Care Unit: Description and Management. 新生儿重症监护室的疫情爆发:描述和管理。
IF 2.8 4区 医学
Tropical Medicine and Infectious Disease Pub Date : 2024-09-12 DOI: 10.3390/tropicalmed9090212
Chryssoula Tzialla, Alberto Berardi, Vito Mondì, On Behalf Of The Study Group Of Neonatal Infectious Diseases
{"title":"Outbreaks in the Neonatal Intensive Care Unit: Description and Management.","authors":"Chryssoula Tzialla, Alberto Berardi, Vito Mondì, On Behalf Of The Study Group Of Neonatal Infectious Diseases","doi":"10.3390/tropicalmed9090212","DOIUrl":"https://doi.org/10.3390/tropicalmed9090212","url":null,"abstract":"<p><p>Healthcare settings, especially intensive care units, can provide an ideal environment for the transmission of pathogens and the onset of outbreaks. Many factors can contribute to the onset of an epidemic in a neonatal intensive care unit (NICU), including neonates' vulnerability to healthcare-associated infections, especially for those born preterm; facility design; frequent invasive procedures; and frequent contact with healthcare personnel. Outbreaks in NICUs are one of the most relevant problems because they are often caused by multidrug-resistant organisms associated with increased mortality and morbidity. The prompt identification of an outbreak, the subsequent investigation to identify the source of infection, the risk factors, the reinforcement of routine infection control measures, and the implementation of additional control measures are essential elements to contain an epidemic.</p>","PeriodicalId":23330,"journal":{"name":"Tropical Medicine and Infectious Disease","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11435871/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142354665","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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