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1.
Malaria in pregnancy is associated with reduced birth weight. Most pathological studies of placental malaria infection have focused on severe Plasmodium falciparum infection. In the present study of 121 placentas delivered in a rural area of The Gambia, malaria infection was diagnosed in tissue sections using a simple classification system and severity of pathology was ranked semiquantitively. Deposition of malaria pigment in circulating cells was associated with active infections whereas pigment in fibrin was a feature of active-chronic infections. Primigravidae had higher levels of pigment at all sites, although these observations were not always significant. Thickening of the trophoblast basement membrane occurred in all infection categories but fibrinoid necrosis of chorionic villi was a feature of active and active-chronic infection. Both birth weight and placental weight were increased in infected placentas but widespread trophoblast basement membrane thickening was associated with decreased birth weight. Both birth weight and placental weight decreased with increased fibrinoid necrosis and cytotrophoblast prominence but the results were not sigaificant. By this approach it has been possible to correlate placental pathology with different infection categories and to analyse the pathological features associated with decreased birth weight.  相似文献   

2.
To characterize the histological changes in malarial placentas and their relationship with parity and maternal and cord parasitemias, we conducted a histological study on 1,179 placentas from Ifakara, Tanzania, an area with intense and perennial malaria transmission. Immunohistochemical and quantitative studies for CD45, fibrin, and villous area were performed in 60 cases. Four hundred fifteen placentas (35.2%) showed parasites (active infections); in 303 of them, parasites co-existed with pigment covered by fibrin (chronic infections), and in 112 only parasites were detected (acute infections). Four hundred seventy-five cases (40.3%) showed hemozoin deposition without parasites (past infections). Of women with parasitized placentas, 46.3% did not show parasites in the peripheral blood. Basal membrane thickening (P = .002), fibrinoid necrosis (P = .004), and prominence of syncytial knots (P = .031) were associated with active malarial infection. No quantitative differences for perivillous fibrin deposition or villous area were found. The most significant association with active malarial infection was intervillous infiltration by mononuclear inflammatory cells (P < .001). Chronic infections were associated with the most severe changes, particularly intervillous mononuclear inflammation (OR, 28.7; 95% CI = 16.0 to 51.5, P< .001). Past infections showed only minimal differences with noninfected placentas. Primiparas showed chronic infections more frequently than multiparas (52% v 15%, P < .001). They also showed significantly higher placental parasitemias and intervillous inflammatory infiltrate. In conclusion, placental histology is more sensitive than peripheral blood examination in detecting malarial infection during pregnancy. Most malarial infections recover during pregnancy, leaving few residual changes in the placenta. Intervillous inflammation is the most frequent finding associated with malaria and is especially severe in primiparas, suggesting that mechanisms other than immunosuppression are responsible for the high susceptibility in this group.  相似文献   

3.
Placenta malarial changes (PMCs) related to maternal plasmodium infection were present in 33% (247 cases) of a series of 741 placentas collected from an unselected population living in an area of high malarial endemicity (Haut-Ogooué, Gabon, Africa). Plasmodia were found on material thick blood films taken at the time of delivery in 42% of the women with and 24% of women without associated PMCs. Plasmodium falciparum was the most frequent infecting organism. PMCs were more frequent and, in general, more marked in primiparas. The primiparas were significantly (P less than 0.001) more numerous in the group with PMCs than in the control group without such changes. The mean weight of term placentas with malarial changes was significantly (46 g; P less than 0.001) less than that of placentas without such changes. The morphologic changes were a combination of the following features: 1) presence of parasites in the intervillous spaces; 2) macrophage concentration in the intervillous spaces; 3) malarial pigment deposits; 4) excess of perivillous fibrinoid deposits; 5) syncytiotrophoblastic damage; and 6) trophoblastic basal lamina thickening. Plasmodia were found in placental intervillous spaces in 42% (105/247). Local parasitemia varied in magnitude; in a few cases, 30% or more of the maternal erythrocytes were infected. Macrophage concentration in the intervillous spaces was present in 29% (72/247) and was always associated with local parasitemia. Macrophages phagocytized red blood cells and malarial pigment, and their number varied inversely with that of the local parasites. It seems, therefore, that macrophages play an important role in local parasite clearance. Malarial brown pigment was observed in all cases from the series. It had characteristic ultrastructural features and occurred in perivillous deposits of fibrinoid, in macrophages, or free in intervillous spaces. Excessive perivillous fibrinoid deposits were a constant histologic finding and were usually associated with syncytiotrophoblastic necrosis or ultrastructural damage such as partial microvilli loss, filamentous material accumulation in intracytoplasmic vacuoles, and "podocytelike" cytoplasmic projections on the basal surface. At these sites the trophoblastic basal lamina was usually thickened. Previously reported morphologic data and our own findings suggest that the peculiar placental changes in malaria, restricted to intervillous spaces and to villous surfaces, may be related to an immunopathologic process.  相似文献   

4.
We report an histological study from term placentas of 286 HIV positive women born in Rwanda. We observed chorioamnionitis without any pathogen in 15% of the cases, cocci Gram positive infection in 12 observations and malaria infection in 75% of placentas. We noted 71 cases of active malaria infection with Plasmodium falciparum trophozoites in the erythrocytes of the intervillous spaces, and 135 cases of chronic infection with malaria pigment without any parasite. An ultrastructural study performed in 8 cases of active malaria infection showed characteristic features of trophozoites and schizontes, and malaria pigment. No viral particle were seen. We did not observe any significative difference concerning the incidence of chorioamnionitis and of malaria infection in 275 HIV negative placentas. In the literature as well as in the present study, the main lesions observed in the placentas of AIDS patients were chorioamnionitis. Opportunistic infections and neoplasias of the placenta are exceptional. Detection of HIV proteins by immunochemistry or in situ hybridization is possible, but the HIV could not be identified in the trophoblast by electron microscopy. Mechanisms of the materno-fetal transmission for HIV are currently unknown.  相似文献   

5.
6.
Pregnant women have an increased susceptibility to infection by Plasmodium falciparum. Parasites may be present in the placenta yet not detectable in peripheral blood smears by routine light microscopy. In order to determine how frequently misdiagnosis occurs, peripheral blood and placental samples were collected from 1,077 Cameroonian women at the time of giving birth and examined for the presence of malarial parasites by using light microscopy. Results showed that 20.1% of the women who had placental malaria were peripheral blood smear negative. Thus, malarial infection was not detected by microscopic examination of peripheral blood smears from approximately one out of five malaria-infected women. Since P. falciparum parasites secrete histidine-rich protein 2 (HRP-2), we sought to determine if detecting HRP-2 in either peripheral plasma or whole blood might be used to diagnose the presence of parasites "hidden" in the placenta. Samples of peripheral plasma from 127 women with different levels of placental malarial infection were assayed by HRP-2-specific enzyme-linked immunosorbent assay. HRP-2 was detected in 88% of the women with placental malaria who tested negative by blood smear. Additionally, whole blood was obtained from 181 women and tested for HRP-2 with a rapid, chromatographic strip test (ICT). The ICT test accurately detected malarial infection in 89.1% of P. falciparum-infected women. Furthermore, 94% of women with malaria were accurately diagnosed by using a combination of microscopy and the ICT test. Thus, detection of HRP-2 in conjunction with microscopy should improve diagnosis of malaria in pregnant women.  相似文献   

7.
We compared peripheral and placental blood films (made by different techniques) with placental histology for diagnosis of Plasmodium falciparum malaria in pregnancy. Samples from 464 women were examined, of whom 124 (26.7%) had active P. falciparum infection and 148 (31.9%) had past infection. Placental histology was more sensitive (91%) than peripheral blood film (47%) or placental blood film (63%) examination and also detected past infection. Few women had microscopically detectable infection without a positive histology. Infection detected by histology only and past infection were both associated with significantly lower infant birth weight and with lower hemoglobin concentrations compared to the results for uninfected women. Thick blood films were prepared with blood obtained by placental incision or scraping of the incision margin (263 samples) or by washing of placental tissue (235 samples). Each gave similar sensitivities (76 to 78%), specificities (98 to 99%), positive predictive values (92 to 98%), and negative predictive values (93 to 94%); but the median levels of parasitemia were lower for incision samples (840 parasites/ micro l) than scrapings (2,295 parasites/ micro l) (P = 0.02). Placental histology is the most sensitive method for the diagnosis of malaria in pregnancy. Methods for preparation of placental films may affect the density, but not the prevalence, of P. falciparum infection detected.  相似文献   

8.
Pregnant women are susceptible to Plasmodium falciparum parasites that sequester in the placenta. The massive accumulation of infected erythrocytes in the placenta has been suggested to trigger the deleterious effects of malaria in pregnant women and their offspring. The risk of malaria is also high during the postpartum period, although mechanisms underlying this susceptibility are not known. Here, we aimed to identify host factors contributing to the risk of postpartum infections and to determine the origin of postpartum parasites by comparing their genotypes with those present at the time of delivery. To address this, blood samples were collected at delivery (n = 402) and postpartum (n = 354) from Mozambican women enrolled in a trial of intermittent preventive treatment in pregnancy (IPTp). P. falciparum was detected by real-time quantitative PCR (qPCR), and the parasite merozoite surface protein 1 (msp-1) and msp-2 genes were genotyped. Fifty-seven out of 354 (16%) women were infected postpartum as assessed by qPCR, whereas prevalence by optical microscopy was only 4%. Risk of postpartum infection was lower in older women (odds ratio [OR] = 0.34, 95% confidence interval [CI] = 0.15 to 0.81) and higher in women with a placental infection at delivery (OR = 4.20, 95% CI = 2.19 to 8.08). Among 24 women with matched infections, 12 (50%) were infected postpartum with at least one parasite strain that was also present in their placentas. These results suggest that parasites infecting pregnant women persist after delivery and increase the risk of malaria during the postpartum period. Interventions that reduce malaria during pregnancy may translate into a lower risk of postpartum infection.  相似文献   

9.
Sequestration of Plasmodium falciparum parasites within the placenta often leads to an accumulation of macrophages within the intervillous space and increased production of tumor necrosis factor alpha (TNF-alpha), a cytokine associated with placental pathology and poor pregnancy outcomes. P. falciparum glycosylphosphatidylinositol (GPI) anchors have been shown to be the major parasite component that induces TNF-alpha production by monocytes and macrophages. Antibodies against P. falciparum GPI (anti-PfGPI), however, can inhibit the induction of TNF-alpha and inflammation. Thus, the study was undertaken to determine whether anti-PfGPI antibodies down-regulate inflammatory-type changes in the placentas of women with malaria. Anti-PfGPI immunoglobulin M (IgM) and IgG levels were measured in 380 pregnant women with or without placental malaria, including those who delivered prematurely and at term. Results showed that anti-PfGPI antibody levels increased with gravidity and age and that malaria infection boosted anti-PfGPI antibodies in pregnant women. However, no association was found between anti-PfGPI antibodies and placental TNF-alpha levels or the presence of acute or chronic placental malaria. Furthermore, anti-PfGPI antibody levels were similar in women with preterm and full-term deliveries and were not associated with an increase in infant birth weight. Thus, these results fail to support a strong role for anti-PfGPI antibodies in the prevention of chronic placental malaria infections and malaria-associated poor birth outcomes.  相似文献   

10.
During pregnancy, Plasmodium falciparum infection of the placenta frequently occurs in the absence of parasites in peripheral blood. We investigated the abilities of the OptiMAL rapid immunochromatographic strip test for P. falciparum lactate dehydrogenase and species-specific PCR performed on peripheral blood to detect placental infection or malaria-associated low birth weight. Of 509 Malawian women screened by microscopy, 76 had malaria infection. Among these 509 women, the frequency of peripheral blood parasitemia was low. The OptiMAL test gave positive results in 37 of 171 women tested (one of whom had placental but not peripheral blood parasitemia) and had sensitivities of 71% for peripheral parasitemia and 38% for placental parasitemia compared to the microscopy values. The specificity for peripheral parasitemia was 94%. In 135 women, PCR had sensitivities of 94% for peripheral blood malaria detected by microscopy and 72% for placental infection. In samples examined by PCR, the prevalence of malaria in peripheral blood increased from 26.7% by microscopy to 51.9%. Women with placental malaria and women with malaria in peripheral blood samples by microscopy or OptiMAL testing, but not women with malaria detected only by PCR, had lower-birth-weight babies than did women without malaria by these criteria. Positive results by PCR in the absence of microscopic parasitemia were not associated with low birth weight. Neither OptiMAL nor PCR testing of peripheral blood is adequately sensitive to detect all placental malaria infection, but a positive result by OptiMAL testing identifies women with a high proportion of low-birth-weight babies.  相似文献   

11.
A young woman living in a malaria endemic area in West Africa, was contaminated twice with placental infection by Plasmodium falciparum, in two successive pregnancies. No parasites were observed on blood smears both in mother peripheral blood and in cord blood. A parasitemia was described in the intervillous space in the placental. The first placental infection was attributed to a febrile illness ten days before the end of gestation. No reliable symptoms of malaria were found for the second infection. Treatment for fever during pregnancy were given, at 6 and 9 months for the first gestation, and at 4 months for the second gestation. Investigations are correlated with the age of the two placental infections, the second infection is a very young and synchronous parasitemia. No foetal diseases, no low birth weight o congenital malaria were observed on newborns during the both gestations.  相似文献   

12.
CONTEXT: Placentas are routinely examined by surgical pathologists, but peer review of placental diagnosis is rarely performed. OBJECTIVE: To determine the frequency of discrepant placental diagnosis between general surgical pathologists and a pediatric pathologist. DESIGN: One hundred fourteen placentas from infants with intrauterine growth restriction (IUGR) and 170 placentas from infants appropriate for gestational age (AGA) were reviewed for 10 lesion types using standardized criteria. The review diagnosis was compared with original reports. RESULTS: The review identified 333 lesions, 168 in the IUGR group and 165 in AGA group. Discrepant diagnosis occurred in 137 lesions (41.1%). There was no significant difference in the frequency of discrepant diagnosis between the IUGR (44.7%) and AGA groups (37.6%) (P >.05). Most discrepancies (92.7%) were due to underdiagnosis (identified on review but not mentioned in original diagnosis), but a few (7.3%) were due to misdiagnosis (mentioned in original report but disagreed on review). The common underdiagnoses with their corresponding rates were as follows: hemorrhagic endovasculitis (84.6%), fetal thrombotic vasculopathy (75%), massive perivillous fibrin deposition (68.4%), maternal floor infarction (66.7%), retroplacental hemorrhage (60.6%), intervillous thrombus (57.1%), decidual angiopathy (33.3%), placental infarction (25.4%), acute chorioamnionitis (22.7%), and chronic villitis (21.7%). Misdiagnosis was found in 10 cases: 5 cases of infarction (review diagnosis was perivillous fibrin deposits in 4, intervillous thrombus in 1), 3 cases of acute chorioamnionitis, and 2 cases of decidual angiopathy. Among the 8 general surgical pathologists involved, the frequency of discrepant diagnosis ranged from 31.5% to 58.6% (P >.05). The intraobserver discrepancy rate for the reviewer was 4.8%, significantly lower than the discrepancy rate for the 8 general surgical pathologists. CONCLUSION: It is common for general surgical pathologists not to recognize placental lesions, which may have clinical significance. Awareness of this deficiency, standardization of diagnostic criteria, and increased knowledge in placental pathology may improve the quality of diagnosis in this area.  相似文献   

13.
Birefringent hemozoin identifies malaria   总被引:2,自引:0,他引:2  
The diagnosis of malaria is still sometimes difficult because of the insensitivity of microscopic screening at low levels of parasitemia. The malarial pigment, hemozoin, is a crystalline product of the digestion of hemoglobin by the parasites. Under polarized light at 500X magnification, brilliantly birefringent granules of the pigment were detected in Wright's stained smears, and the parasites easily localized, in 18 cases of malarial infection. Fresh, wet, coverslipped preparations of cultures of Plasmodium falciparum also were examined under polarized light. Serial dilutions of the cultures showed that, even at the very low level of 0.01% parasitemia, intracellular birefringent granules were detected in an average of 45 +/- 16 (SE) seconds at 500X magnification. Using polarized light is a simple, fast, sensitive, and specific method for localizing intracellular pigmented malaria parasites in wet preparations of blood.  相似文献   

14.
疟疾是目前人类面临的严重危险性疾病,在疟原虫感染机体的过程中,会引起许多趋化因子水平的变化,趋化多种炎性细胞的募集浸润从而对疟原虫进行清除,同时在脑型疟疾、妊娠疟疾等重症疟疾中,趋化因子募集的炎性细胞也会进一步加重病理反应.CC型趋化因子是趋化因子中的一个亚家族,在疟原虫感染的过程中大量表达,参与疟原虫入侵所引发的相关炎性过程,其中CCL2、CCL3、CCL5、CCL7、CCL11、CCL20和CCI21趋化因子的生物学作用同疟原虫感染具有一定的相关性.  相似文献   

15.
Purpose: Malaria continues to be a global public health challenge. Microscopic examination of peripheral blood smear (PBS) is the standard method for malaria diagnosis, which is easily available and has low cost but its reliability is questionable at low level of parasitaemia. The present study was undertaken to assess the usefulness of a modified centrifuged buffy coat smear (CBCS) technique for diagnosis of malaria and to compare it with conventional PBS examination and antigen detection test. Materials and Methods: The study was carried out over a 6-month period from July to December 2011. Blood samples (2–3 ml per patient) collected in EDTAvials from patients with a clinical suspicion of malaria were subjected to all three tests, that is PBS, CBCS and antigen test and results were compared with antigen test as the gold standard. Result: Of 1655 samples received, 394 (23.8%) samples were positive for infection with malaria parasites. All the three tests detected malaria infection equally in 279 samples, and gave varied results in the remaining 115 samples. Addition of centrifugation (i.e. CBCS) to the conventional method of PBS enabled detection of 80 more cases of plasmodia infection, especially (43, 53.7%) at low levels of parasitaemia (<200 parasites/μl). While both PBS and CBCS had excellent specificity (99.7% and 99.2%, respectively), PBS examination had low sensitivity (72.9%) in detecting malaria parasites in comparison to CBCS. The sensitivity of CBCS in detecting malaria parasites was 91.9%. Conclusion: The development of easy, rapid and accurate tests for the reliable detection of plasmodia infection is highly desirable. The CBCS technique fulfils most of these criteria and may be adopted for rapid and reliable diagnosis of malaria in resource-limited settings.  相似文献   

16.
Malaria is a serious global health problem, and rapid, accurate diagnosis is required to control the disease. An image processing algorithm to automate the diagnosis of malaria on thin blood smears is developed. The image classification system is designed to positively identify malaria parasites present in thin blood smears, and differentiate the species of malaria. Images are acquired using a charge-coupled device camera connected to a light microscope. Morphological and novel threshold selection techniques are used to identify erythrocytes (red blood cells) and possible parasites present on microscopic slides. Image features based on colour, texture and the geometry of the cells and parasites are generated, as well as features that make use of a priori knowledge of the classification problem and mimic features used by human technicians. A two-stage tree classifier using backpropogation feedforward neural networks distinguishes between true and false positives, and then diagnoses the species (Plasmodium falciparum, P. vivax, P. ovale or P. malariae) of the infection. Malaria samples obtained from the Department of Clinical Microbiology and Infectious Diseases at the University of the Witwatersrand Medical School are used for training and testing of the system. Infected erythrocytes are positively identified with a sensitivity of 85% and a positive predictive value (PPV) of 81%, which makes the method highly sensitive at diagnosing a complete sample provided many views are analysed. Species were correctly determined for 11 out of 15 samples.Nicholas E. Ross conducted research while at the University of the Witwatersrand School of Electrical and Information Engineering  相似文献   

17.
Ng WF  Wong SF  Lam A  Mak YF  Yao H  Lee KC  Chow KM  Yu WC  Ho LC 《Pathology》2006,38(3):210-218
AIMS: The pathology of the placentas delivered from pregnant women who had severe acute respiratory syndrome (SARS) in Hong Kong was studied. METHODS: The pathology of the placentas was retrospectively studied in detail and compared with control sets. The clinical data of the women and neonates were also reviewed. RESULTS: A total of seven placentas were studied. The placentas from two women convalescent from SARS in the first trimester were normal. In three placentas delivered in the acute stage of SARS, there were increases in intervillous or subchorionic fibrin which might be related to disturbances in maternal placental blood flow due to the hypoxic respiratory disease. Extensive fetal thrombotic vasculopathy (FTV) with sharply demarcated zones of avascular fibrotic villi was noted in the placentas of two patients convalescent from SARS in the third trimester. Both pregnancies had intrauterine growth retardation, oligohydramnios and newborns small for gestation. The aetiology of the FTV might be related to thrombotic tendency due to SARS or placental hypoxia. CONCLUSIONS: This report highlights placental pathology that was probably the result of pathophysiological alteration of the maternal fetal unit during SARS. Further studies are required to delineate the relationship between severe maternal respiratory disease, placental pathology and pregnancy outcome.  相似文献   

18.
The OptiMAL test (Flow Inc., Portland, Oreg.), which detects a malaria parasite lactate dehydrogenase (pLDH) antigen, has not been evaluated for its sensitivity in the diagnosis of malaria infection in various epidemiological settings. Using microscopy and a PCR as reference standards, we performed a comparison of these assays with the OptiMAL test for the detection of Plasmodium falciparum and Plasmodium vivax infection in 550 immigrants who had come from areas where malaria is endemic to reside in Kuwait, where malaria is not endemic. As determined by microscopy, 125 (23%) patients had malaria, and of these, 84 (67%) were infected with P. vivax and 36 were infected with P. falciparum; in 5 cases the parasite species could not be determined due to a paucity of the parasites. The PCR detected malaria infection in 145 (26%) patients; 102 (70%) of the patients had P. vivax infection and 43 had P. falciparum infection. Of the five cases undetermined by microscopy, the PCR detected P. falciparum infection in two cases, P. vivax infection in two cases, and mixed (P. falciparum plus P. vivax) infection in one case. Correspondingly, the OptiMAL test detected malaria infection in 95 patients (17%); of these, 70 (74%) had P. vivax infection and 25 were infected with P. falciparum. In this study, 61 (49%) of the 125 malaria cases, as confirmed by microscopy, had a degree of parasitemia of <100 parasites per microl, and 23 (18%) of the cases had a degree of <50 parasites per microl. Our results show that the sensitivity of the OptiMAL test is high (97%) at a high level of parasitemia (>100 parasites/microl) but drops to 59% when the level is <100 parasites/microl and to 39% when it is <50 parasites/microl. In addition, the OptiMAL test failed to identify four patients whose blood smears contained P. falciparum gametocytes only. We conclude that the sensitivity and specificity of the OptiMAL test are comparable to those of microscopy in detecting malaria infection at a parasitemia level of >100 parasites/microl; however, the test failed to identify more than half of the patients with a parasitemia level of <50 parasites/microl. Thus, the OptiMAL test should be used with great caution, and it should not replace conventional microscopy in the diagnosis of malaria infection.  相似文献   

19.
Women are at higher risk of Plasmodium falciparum infection when pregnant. The decreasing risk of malaria with subsequent pregnancies is attributed to parity-dependent acquisition of antibodies against placental parasites expressing variant surface antigens, VAR2CSA, that mediate placental sequestration through adhesion to chondroitin sulfate A (CSA). However, modulation of immunity during pregnancy may also contribute to increase the risk of malaria. We compared antibody responses among 30 Mozambican primigravidae and 60 multigravidae at delivery, 40 men, and 40 children. IgG levels were measured against the surface antigens of erythrocytes infected with P. falciparum isolated from 12 pregnant women (4 placental and 8 peripheral blood isolates) and 26 nonpregnant hosts. We also measured IgG levels against merozoite recombinant antigens and total IgG. Placental P. falciparum infection was associated with increased levels of total IgG as well as IgG levels against merozoite antigens and parasite isolates from pregnant and nonpregnant hosts. We therefore stratified comparisons of antibody levels by placental infection. Compared to multigravidae, uninfected primigravidae had lower total IgG as well as lower levels of IgGs against peripheral blood isolates from both pregnant and nonpregnant hosts. These differences were not explained by use of bed nets, season at delivery, neighborhood of residence, or age. Compared to men, infected primigravidae had higher levels of IgGs against isolates from pregnant women and CSA-binding lines but not against other isolates, supporting the concept of a pregnancy-specific development of immunity to these parasite variants. Results of this study show that parity and placental infection can modulate immune responses during pregnancy against malaria parasites.  相似文献   

20.
This paper describes development of a decision support system for diagnosis of malaria using color image analysis. A hematologist has to study around 100 to 300 microscopic views of Giemsa-stained thin blood smear images to detect malaria parasites, evaluate the extent of infection and to identify the species of the parasite. The proposed algorithm picks up the suspicious regions and detects the parasites in images of all the views. The subimages representing all these parasites are put together to form a composite image which can be sent over a communication channel to obtain the opinion of a remote expert for accurate diagnosis and treatment. We demonstrate the use of the proposed technique for use as a decision support system by developing an android application which facilitates the communication with a remote expert for the final confirmation on the decision for treatment of malaria. Our algorithm detects around 96% of the parasites with a false positive rate of 20%. The Spearman correlation r was 0.88 with a confidence interval of 0.838 to 0.923, p<0.0001.  相似文献   

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