Devi S.S.,National Institute of Technology Silchar |
Laskar R.H.,National Institute of Technology Silchar |
Sheikh S.A.,Silchar Medical College and Hospital
Neural Computing and Applications | Year: 2017
Malaria, being a life-threatening disease caused by parasites, demands its rapid and accurate diagnosis. In this paper, we develop a computer-assisted malaria-infected life-cycle stages classification based on a hybrid classifier using thin blood smear images. The major issues are: feature extraction, feature selection and classification of erythrocytes infected with different life-cycle stages of malaria. Feature set (134 dimensional features) has been defined by the combination of the proposed features along with the existing features. Features such as prediction error, co-occurrence of linear binary pattern, chrominance channel histogram, R–G color channel difference histogram and Gabor features are the newly proposed features in our system. In the feature selection, a two-stage algorithm utilizing the filter method to rank the feature, along with the incremental feature selection technique, has been analyzed. Moreover, the performance of all the individual classifiers (Naive Bayes, support vector machine, k-nearest neighbors and artificial neural network) is evaluated. Finally, the three individual classifiers are combined to develop a hybrid classifier using different classifier combining techniques. From the experimental results, it may be concluded that hybrid classifier formed by the combination of SVM, k-NN and ANN with majority voting technique provides satisfactory results compared to other individual classifiers as well as other hybrid model. An accuracy of 96.54 ± 0.73% has been achieved on the collected clinical database. The results show an improvement in accuracy (11.62, 6.7, 3.39 and 2.39%) as compared to the state-of-the-art individual classifiers, i.e., Naive Bayes, SVM, k-NN and ANN, respectively. © 2017 The Natural Computing Applications Forum
Naskar S.,Institute of Neurosciences |
Victor R.,Silchar Medical College and Hospital |
Nath K.,Silchar Medical College and Hospital
Asian Journal of Psychiatry | Year: 2017
Diabetes and depression are rapidly growing chronic health conditions that have significant negative impact upon the physical, psychological, social and occupational functioning, quality of life and often leads to socio-economic burden. Presence of both these comorbid diseases results in various short term and long term complications and increases the mortality as compared to those with depression or diabetes alone. Objectives Systematic review of the epidemiological data, risk factors and relationship between depression and glycaemic control among the Indian studies. Methods We searched Pubmed, Pubmed Central, Google Scholar and Directory of Open Access Journal (DOAJ) databases to identify relevant Indian studies. Results Substantial variation in the prevalence of depression in people with diabetes was found across the 41 selected studies; according to this review the range is 2% to 84% (T1DM – 2–7%; T2DM – 8%–84%). Correlates of depression in diabetic patients are advancing age, female gender, low literacy rate, burden of being from a lower socioeconomic status, rural domicile, marriage and duration of diabetes of >2 years, diabetes related complications and poor glycaemic control. Sedentary life without adequate physical activities, lack of self-care are often the factors that precipitates depression in a T2DM patient and vice versa. Conclusion According to this review, among Indian population there is a significant association between depression and diabetes. © 2017 Elsevier B.V.
Pandey P.K.,Silchar Medical College and Hospital |
Swami A.,Silchar Medical College and Hospital |
Biswas T.K.,Silchar Medical College and Hospital |
Thakuria R.,Silchar Medical College and Hospital
Archives of Rheumatology | Year: 2017
Objectives: This study aims to assess the prevalence of metabolic syndrome (MetS) in treatment naïve rheumatoid arthritis (RA) in an Indian population and correlate RA disease characteristics with presence of MetS. Patients and methods: The study included 84 RA patients (18 males, 66 females; mean age 44.8±12.5 years; range 18 to 72 years) diagnosed according to 2010 American College of Rheumatology-European League Against Rheumatism classification criteria who were treatment naïve or did not receive disease modifying antirheumatic drugs for more than six weeks and 120 age and sex-matched apparently healthy controls (35 males, 85 females; mean age 44.1±12.7 years; range 18 to 75 years). The frequency of MetS was assessed using National Cholesterol Education Program-Adult Treatment Panel III 2004 revised criteria. Patients were also assessed in terms of disease activity, using disease activity score 28 erythrocyte sedimentation rate. Logistic regression was used to identify predictors of MetS in RA. Results: Metabolic syndrome was found in 39.28% of RA group and 20% of control group according to National Cholesterol Education Program-Adult Treatment Panel III 2004 (p<0.005). MetS was most commonly detected in the 51 to 60 age group (65%). RA group was significantly more likely to have low high-density lipoprotein (63.09%), high triglyceride (53.57%), elevated blood pressure (41.66%) levels, and elevated waist circumference (38.09%). In RA group, disease activity score 28 (odds ratio: 6.51, confidence interval: 1.19-35.46 p=0.03), C-reactive protein (odds ratio: 1.13, confidence interval: 1.05-1.21 p<0.001), and duration of disease (odds ratio: 1.82, confidence interval: 1.04-3.18 p=0.03) remained independent predictors for presence of MetS in RA. Conclusion: The frequency of MetS was higher in RA group compared to control group. Higher systemic inflammatory marker, disease duration, and disease activity score 28 remained independent predictors associated with presence of MetS. These findings suggest that RA patients should be screened early for presence of MetS to check for and reduce risk of atherosclerotic vascular diseases. © 2017 Turkish League Against Rheumatism. All rights reserved.
Nath K.,Silchar Medical College and Hospital |
Bhattacharya A.,Tata Motors |
Praharaj S.K.,Kasturba Medical College
Clinical Neuropharmacology | Year: 2012
Eslicarbazepine acetate is a novel third-generation antiepileptic related to carbamazepine and oxcarbazepine with a benign adverse effect profile. We report a patient with bipolar mania with intolerance to multiple antimanic drugs, responding to eslicarbazepine without any serious adverse effect. Copyright © 2012 by Lippincott Williams & Wilkins.
Choudhury J.H.,Assam University |
Choudhury B.,Silchar Medical College and Hospital |
Kundu S.,Assam University |
Ghosh S.K.,Assam University
Medical Oncology | Year: 2014
Tobacco consumption in various forms is one of the major risk factor for the development of head and neck squamous cell carcinoma. Polymorphisms in XRCC1 and XRCC2 genes may alter an individual's susceptibility to tobacco-related cancers. Here, we have investigated the interaction of XRCC1 (Arg399Gln) and XRCC2 (Arg188His) polymorphism and tobacco exposure in the progression of HNSCC in northeast Indian population. The population-based case-control study includes 110 HNSCC patients and 140 controls. The polymorphisms of XRCC1 and XRCC2 were studied by means of PCR-RFLP, and the results were confirmed by DNA sequencing. Smokers and tobacco-betel quid chewers were significantly higher in cases (P = 0.045 and 0.033). The variant homozygote AA genotype of XRCC1 Arg399Gln and heterozygote GA genotype of XRCC2 Arg188His has an increased risk toward HNSCC (OR 2.43; P = 0.031 and OR 3.29; P < 0.01, respectively). The interaction between tobacco-betel quid chewing and variant genotypes of XRCC1 and XRCC2 resulted in several fold increase the risk of HNSCC, when compared to non-chewers. Heavy smokers carrying XRCC1 AA and XRCC2 GA genotypes had a significantly higher risk of HNSCC compared to never smokers (P = 0.017 and 0.003, respectively). Upon gene-gene interaction analysis, individuals carrying both XRCC1 GA (Arg/Gln) and XRCC2 GA (Arg/His) genotypes had the highest risk of HNSCC (P = 0.001).Our finding suggests that interaction of tobacco and polymorphisms of XRCC1 and XRCC2 increases the risk of HNSCC. Furthermore, cross talk between these two DNA repair genes might modulate susceptibility toward HNSCC. © Springer Science+Business Media 2014.
Katshu M.Z.U.H.,Bangor University |
Bhattacharya A.,Silchar Medical College and Hospital |
Nizamie S.H.,Central Institute of Psychiatry
Dermatology | Year: 2011
Primary palmoplantar hyperhidrosis (PPH) is believed to be a dysfunction of emotional sweating, with an estimated prevalence of around 3%. Several treatment options including topical antiperspirants, tap water iontophoresis, botulinum toxin injections, oral anticholinergics, and tricyclic antidepressants are available, each with a significant adverse event profile. For the first time, we report a PPH patient with comorbid juvenile myoclonic epilepsy (JME) treated successfully with a combination of paroxetine and divalproex sodium. Paroxetine resulted in improvement in PPH, possibly through its anticholinergic and/or noradrenergic actions. Though the occurrence of PPH and JME together seems to be a chance association, some common frontal lobe mechanisms may be involved that need to be explored further. Copyright © 2011 S. Karger AG, Basel.
Hazarika P.,Silchar Medical College and Hospital
Indian Journal of Pathology and Microbiology | Year: 2015
I have reported a case of endometrioid like yolk sac tumor of the testis in a 20-year-old boy. Endometrioid like yolk sac tumor is a rare tumor. A few cases have been reported in ovary. In case of male, a case of pure glandular endometrioid like yolk sac tumor is reported in a 43 years male in right undescended testis and another case of abdominal metastasis showing endometrioid pattern from mixed testicular germ cell tumor comprising of teratoma and embryonal carcinoma. My patient was a 20-year-old male presented with painless enlargement of right testis. Grossly the tumor was glistening creamish white with a multicystic appearance. Histopathological examination showed the tumor to be composed of glandular elements resembling early secretory endometrium, foci of keratinized thin squamous epithelium and a single focus of benign cartilage. The glandular elements show immunohistochemical positivity for AFP, cytokeratin 7 (CK7) and epithelial membrane antigen (EMA). © 2015 Indian Journal of Pathology and Microbiology | Published by Wolters Kluwer - Medknow.
Maurya A.P.,Assam University |
Talukdar A.D.,Assam University |
Chanda D.D.,Silchar Medical College and Hospital |
Chakravarty A.,Silchar Medical College and Hospital |
Bhattacharjee A.,Assam University
Antimicrobial Agents and Chemotherapy | Year: 2014
A total 14 clinical isolates of Pseudomonas aeruginosa that produced VEB-1 and were susceptible only to polymyxin B were recovered from hospitalized patients. VEB-1 was located within variable regions of the class 1 integron, flanked by resistant genes, and was horizontally transferable as well as carried within the IncP-type plasmid. We conclude that the IncP-type plasmid is responsible for the horizontal transmission of VEB-1-mediated expanded-spectrum cephalosporin resistance in this medical center. © 2014, American Society for Microbiology. All Rights Reserved.
Choudhury D.,Silchar Medical College and Hospital |
Chakravarty P.,Silchar Medical College and Hospital
International Journal of Pharmaceutical Sciences Review and Research | Year: 2015
One of the major adverse effects associated with Phenytoin is Stevens Johnson Syndrome (SJS). SJS is commonly caused by the drugs and also can be associated with consumption of food additives, contact with chemicals. This is a case report on the development of Stevens Johnson Syndrome following the use of Phenytoin. The patient developed multiple lesions on the face, eyelids, oral mucous membrane, both ears, penis, and the left forearm. The patient was managed with the withdrawal of Phenytoin and proper supportive medication. © 2015, Global Research Online. All rights reserved.
PubMed | Assam University and Silchar Medical College and Hospital
Type: | Journal: Journal of infection and chemotherapy : official journal of the Japan Society of Chemotherapy | Year: 2017
New-Delhi metallo--lactamase-7 with higher hydrolytic activity than its ancestor NDM-1 is emerging across the globe including India. In this study, we have investigated the genetic context of blaSix blaAll the six isolates carrying blaThe present study has first demonstrated presence of IncX3-type plasmid encoding bla