Search Results - "Jain, Rahi"

Artificial Intelligence based wrapper for high dimensional feature selection by Jain, Rahi, Xu, Wei

“…Abstract Background Feature selection is important in high dimensional data analysis. The wrapper approach is one of the ways to perform feature selection, but…”
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HDSI: High dimensional selection with interactions algorithm on feature selection and testing by Jain, Rahi, Xu, Wei

“…Feature selection on high dimensional data along with the interaction effects is a critical challenge for classical statistical learning techniques. Existing…”
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Dynamic model updating (DMU) approach for statistical learning model building with missing data by Jain, Rahi, Xu, Wei

“…Developing statistical and machine learning methods on studies with missing information is a ubiquitous challenge in real-world biological research. The…”
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Morphologic Pattern, Frequency, and Spatial Distribution of Lymphovascular Invasion Foci in Radical Prostatectomy Specimens by Al Qa’qa’, Shifaa’, Downes, Michelle R., Jain, Rahi, van der Kwast, Theodorus

“…Introduction. Lymphovascular invasion (LVI) is an adverse pathological finding in radical prostatectomy (RP) specimens associated with increased risk of…”
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DNA methylation modulated genetic variant effect on gene transcriptional regulation by Zeng, Yong, Jain, Rahi, Lam, Magnus, Ahmed, Musaddeque, Guo, Haiyang, Xu, Wenjie, Zhong, Yuan, Wei, Gong-Hong, Xu, Wei, He, Housheng Hansen

“…Expression quantitative trait locus (eQTL) analysis has emerged as an important tool in elucidating the link between genetic variants and gene expression,…”
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Pre-operative radiomics model for prognostication in resectable pancreatic adenocarcinoma with external validation by Healy, Gerard M., Salinas-Miranda, Emmanuel, Jain, Rahi, Dong, Xin, Deniffel, Dominik, Borgida, Ayelet, Hosni, Ali, Ryan, David T., Njeze, Nwabundo, McGuire, Anne, Conlon, Kevin C., Dodd, Jonathan D., Ryan, Edmund Ronan, Grant, Robert C., Gallinger, Steven, Haider, Masoom A.

“…Objectives In resectable pancreatic ductal adenocarcinoma (PDAC), few pre-operative prognostic biomarkers are available. Radiomics has demonstrated potential…”
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Oral pimonidazole unveils clinicopathologic and epigenetic features of hypoxic tumour aggressiveness in localized prostate cancer by Ci, Xinpei, Chen, Sujun, Zhu, Rui, Zarif, Mojgan, Jain, Rahi, Guo, Wangyuan, Ramotar, Matthew, Gong, Linsey, Xu, Wenjie, Singh, Olivia, Mansouri, Sheila, Zadeh, Gelareh, Wei, Gong-Hong, Xu, Wei, Bristow, Robert, Berlin, Alejandro, Koritzinsky, Marianne, van der Kwast, Theodorus, He, Housheng Hansen

“…Tumor hypoxia is associated with prostate cancer (PCa) treatment resistance and poor prognosis. Pimonidazole (PIMO) is an investigational hypoxia probe used in…”
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Critical analysis of India's National Mission on Medicinal Plants (NMMP) in providing access to quality botanical drugs to improve public health by Jain, Rahi, Rao, Bakul

“…Drugs play an important role in improving health of the population. Medicinal plants help in addressing the health issues of a large section of the population…”
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Proposed correlation of modern processing principles for Ayurvedic herbal drug manufacturing: A systematic review by Jain, Rahi, Venkatasubramanian, Padma

“…Quality Ayurvedic herbal medicines are potential, low-cost solutions for addressing contemporary healthcare needs of both Indian and global community…”
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Medical diagnostic laboratories provisioning of services in India by Rahi Jain, Bakul Rao

“…Context: Diagnostic services have a very important role to play in medical decision-making, which have an impact on the nation′s health status. The…”
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RHDSI: A novel dimensionality reduction based algorithm on high dimensional feature selection with interactions by Jain, Rahi, Xu, Wei

“…Classical statistical learning techniques struggle to perform feature selection in high-dimensional data that includes interaction effects i.e., when…”
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Assessment of Primary Laboratory Facilities for Rural Health Care Preparedness in Osmanabad District, India by Jain, Rahi, Rao, Bakul

“…Government of India has provided Indian Public Health Standards to improve rural health care services and health status, but still rural laboratory is a cause…”
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Sugarcane Molasses - A Potential Dietary Supplement in the Management of Iron Deficiency Anemia by Jain, Rahi, Venkatasubramanian, Padma

“…Iron deficiency anemia (IDA) is a serious public health problem that debilitates ∼1.6 billion people globally every year, the majority being pregnant women and…”
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Role of laboratory services in primary health center (PHC) outpatient department performance: an Indian case study by Jain, Rahi, Rao, Bakul

“…Abstract Background: In resource-constrained settings, primary health centers (PHCs) are critical for universal health coverage. Laboratory service is one of…”
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Development of analytical hierarchy process based dairy index for assessment of the dairy sector in different states of India by Kumar, Ashish, Rao, Bakul, Jain, Rahi

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Development of village system model for predicting and comparing the success of different interventions by Jain, Rahi, Rao, Bakul, Mishra, Satanand

“…India launched the National Mission on Medicinal Plants (NMMP) to provide livelihood opportunities for rural entrepreneurs. This study determines effectiveness…”
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Application of Systems Thinking to Dent Child Malnutrition: A Palghar District, India Case Study by Jain, Rahi, Narnaware, Prashant

“…Child malnutrition is an important low-and middle-income country (LMIC) issue influenced by biological and socio-economic factors. The solution is dependent on…”
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Reducing resource disparity in healthcare resource allocation of laboratories in countries with limited resources by empowering policy-making and implementation by Jain, Rahi, Ajmera, Himank, Rao, Bakul

“…In resource constraint settings of developing countries like India, inadequate importance and consideration to resource (re)allocation approach causes resource…”
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Impact of local factors on decision making – a multi criteria modelling framework in wind energy investment by Jain, Rahi, Panse, Riddhi, Mishra, Satanand

“…Wind power is an important renewable energy generation technology, but the location of wind potential and wind power plant installation are not in complete…”
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Role of Local Context in the Success of Farmer Collectives: A Review by Jain, Rahi, Narnaware, Prashant

“…Farmer collective (FC) history in developing countries is a mixed one. Different models of FC are adopted, but many farmers have not been part of collectives,…”
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