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| 1 | Performance analysis of deep learning CNN models for disease detection in plants using image segmentation显示文摘Food security for the 7 billion people on earth requires minimizing crop damage by timely detectionofdiseases.Most deep learningmodels forautomated detectionof diseases in plants suffer fromthe fatal flaw that once tested on independent data,their performance drops significantly.This work investigates a potential solution to this problem by using segmented image data to train the convolutional neural network(CNN)models.As compared to the F-CNN model trained using full images,S-CNN model trained using segmented imagesmore than doubles in performance to 98.6%accuracy when tested on independent data previously unseen by the models even with 10 disease classes.Not only this,by using tomato plant and target spot disease type as an example,we show that the confidence of self-classification for S-CNN model improves significantly over F-CNN model.This research work brings applicability of automated methods closer to non-experts for timely detection of diseases. | Parul Sharma Yash Paul Singh Berwal Wiqas Ghai | 2020 | Information Processing in Agriculture2020，7，4： | 5 |
| 2 | Massive intraabdominal extravasation of fluid: A life threatening complication following percutaneous nephrolithotomy显示文摘 | B. Ghai G.P. Dureja P. Arvind | 2003 | International Urology and Nephrology2003，，3： | 3 |
| 3 | Polyhydroxyalkanoates: an overview显示文摘 | C.S.K Reddy R Ghai Rashmi V.C Kalia | 2002 | Bioresource Technology2002，，2： | 2 |
| 4 | Is CT scan a predictor of instability in recurrent dislocation shoulder?显示文摘Purpose: Glenoid bone defect and the defect on the posterior-superior surface of the humerus “Hill- Sachs lesion” are the commonly seen bony lesions in patients with recurrent dislocation shoulder. Computed tomography (CT) scan is considered as the best option in assessing the bony defects in the recurrent dislocation shoulder. The aim of this study was to assess the clinical and radiological corelation in the patients with recurrent dislocation shoulder. Methods: Forty-four patients of recurrent dislocation shoulder who were evaluated between January 2015 and December 2017 at a tertiary care center, clinically and radiologically using CT scan and meeting the inclusion criteria, were included. The correlation between the clinical history of the number of dislocations and the bone loss using CT scan was evaluated. Two sided statistical tests were performed at a significance level of α=0.05. The analysis was conducted using IBM SPSS STATISTICS (version 22.0). Results: All the patients were male with mean age of 25.95 (SD ± 4.2) years were evaluated. Twenty-four patients sustained injury in sporting activities while 20 patients sustained injury in training. There were an average of 4.68 (SD ± 3.1, range 2e15, median 3) episodes of dislocation. Forty-one patients had the glenoid bone loss while 40 had the Hill-Sachs lesions. The mean glenoid width defect was 10.80%(range 0e27%) while the mean Hill-Sachs defect was 14.27 mm (range 0e26.6 mm). The mean area of bone loss of the glenoid surface was 10.81%(range 0e22.4%). The lesions were on track in 34 patients and off track in 10 patients. Conclusions: CT scan of the shoulder joint is an effective method for assessing the amount of bone loss. The number of dislocations are correlated significantly with off-track lesions and the amount of bone loss on the glenoid and Hill-Sachs lesion. The glenoid width bone loss of more than 9.80% or Hill-Sachs defect of more than 14.80 mm are the critical defects after which the frequency of dislocations increases. | K.P.Shijith Munish Sood Ajay Deep Sud Amresh Ghai | 2019 | Chinese Journal of Traumatology2019，22，3： | 2 |
| 5 | Efficacy of embolization in traumatic uterine vascular malformations显示文摘 | Ghai S Rajan DK Aach MR | 2003 | J Vasc Interv Radiol2003，14，11： | 1 |
| 6 | Resveratrol analog,3,4,5,4'-tetrahydroxystilbene,differentially induces proapoptotic p53/Bax gene expression and inhibits the growth of transformed cells but not their normal counterparts显示文摘 | Lu J B Ho C T Ghai G | 2001 | Carcinogenesis2001，22，2： | 1 |
| 7 | Pathogenomics of Listeria spp显示文摘 | Hain T Chatterjee SS Ghai R | 2007 | Int J Med Microbio12007，297，78： | 1 |
| 8 | Mode of delivery and risk of respiratory diseases in newborns显示文摘 | Levine EM Ghai V Barton JJ | 2001 | Obstet Gynecol2001，97，3： | 1 |
| 9 | Inflammatory Process and Molecular Targets for Antiinflammatory Nutraceuticals显示文摘 | Huang M-T Ghai G Ho C-T | 2004 | Comprehensive reviews in food science and food safety2004，，3： | 1 |
| 10 | Effect of parecoxib pretreatment and venous occlusion on propofol injection pain:a prospective,randomized,double-blinded,placebo-controlled study显示文摘 | Ghai B Makkar JK Bala I | 2010 | J Clin Anesth2010，22，2： | 1 |
| 11 | Effect of intranasal Dexmedetomidine or oral midazolam premedication on sevoflurane EC50 for successful laryngeal mask airway placement in children : a randomized, double -blind, placebo-controlled trial 显示文摘 | Savla J R Ghai B Bansal D | 2014 | Paedistr Anaesth2014，24，4： | 1 |
| 12 | Primary gastrointestinal lym- phoma: spectrum of imaging findings with pathologic correlation 显示文摘 | Ghai S Pattison J Ghai S | 2007 | Radiographies2007，27，5： | 1 |
| 13 | Differential effects of theaflavin monogallates on cell growth, apoptosis, and Cox-2 gene expression in cancerous versus normal cells 显示文摘 | Lu J Ho CT Ghai G | 2000 | Cancer Res2000，60，22： | 1 |
| 14 | Prenatal US and MR imaging findings of lissencephaly:review of fetal cerebral sulcal development显示文摘 | Ghai S Fong KW Toi A | 2006 | Radiographics2006，26，： | 1 |
| 15 | Decent work: Concept and indicators显示文摘 | Dharam GHAI | 2003 | International Labour Review2003，，2： | 1 |
| 16 | Tracking temporal changes of bacterial community finger prints during the initial stages of composting 显示文摘 | Schloss PD Ghay A Wilson DB | 2003 | FEMS Microbiology Ecology2003，46，： | 1 |
| 17 | Uterine artery embolization for leiomyomas:pre-and postprocedural evaluation with US显示文摘 | Ghai S Rajan DK Benjamin MS | | 0，，5： | 1 |
| 18 | Dicarboxylic acid dipeptide neu?tral endopeptidase inhibitors显示文摘 | Ksander GM Ghai RD deJesus R | 1995 | J Med Chern1995，38，10： | 1 |
| 19 | Comparative evaluation of midazolam and ketamine with midazolam alone as oral premedication显示文摘 | Ghai B Grandhe RP Kumar A | 2005 | Paediatr Anaesth2005，15，7： | 1 |
| 20 | Nonenhancing breast ma- lignancies on MRI: sonographic and pathologic correlation 显示文摘 | Ghai S Muradali D Bukhanov K | 2005 | Am J Roentgenology2005，185，2： | 1 |
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