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| 1 | Plant disease detection using hybrid model based on convolutional autoencoder and convolutional neural network显示文摘Plants are susceptive to various diseases in their growing phases.Early detection of diseases in plants is one of the most challenging problems in agriculture.If the diseases are not identified in the early stages,then theymay adversely affect the total yield,resulting in a decrease in the farmers'profits.To overcome this problem,many researchers have presented different state-of-the-art systems based on Deep Learning and Machine Learning approaches.However,most of these systems either use millions of training parameters or have lowclassification accuracies.This paper proposes a novel hybrid model based on Convolutional Autoencoder(CAE)network and Convolutional Neural Network(CNN)for automatic plant disease detection.To the best of our knowledge,a hybrid system based on CAE and CNN to detect plant diseases automatically has not been proposed in any state-ofthe-art systems present in the literature.In this work,the proposed hybrid model is applied to detect Bacterial Spot disease present in peach plants using their leaf images,however,it can be used for any plant disease detection.The experiments performed in this paper use a publicly available dataset named PlantVillage to get the leaf images of peach plants.The proposed system achieves 99.35%training accuracy and 98.38%testing accuracy using only 9,914 training parameters.The proposed hybrid model requires lesser number of training parameters as compared to other approaches existing in the literature.This,in turn,significantly decreases the time required to train the model for automatic plant disease detection and the time required to identify the disease in plants using the trained model. | Punam Bedi Pushkar Gole | 2021 | Artificial Intelligence in Agriculture2021，，1： | 2 |
| 2 | Patterns of Ketorolac dosing by emergency physicians显示文摘BACKGROUND: Ketorolac tromethamine is a non-steroidal anti-inflammatory drug(NSAIDs) that is widely used in the emergency department(ED) for the treatment of moderate-to-severe pain. Ketorolac, like other NSAIDs, exhibits an analgesic ceiling effect and previous research suggests that 10 mg is possibly the ceiling dose. Do the patterns of ketorolac dosing by emergency physicians follow its analgesic ceiling dose?METHODS: This was a single center retrospective, descriptive study to characterize patterns of ketorolac administration in ED patients. Data for all patients who received ketorolac during the ten year study period from January 1, 2003 to January 1, 2013 were collected from the electronic medical record of an urban community ED with an annual volume of 116 935 patients.RESULTS: There were 49 605 ketorolac administrations during the study period; 38 687(78%) were given intravenously, 9 916(20%) intramuscularly, and 1 002(2%) orally. Through the intravenous route, 5 288(13.7%) were 15 mg, 32 715(84.6%) were 30 mg, 15(0.03%) were 60 mg, and 669(1.7%) were other varying doses. Through the intramuscular route, 102(1.0%) were 15 mg, 4 916(49.6%) were 30 mg, 4 553(45.9%) were 60 mg, and 345(3.5%) were other varying doses. The most common diagnoses at discharge were renal colic(21%), low back pain(17%) and abdominal pain(11%).CONCLUSION: The data show that ketorolac was prescribed above its ceiling dose of 10 mg in 97% of patients who received intravenous doses and in 96% of patients receiving intramuscular doses. | Emil Soleyman-Zomalan Sergey Motov Antonios Likourezos Victor Cohen Illya Pushkar Christian Fromm | 2017 | World Journal of Emergency Medicine2017，8，1： | 2 |
| 3 | Model relating Process variables to film electrical properties for reactively sputtered tantalum oxide thin films 显示文摘 | PUSHKAR JAIN VIAAY BHAGWAT EUGENE J | 2003 | Journal of Applied Physics2003，93，6： | 1 |
| 4 | Alloys of the Fe-Cr system:The relations between phase transitions 'order-disorder' and 'ordering-separation'显示文摘 | USTINOVSHIKOV Y PUSHKARE V | 2005 | Journal of Alloys and Compounds2005，389，： | 1 |
| 5 | Severity of overaetive bladder symptoms and re - sponse to dose escalation in a random- ized, double - blindtrial of so - lifenacin ( SUNRISE ) 显示文摘 | Cardozo L Amarenco G Pushkar D | 2013 | BJU Int2013，111，： | 1 |
| 6 | Severity of overactive bladder symptoms and response to dose escalation in a randomized, double‐blind trial of solifenacin ( SUNRISE )显示文摘 | Linda Cardozo Gerard Amarenco Dmitry Pushkar Jura Mikulas Ted Drogendijk Mark Wright Gerhard Compion | 2013 | BJU Int2013，，： | 1 |
| 7 | Pose invariant virtual classifiers from single training image using novel hybrid-eigenfaces 显示文摘 | Sharma Abhishek Dubey Anamika Tripathi Pushkar | 2010 | Neurocomput- ing2010，73，： | 1 |
| 8 | Reinforcement learning of iterative behavior with multiple sensors显示文摘 | Abdul S | 1994 | Journal of Applied Intelligence1994，4，5： | 1 |
| 9 | Health shocks and consumption smoothing in rural households: Does microcredit have a role to play?显示文摘 | Asadul Islam Pushkar Maitra | 2011 | Journal of Development Economics2011，，2： | 1 |
| 10 | Requirement of Kissl secretion for multiple organ metastasis sup- pression and maintance of tumor dormancy 显示文摘 | Kevin T Nash Pushkar A Phadke Jean - mare Navenot | 2007 | Natl Cancer lnst2007，4，99： | 1 |
| 11 | Management of ra- diation- induced vesicovaginal fistula 显示文摘 | Pushkar DY Dyakov VV Kasyan GR | 2009 | Eur Urol2009，55，： | 1 |
| 12 | A leaf-based assay using interchangeable design principles to rapidly assemble multistep recombinant pathways显示文摘 | Craig C W James R P Pushkar S | 2009 | Plant Biotechnology Journal2009，98，7： | 1 |
| 13 | 350 Validation of Histoscanning system to detect and characterize prostate cancer 显示文摘 | Govorov A Pushkar D Kovylina M | 2013 | European Urology Supplements2013，12，1： | 1 |
| 14 | Local size distribution of particles deposited by inertial impaction on cylindrical target in dust-laden streams显示文摘 | Daniel E Rosner Pushkar Tandon A G Konstandopou- los | 1995 | Journal of Aerosol Science1995，26，8： | 1 |
| 15 | Prevalence of inflammation and benign prostatic hyperplasia on autopsy in Asian and Caucasian men显示文摘 | Zlotta AR Egawa S Pushkar D | 2014 | Eur Urol2014，66，4： | 1 |
| 16 | The interleukin-1 family of cytokines and receptors in human breast cancer:implications for tumor progression显示文摘 | Pushkar I Anderson KH et a1 | 2003 | Int J Oncol2003，23，2： | 1 |
| 17 | The interleukin-1 family of cytokines and receptors in human breast cancer:implications for tumor progression显示文摘 | Pantschenko AG Pushkar I Anderson KH | 2003 | Int J Oncol2003，23，2： | 1 |
| 18 | Comparison and analysis of different information system cost judgment methods显示文摘 | KUMARI S PUSHKAR S | 2013 | International Journal of Advanced Computer Science and Applications2013，4，1： | 1 |
| 19 | 350 Validation of histoscanning system to detect and characterize prostate cancer 显示文摘 | Govorov A Pushkar D Kovylina M | 2013 | Eur Urol Suppl2013，12，： | 1 |
| 20 | Mobilization of arachidonyl moieties from triacylglycerels into chloreplastic lipids following recovery from nitrogen starvation of the microalga Parietochloris incisa 显示文摘 | Khozin - Goldberg Irma Shrestha Pushkar Cohen Zvi | 2005 | Blochimica Biophysica Acta (BBA) - Molecular and Cell Biology of Lipids2005，1738，1： | 1 |
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