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| 1 | Prediction of kiwifruit firmness using fruit mineral nutrient concentration by artificial neural network(ANN) and multiple linear regressions(MLR)显示文摘Many properties of fruit are influenced by plant nutrition. Fruit firmness is one of the most important fruit characteristics and determines post-harvest life of the fruit. In recent decades, artificial intelligence systems were employed for developing predictive models to estimate and predict many agriculture processes. In the present study, the predictive capabilities of multiple linear regressions(MLR) and artificial neural networks(ANNs) are evaluated to estimate fruit firmness in six months, including each of nutrients concentrations(nitrogen(N), potassium(K), calcium(Ca) and magnesium(Mg)) alone(P_1), combination of nutrients concentrations(P_2), nutrient concentration ratios alone(P_3), and combination of nutrient concentrations and nutrient concentration ratios(P_4). The results showed that MLR model estimated fruit firmness more accuracy than ANN model in three datasets(P_1, P_2 and P_4). However, the application of P_3(N/Ca ratio) as the input dataset in ANN model improved the prediction of fruit firmness than the MLR model. Correlation coefficient and root mean squared error(RMSE) were 0.850 and 0.539 between the measured and the estimated data by the ANN model, respectively. Generally, the ANN model showed greater potential in determining the relationship between 6-mon-fruit firmness and nutrients concentration. | Ali Mohammadi Torkashvand Abbas Ahmadi Niloofar Layegh Nikravesh | 2017 | Journal of Integrative Agriculture2017，16，7： | 7 |
| 2 | Effect of oral granisetron in uremic pruritus显示文摘 | Layegh P Mojahedi MJ Malekshah PE | 2007 | Indian J Dermatol Venereol Leprol2007，73，4： | 1 |
| 3 | Primary osteosarcoma of the sternum: a case report and review of the literature显示文摘 | Rad MP Fattahi Masoum SH Layegh P | 2014 | Arch Bone Jt Surg2014，2，4： | 1 |
| 4 | Ser- um triiodothyronine level asan indicator of inflammation in patients undergoing di- alysis显示文摘 | Zeraati AA Layegh P Famili Y | 2011 | Irma J Kidney Dis2011，5，1： | 1 |
| 5 | Serum triiodothyronine level as an indicator of inflammation in patients undergoing dialysis显示文摘 | Zeraati A A Layegh P Famili Y | | 0，，1： | 1 |
| 6 | Serum triiodothyronine level as an indicator of inflammation in patients显示文摘 | Zeraati AA Layegh P Famili Y | 2011 | Iran J Kidney Dis2011，5，1： | 1 |
| 7 | Serum triiodothyronine level as an indicator of inflammation in patients undergoing dialysis显示文摘 | Zeraati AA Layegh P Famili Y | 2011 | Iran J Kidney Dis2011，5，1： | 1 |
| 8 | Effect of oral granisetrun in uremic pruritus 显示文摘 | Layegh P Mojahedi MJ Tabar-Malekshan PE | 2007 | Indian J Dermatol Venereol Leprol2007，73，4： | 1 |
| 9 | Effectof oral granisetron in uremic pruritus显示文摘 | Layegh P Mojahedi M J Malekshah PE | | 0，，： | 1 |
| 10 | Serum triiodothyronine level as an indicator of inflammation in patients undergoing dialysis显示文摘 | Zeraati A A Layegh P Famili Y | 2011 | Iran J Kidney Dis2011，5，1： | 1 |
| 11 | A Memetie Algorithm for Minimizing the Total Weighted Completion Time on a Single Machine under Step-Deterioration 显示文摘 | Layegh J Jolal F Amalnik M S | 2009 | Advances in Engineering Software2009，40，10： | 1 |
| 12 | Effect of oral granisetron in uremic pruritus显示文摘 | Layegh P Mojahedi MJ Malekshah PE | 2007 | Indian J Dermatol Venereol Leprol2007，73，4： | 1 |
| 13 | Expression of IL-17 and COX2 gene in peripheral blood leukocytes of vitiligo patients 显示文摘 | Esmaeili B Rezaee SA Layegh P | 2011 | Iran J Allergy Asthma Immunol2011，10，2： | 1 |
| 14 | Serum triiodothyronine level as an indicator of inflammation in patients undergoing dialysis 显示文摘 | Zeraati A A Layegh P Famili Y | 2011 | Iran J Kidney Dis2011，5，1： | 1 |
| 15 | A Comparative Study of Transvaginal Sonography and Pelvic MRI in Patients with Endometrial Cancer显示文摘Background:The most prevalent type of gynecological cancer is endometrial cancer.Accurate surgical staging is the most important aspect in the management of endometrial cancer.Preoperative evaluation of myometrial invasion and appropriate management could be achieved by transvaginal sonography and pelvic MRI.Methods:A total of 53 patients with endometrial cancer,who were referred to a gynecology oncology department of an academic hospital in Mashhad University of Medical Sciences from 2018 to 2020,were evaluated in this study.Data were collected using a questionnaire on endometrial cancer.All the patients underwent preoperative transvaginal sonography and pelvic MRI to evaluate myometrial invasion.The involvement of myometrium thickness and histological findings were compared between two imaging modalities,and SPSS 23.0 was used to analyze the data.Results:Junctional irregularity was the most prevalent finding on transvaginal sonography.Based on transvaginal sonography,myometrial invasion of less than 50%was found in 73%of patients,while invasion of more than 50%was observed in 26.31%.In 57.44%of MRIs,there was less than 50%myometrial invasion,while in 42.55%of MRIs,there was more than 50%myometrial invasion.In both modalities,the most common finding was myometrial invasion of less than 50%.The accuracy,sensitivity,and specificity of transvaginal sonography were 0.47,0.27,and 0.75,respectively,whereas the accuracy,sensitivity,and specificity of MRI were 0.54,0.45,and 0.61,respectively.Conclusion:MRI can be the modality of choice for evaluating myometrial invasion and optimizing endometrial cancer treatment planning,as well as reducing the complications of non-indicated lymphadenectomy. | Marjaneh Farazestanian Anahita Hamidi Zohreh Yousefi Parvaneh Layegh Amir Hosein Jafarian Helena Azimi Elham Abdollahi | 2022 | Journal of Clinical and Nursing Research2022，6，2： | 0 |
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