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| 1 | Do clinical and paraclinical findings have the power to predict critical conditions of injured patients after traumatic injury resuscitation?Using data mining artificial intelligence显示文摘Purpose The triage and initial care of injured patients and a subsequent right level of care is paramount for an overall outcome after traumatic injury.Early recognition of patients is an important case of such decision-making with risk of worse prognosis.This article is to answer if clinical and paraclinical signs can predict the critical conditions of injured patients after traumatic injury resuscitation.Methods The study included 1107 trauma patients,16 years and older.The patients were trauma victims of Levels I and II triage and admitted to the Rajaee(Emtiaz)Trauma Hospital,Shiraz,in 2014–2015.The cross-industry process for data mining methodology and modeling was used for assessing the best early clinical and paraclinical variables to predict the patients’prognosis.Five modeling methods including the support vector machine,K-nearest neighbor algorithms,Bagging and Adaboost,and the neural network were compared by some evaluation criteria.Results Learning algorithms can predict the deterioration of injured patients by monitoring the Bagging and SVM models with 99%accuracy.The most-fitted variables were Glasgow Coma Scale score,base deficit,and diastolic blood pressure especially after initial resuscitation in the algorithms for overall outcome predictions.Conclusion Data mining could help in triage,initial treatment,and further decision-making for outcome measures in trauma patients.Clinical and paraclinical variables after resuscitation could predict short-term outcomes much better than variables on arrival.With artificial intelligence modeling system,diastolic blood pressure after resuscitation has a greater association with predicting early mortality rather than systolic blood pressure after resuscitation.Artificial intelligence monitoring may have a role in trauma care and should be further investigated. | Shahram Paydar Elahe Parva Zahra Ghahramani Saeedeh Pourahmad Leila Shayan Vahid Mohammadkarimi Golnar Sabetian | 2021 | Chinese Journal of Traumatology2021，24，1： | 2 |
| 2 | Impact of gut microbiome in the development and treatment of pancreatic cancer:Newer insights显示文摘The gut microbiome plays an important role in the variation of pharmacologic response.This aspect is especially important in the era of precision medicine,where understanding how and to what extent the gut microbiome interacts with drugs and their actions will be key to individualizing therapy.The impact of the composition of the gut microbiome on the efficacy of newer cancer therapies such as immune checkpoint inhibitors and chimeric antigen receptor T-cell treatment has become an active area of research.Pancreatic adenocarcinoma(PAC)has a poor prognosis even in those with potentially resectable disease,and treatment options are very limited.Newer studies have concluded that there is a synergistic effect for immunotherapy in combination with cytotoxic drugs,in the treatment of PAC.A variety of commensal microbiota can affect the efficacy of conventional chemotherapy and immunotherapy by modulating the tumor microenvironment in the treatment of PAC.This review will provide newer insights on the impact that alterations made in the gut microbial system have in the development and treatment of PAC. | Ayrton I Bangolo Chinmay Trivedi Ishan Jani Silvanna Pender Hirra Khalid Budoor Alqinai Alina Intisar Karamvir Randhawa Joseph Moore Nicoleta De Deugd Shaji Faisal SuchithBoodgere Suresh Parva Gopani Vignesh K Nagesh Tracy Proverbs-Singh Simcha Weissman | 2023 | World Journal of Gastroenterology2023，29，25： | 2 |
| 3 | An enhanced volumetric CT study 显示文摘 | Carlier RY Safa DM Parva P Ankylosing neurogenic myositis ossificans of the hip | 2005 | J Bone Joint Surg Br2005，87，3： | 1 |
| 4 | Interpretability of excisional biopsies of the cervix : cone biopsy and loop excision显示文摘 | Miroshnichenko G Parva M Hohz D | 2009 | J Low Genit Tract Di2009，13，1： | 1 |
| 5 | Thrombin activity on dissected and anastomosed human arteries 显示文摘 | Johnson PC Parva B Hell B | 1996 | Surg Res1996，60，1： | 1 |
| 6 | Placenta perereta with inva- sion of the bladder wall: management with a multi-disciplinary ap- proach显示文摘 | Parva M Charrlchad D Keegan J | 2010 | J Clin Anesth2010，22，3： | 1 |
| 7 | Ankylosing neurogenie myositis ossifieans of the hip An enhancedv olumetric CT study显示文摘 | Carlier R Y Sara D M Parva P | | 0，，03： | 1 |
| 8 | Placenta percreta with invasion of the bladder wall: management with a multi-disciplin- ary approach显示文摘 | Parva M Chamchad D Keegan J | 2010 | J Clin Anesth2010，22，3： | 1 |
| 9 | Atypical proliferative myositis:original MR description with pathologic correlation:case report显示文摘 | Jarraya M Parva P Stone M | 2014 | Skeletal Radiol2014，43，8： | 1 |
| 10 | Interpretability ofexcisional biopsies of the cervix:cone biopsy and loop excision显示文摘 | Miroshnichenko GG Parva M Holtz DO | 2009 | J Low Genit Tract Dis2009，13，1： | 1 |
| 11 | Degradation of phenol via wet-air oxidation over CuO/CeO2-ZrO2 nanocatalyst synthesized employing ultrasound energy: physicochemical characterization and catalytic performance 显示文摘 | Mohsen Parvas Mohammad Haghighi Somaiyeh Allahyari | 2014 | Environment Technology2014，35，9： | 1 |
| 12 | Interpretability of excisional biopsies of the cervix: cone biopsy and loop excision显示文摘 | Miroshnichenko GG Parva M Holtz DO | 2009 | J Low Genit Tract Dis2009，13，1： | 1 |
| 13 | Interpretability of excisional biopsies of the cervix:cone biopsy and loop excision显示文摘 | Miroshnichenko G Parva M Holtz D | | 0，，01： | 1 |
| 14 | Ankylosing neurogenic myositis ossificans of the hip An enhanced volumetric CT study显示文摘 | Carlier R Y Safa D M Parva P | 2005 | J Bone Joint Surg Br2005，87，3： | 1 |
| 15 | Placenta percreta with invasion of the bladder wall: management with a multi - disciplinary approach 显示文摘 | Parva M Chamchad D Keegan J | 2010 | J Clin Anesth2010，22，3： | 1 |
| 16 | Interpretability of excisional biopsies of the cervix:cone biopsy and loop excision 显示文摘 | Miroshnichenko GG Parva M Hohz DO | 2009 | J Low Genit Tract Dis2009，13，1： | 1 |
| 17 | Ankylosing neurogenic myositis ossificans of the hip - An enhanced volumetric CT study 显示文摘 | Carlier RY Safa DML Parva P | 2005 | The Journal of Bone and Joint Surgery (Br)2005，87，3： | 1 |
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