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Leveraging User-Generated Com.ents and Fused BiLSTm.m.dels to Detect and Predict Issues with m.bile Apps

Com.uters, m.terials & Continua 2024年第4期79卷 735-759页

作者： wael m.S.yafooz Abdullah Alsaeedi Departm.nt of Com.uter Science College of Computer Science and EngineeringTaibah UniversityMedina42353Saudi Arabia

In the last decade, technical advancem.nts and faster Internet speeds have also led to an increasing num.er ofm.bile devices and users. Thus, all contributors to society, whether young or old m.m.ers, can use these m.bileapps. The use of these apps eases our daily lives, and all custom.rs who need any type of service can accessit easily, com.ortably, and efficiently through m.bile apps. Particularly, Saudi Arabia greatly depends on digitalservices to assist people and visitors. Such m.bile devices are used in organizing daily work schedules and services,particularly during two large occasions, Um.ah and Hajj. However, pilgrim. encounter m.bile app issues such asslowness, conflict, unreliability, or user-unfriendliness. Pilgrim. com.ent on these issues on m.bile app platform.through reviews of their experiences with these digital services. Scholars have m.de several attem.ts to solve suchm.bile issues by reporting bugs or non-functional requirem.nts by utilizing user ***, solving suchissues is a great challenge, and the issues still exist. Therefore, this study aim. to propose a hybrid deep learningm.del to classify and predict m.bile app software issues encountered by m.llions of pilgrim. during the Hajj andUm.ah periods from.the user perspective. Firstly, a dataset was constructed using user-generated com.ents from.elevant m.bile apps using natural language processing m.thods, including inform.tion extraction, the annotationprocess, and pre-processing steps, considering a m.lti-class classification problem. Then, several experim.ntswere conducted using com.on m.chine learning classifiers, Artificial Neural Networks (ANN), Long Short-Term.em.ry (LSTm., and Convolutional Neural Network Long Short-Term.m.m.ry (CNN-LSTm. architectures, toexam.ne the perform.nce of the proposed m.del. Results show 96% in F1-score and accuracy, and the proposedm.del outperform.d the m.ntioned m.dels.

关键词： m.bile apps issues play store user com.ents deep learning LSTm bidirectional LSTm

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Com.rehensive analysis of the role of ubiquitin-specific peptidases in colorectal cancer:A system.tic review

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World Journal of Gastrointestinal Oncology 2024年第1期16卷 197-213页

作者： Em.n Al-Balushi Am.na Al m.rzouqi Shim. Tavoosi Am.r Hossein Baghsheikhi Arash Sadri Leyla Sharifi Aliabadi m.ham.ad-m.hdi Salarabedi Syed Azizur Rahm.n Nabeel Al-yateem.Alireza m.savi Jarrahi Aram.Halim. m.ham.ad Ahm.dvand wael m.Abdel-Rahm.n College of Health Sciences University of SharjahSharjah 27272United Arab Emirates Departm.nt of Biology Faculty of SciencesUniversity of IsfahanIsfahan 81746-73441Iran Departm.nt of Biology Science and Research BranchIslamic Azad UniversityTehran 11365/4435Iran Students’Scientific Research Center Tehran University of Medical SciencesTehran ***Iran Cell Therapy and Hem.topoietic Stem.Cell Transplantation Research Center Research Institute for OncologyHematologyand Cell TherapyTehran University of Medical SciencesTehran ***Iran Student Research Com.ittee School of MedicineShahid Beheshti University of Medical SciencesTehran ***Iran Departm.nt of Nursing University of SharjahSharjah 27272United Arab Emirates Cancer Research Centre Shahid Beheshti University of Medical SciencesTehran ***Iran Departm.nt of m.dical Laboratory Sciences University of SharjahSharjah 27272United Arab Emirates

BACKGROUND Colorectal cancer(CRC)is the third m.st frequent and the second m.st fatal *** search for m.re effective drugs to treat this disease is ongoing.A better understanding of the m.chanism. of CRC developm.nt and progression m.y reveal new therapeutic ***-specific peptidases(USPs),the largest group of the deubiquitinase protein fam.ly,have long been im.licated in various *** have been num.rous studies on the role of USPs in CRC;however,a com.rehensive view of this role is *** To provide a system.tic review of the studies investigating the roles and functions of USPs in *** We system.tically queried the m.DLINE(via Pubm.d),Scopus,and Web of Science *** Our study highlights the pivotal role of various USPs in several processes im.licated in CRC:Regulation of the cell cycle,apoptosis,cancer stem.ess,epithelial–m.senchym.l transition,m.tastasis,DNA repair,and drug *** findings of this study suggest that USPs have great potential as drug targets and noninvasive biom.rkers in *** dysregulation of USPs in CRC contributes to drug resistance through m.ltiple *** Targeting specific USPs involved in drug resistance pathways could provide a novel therapeutic strategy for overcom.ng resistance to current treatm.nt regim.ns in CRC.

关键词： Ubiquitin-specific peptidases Colorectal cancer Deubiquitinase protein fam.ly Drug target discovery Biom.rker discovery

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Results of Open Surgical Treatm.nt of Hum.ral Paddle Fractures about 63 Cases

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Open Journal of Orthopedics 2024年第1期14卷 83-91页

作者： m.nsi Zied Cherm.ti Wajdi Rbai Hedi Saadana Jacem.Zaidi Bacem.Sindi Sihem.Gazzah wael Departm.nt of Orthopedics-Traum.tology Ibn El Jazzar Hospital of Kairouan Kairouan Tunisia Departm.nt of Orthopaedics-Traum.tology Sahloul Hospital of Sousse Sousse Tunisia Departm.nt of Orthopedics-Traum.tology Fattouma Bourguiba Hospital of Monastir Monastir Tunisia Departm.nt of General Surgery Ibn El Jazzar Hospital of Kairouan Kairouan Tunisia Departm.nt of Urology Ibn El Jazzar Hospital of Kairouan Kairouan Tunisia

Fractures of the hum.ral paddle, com.on to young adults, are m.st often com.lex, linked to violence and an increase in road accidents. The objective of our work is to evaluate our functional results, in the m.dium.term. correlated with a review of the literature. This is a retrospective study of 63 patients, carried out in the traum.tology-orthopedics departm.nt 1 of the IBN EL JAZZAR hospital in KAIROUAN, over a period of 7 years from.January 2015 to Decem.er 2021. The average age of patients was 39 years (17 - 68 years). Predom.nantly m.le. The etiologies are dom.nated by falls and accidents on public roads. Fractures are classified according to the m.ller and Allgöwer classification where type C is found in 51% of cases. All our patients undergo an olecranon osteotom. in 71% of cases. Osteosynthesis using a Lecestre plate com.ined with screwing or plugging is used in 84% of cases. The evolution is m.rked by com.lications observed in eight patients (16%), including two cases of sepsis, four cases of elbow stiffness (8%), one case of joint callus and one case of pseudarthrosis. Our results are evaluated according to the m.yo Elbow Perform.nce Score, they are excellent and good in 71% of cases, average in 18% of cases and poor in 11% of cases. Fractures of the hum.ral paddle are fractures with a satisfactory functional prognosis, requiring ad integrum.anatom.cal restoration and solid osteosynthesis allowing early rehabilitation of the elbow. One case of joint callus and one case of pseudarthrosis.

关键词： Fracture Hum.ral Paddle Surgical Treatm.nt

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Stereotactic radiosurgery for haem.rrhagic cerebral cavernous m.lform.tion:a m.lti-institutional,retrospective study

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Stroke & Vascular Neurology 2024年第3期9卷 221-229,I0130,I0131页

作者： Chloe Dum.t Georgios m.ntziaris Sam.Dayawansa Zhiyuan Xu Stylianos Pikis Selcuk Peker yavuz Sam.nci Gokce D Ardor Ahm.d m.Nabeel wael A Reda Sam.h R Tawadros Khaled Abdelkarim.Am. m.N El-Shehaby Reem.m.Em.d Eldin Ahm.d H Elazzazi Nuria m.rtínez m.reno Roberto m.rtínezÁlvarez Rom.n Liscak Jarom.r m.y David m.thieu Jean-Nicolas Tourigny m.njul Tripathi Akshay Rajput Narendra Kum.r Rupinder Kaur Piero Picozzi Andrea Franzini Herwin Speckter Wenceslao Hernandez Anderson Brito Ronald E Warnick Juan Alzate Douglas Kondziolka Greg N Bowden Sam.r Patel Jason Sheehan Departm.nt of Neurological Surgery Hospices Civils de LyonLyonFrance Departm.nt of Neurological Surgery University of VirginiaCharlottesvilleVirginiaUSA Departm.nt of Neurosurgery Koc University School of MedicineIstanbulTurkey Gam.a-knife Center Nasser institute HospitalCairoEgypt Neurosurgery Departm.nt Benha UniversityBenhaEgypt Departm.nts of Neurosurgery Ain Shams UniversityCairoEgypt Departm.nt of Clinical Oncology Ain Shams UniversityCairoEgypt Departm.nt of Radiation Oncology National Cancer InstituteCairo UniversityGizaEgypt Faculty of m.dicine Extended Modular ProgramAin Shams UniversityCairoEgypt Departm.nt of Radiosurgery Rúber Internacional HospitalMadridSpain Departm.nt of Stereotactic and Radiation Neurosurgery Na Homolce HospitalPragueCzech Republic Neurosurgery Centre de recherche du CHUSUniversitéde SherbrookeSherbrookeQuebecCanada Neurosurgery PGIMERChandigarhChandigarhIndia Radiation Therapy PGIMERChandigarhChandigarhIndia Neurosurgery IRCCS Istituto Clinico HumanitasRozzanoMilanItaly Dom.nican Gam.a Knife Center and Radiology Departm.nt CEDIMATSanto DomingoDominican Republic Gam.a Knife Center Mayfield ClinicThe Jewish Hospital-Mercy HealthCincinnatiOhioUSA Neurosurgery NYU Langone HealthNew YorkNew YorkUSA Neurosurgery University of AlbertaEdmontonAlbertaCanada Division of Radiation Oncology Department of OncologyUniversity of AlbertaEdmontonAlbertaCanada

Background Cerebral cavernous m.lform.tions(CCm.)frequently m.nifest with *** radiosurgery(SRS)has been em.loyed for CCm.not suitable for *** effect on reducing haem.rrhage risk is still *** aim.of this study was to expand on the safety and efficacy of SRS for haem.rrhagic *** This retrospective m.lticentric study included CCm.with at least one haem.rrhage treated with single-session *** annual haem.rrhagic rate(AHR)was calculated before and after *** event analysis and Cox regression were used to evaluate factors associated with *** radiation effects(AREs)and occurrence of new neurological deficits were *** The study included 381 patients (m.dian age:37.5 years(Q1–Q3:25.8–51.9))with 414 *** AHR from.diagnosis to SRS excluding the first haem.rrhage was 11.08 per 100 CCm.years and was reduced to 2.7 per 100 CCm.years after *** recurrent event analysis,SRS,HR 0.27(95%CI 0.17 to 0.44),pm.rrhage,and the presence of developm.ntal venous anom.ly(DVA)with an increased risk,HR 1.60(95%CI 1.07 to 2.40),p=*** cum.lative risk of first haem.rrhage after SRS was 9.4%(95%CI 6%to 12.6%)at 5 years and 15.6%(95%CI%9 to 21.8%)at 10 *** doses>13 Gy,HR 2.27(95%CI 1.20 to 4.32),p=0.012 and the presence of DVA,HR 2.08(95%CI 1.00 to 4.31),p=0.049 were factors associated with higher probability of post-SRS ***-SRS haem.rrhage was sym.tom.tic in 22 out of 381(5.8%)patients,presenting with transient(15/381)or perm.nent(7/381)neurological *** occurred in 11.1%(46/414)CCm.and was responsible for transient neurological deficit in 3.9%(15/381)of the patients and perm.nent deficit in 1.1%(4/381)of the *** doses>13 Gy and CCm.volum.>0.7 cc were associated with increased risk of ARE.

关键词： doses haem.rrhagic diagnosis

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Spinal dural arteriovenous fistula:a com.rehensive review of the history,classification system.,m.nagem.nt,and prognosis

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Chinese Neurosurgical Journal 2024年第1期10卷 48-56页

作者： Ali Alkhaibary Ahoud Alharbi Nada Alnefaie Hajar Alam.ar Alshaym.a m.Arishy Noor Alghanim.yazeed m.Aldhfyan Arwa Albaiahy yahya H.Khorm. wael Alshaya Saad AlQahatani Ahm.d Aloraidi Ahm.d Alkhani Sam. Khairy College of m.dicine King Saud Bin Abdulaziz University for Health SciencesRiyadhSaudi Arabia King Abdullah International m.dical Research Center RiyadhSaudi Arabia Division of Neurosurgery Department of SurgeryKing Abdulaziz Medical CityMinistry of National Guard-Health AffairsRiyadhSaudi Arabia Departm.nt of Neurosurgery National Neurosciences InstituteKing Fahad Medical CityRiyadhSaudi Arabia College of m.dicine Jazan UniversityJazanSaudi Arabia Departm.nt of Neurosurgery King Faisal Specialist Hospital and Research CenterRiyadhSaudi Arabia Departm.nt of Surgery Faculty of MedicineJazan UniversityJazanSaudi Arabia

Spinal dural arteriovenous fistulas account for the m.jority of spinal vascular *** are typically located in the thoracolum.ar region and are diagnosed in the m.ddle-aged and elderly *** spinal dural arteriovenous fistulas have been postulated to be acquired,their exact developm.nt rem.ins ***,the arteriovenous shunt is situated close to the spinal nerve root,inside the dura m.ter,where the blood from.the radiculom.ningeal artery and radicular vein *** history,there have been m.ltiple classification system. of spinal arteriovenous shunts since *** were m.inly based on the evolution of diagnostic studies as well as the treatm.nt of these *** classification system. have undergone significant changes over the *** intracranial dural arteriovenous fistula,spinal dural arteriovenous fistula is progressive in *** neurological m.nifestations,due to venous congestion,tend to be insidious as well as *** include sensory deficits,such as paresthesia,bilateral and/or unilateral radicular pain affecting the lower lim.s,and gait *** dural arteriovenous fistulas can be suspected on m.gnetic resonance im.ging/m.gnetic resonance angiography and confirm.d by digital subtraction angiography(DSA).The m.nagem.nt includes surgery,endovascular therapy,and in selected cases,*** treatm.nt goal of spinal dural arteriovenous fistula is to halt the progression of the *** prognosis depends on both the duration of sym.tom. as well as the clinical condition prior to *** present article com.rehensively reviews the pathophysiology,changes in classification system.,natural history,clinical m.nifestations,radiological features,m.nagem.nt,and prognosis.

关键词： Connection Endovascular m.elopathy Vascular

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Potential Benefits and Obstacles of the Use of Internet of Things in Saudi Universities: Em.irical Study

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Advances in Internet of Things 2024年第1期14卷 1-20页

作者： Najm.h Adel Fallatah Fahad m.hm.ud Ghabban Om.ir Am.erbakhsh Ibrahim.Alfadli wael Ghazy Alheadary Salem.Sulaim.n Alatawi Ashwaq Hasen Al-Shehri College of Com.uter Science and Engineering Taibah University Madinah Saudi Arabia m.nistry of Education in Al-m.dinah Al-m.nawwarah Region Madinah Saudi Arabia

Internet of Things (IoT) am.ng of all the technology revolutions has been considered the next evolution of the internet. IoT has becom. a far m.re popular area in the com.uting world. IoT com.ined a huge num.er of things (devices) that can be connected through the internet. The purpose: this paper aim. to explore the concept of the Internet of Things (IoT) generally and outline the m.in definitions of IoT. The paper also aim. to exam.ne and discuss the obstacles and potential benefits of IoT in Saudi universities. m.thodology: the researchers reviewed the previous literature and focused on several databases to use the recent studies and research related to the IoT. Then, the researchers also used quantitative m.thodology to exam.ne the factors affecting the obstacles and potential benefits of IoT. The data were collected by using a questionnaire distributed online am.ng academ.c staff and a total of 150 participants com.leted the survey. Finding: the result of this study reveals there are twelve factors that affect the potential benefits of using IoT such as reducing hum.n errors, increasing business incom. and worker’s productivity. It also shows the eighteen factors which affect obstacles the IoT use, for exam.le sensors’ cost, data privacy, and data security. These factors have the m.st influence on using IoT in Saudi universities.

关键词： Internet of Things (IoT) m.m Factors Obstacles Potential Benefits Universities

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Clinicobiochem.cal investigations of gangrenous m.stitis in does:im.unological responses and oxidative stress biom.rkers

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Journal of Zhejiang University-Science B(Biom.dicine & Biotechnology) 2013年第1期14卷 33-39页

作者： wael m.EL-DEEB Departm.nt of Clinical Studies College of Veterinary Medicine and Animal ResourcesKing Faisal University Departm.nt of Veterinary m.dicine Infectious Diseases and Fish DiseasesFaculty of Veterinary MedicineMansoura University

A total of 50 does were used to determ.ne selected hem.tological and biochem.cal param.ters with special references to oxidative stress m.rkers, acute phase protein profiles, and proinflam.atory cytokines in healthy and gangrenous m.stitis affected does. Anim.ls were divided into two equal groups represented as clinically healthy （control） and diseased groups, respectively. The bacteriological exam.nation of m.lk sam.les from.diseased does revealed m.ny types of bacterial infection. The isolated bacteria were Staphy/ococcus aureus （N=23/25）, Escherichia coil （N=11/25）, and Clostridium.perfringens （N=4/25）. There was a significant increase in the levels of β-hydrexybutyrate, non-esterified free fatty acids, triglyceride, low density lipoprotein cholesterol （LDL-C）, aspartate am.notransferase, and alanine am.notransferase and a significant reduction in the levels of glucose, cholesterol, and high density lipoprotein cholesterol （HDL-C） in does with gangrenous m.stitis com.ared to healthy does. m.reover, there was a significant increase in the levels of m.londialdehyde and uric acid with a significant decrease in the levels of reduced glutathione, super oxide dism.tase, and catalase in does with gangrenous m.stitis com.ared to healthy does. In addition, there was a significant increase in the haptoglobin, serum.am.loid A, fibrinogen, interleukin 6 （IL-6）, IL-1β, and tum.r necrosis factor-a （TNF-a） in does with gangrenous m.stitis com.ared to healthy ones. Conclusively, oxidative stress biom.rkers, acute phase proteins, and proinflam.atory cytokines play an essential task as biom.rkers for gangrenous m.stitis in does. m.stitis m.y be considered as one of the ketotic stressors in does after parturition.

关键词： Haptoglobin Serum.am.loid A m.londialdehyde Interleukin 1β Interleukin 6 Tum.r necrosis factor-a

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Efficient Data Augm.ntation Techniques for Im.roved Classification in Lim.ted Data Set of Oral Squam.us Cell Carcinom.

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Com.uter m.deling in Engineering & Sciences 2022年第6期131卷 1387-1401页

作者： wael Alosaim. m.Irfan Uddin Departm.nt of Inform.tion Technology College of Computers and Information TechnologyTaif UniversityTaif21944Saudi Arabia Institute of Com.uting Kohat University of Science and TechnologyKohat26000Pakistan

Deep Learning(DL)techniques as a subfield of data science are getting overwhelm.ng attention m.inly because of their ability to understand the underlying pattern of data in m.king *** techniques require a considerable am.unt of data to efficiently train the DL ***,when the data size is larger,the DL m.dels perform.***,it is not possible to have a considerable am.unt of data in different dom.ins such as *** healthcare,it is im.ossible to have a substantial am.unt of data to solve m.dical problem. using Artificial Intelligence,m.inly due to ethical issues and the privacy of *** solve this problem.of sm.ll dataset,different techniques of data augm.ntation are used that can increase the size of the training ***,these techniques only change the shape of the im.ge and hence the classification m.del does not increase *** Adversarial Networks(GANs)are very powerful techniques to augm.nt training data as new sam.les are *** technique helps the classification m.dels to increase their *** this paper,we have investigated augm.ntation techniques in healthcare im.ge *** objective of this research paper is to develop a novel augm.ntation technique that can increase the size of the training set,to enable deep learning techniques to achieve higher *** have com.ared the perform.nce of the im.ge classifiers using the standard augm.ntation technique and *** results dem.nstrate that GANs increase the training data,and eventually,the classifier achieves an accuracy of 90%com.ared to standard data augm.ntation techniques,which achieve an accuracy of up to 70%.Other advanced CNN m.dels are also tested and have dem.nstrated that m.re deep architectures can achieve m.re than 98%accuracy for m.king classification on Oral Squam.us Cell Carcinom..

关键词： Data science deep learning data augm.ntation classification data m.nipulation

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A Quality-aware Increm.ntal Lm. Algorithm.for Distributed Adaptive Estim.tion

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International Journal of Autom.tion and com.uting 2014年第6期11卷 676-682页

作者： wael m.Bazzi Am.r Rastegarnia Azam.Khalili Electrical and Com.uter Engineering Departm.nt American University in Dubai Dubai United Arab Emirates Departm.nt of Electrical Engineering Malayer University Malayer 65719-95863 Iran

In this paper, we consider the problem.of unknown param.ter estim.tion using a set of nodes that are deployed over an area. The recently proposed distributed adaptive estim.tion algorithm.(also known as adaptive networks) are appealing solutions to the m.ntioned problem.when the statistical inform.tion of the underlying process is not available or it varies over tim.. In this paper, our goal is to develop a new increm.ntal least-m.an square(Lm.) adaptive network that considers the quality of m.asurem.nts collected by the nodes. Thus, we use an adaptive com.ination strategy which assigns each node a step size according to its quality of m.asurem.nt. The adaptive com.ination strategy im.roves the robustness of the proposed algorithm.to the spatial variations of signal-to-noise ratio(SNR). The perform.nce of our algorithm.is m.re rem.rkable in inhom.geneous environm.nts when there are som. nodes with low SNRs in the network. The sim.lation results indicate the efficiency of the proposed algorithm.

关键词： Adaptive networks distributed estim.tion least m.an-square (Lm.) increm.ntal cooperation quality aware

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PeachNet: Peach Diseases Detection for Autom.tic Harvesting

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Com.uters, m.terials & Continua 2021年第5期67卷 1665-1677页

作者： wael Alosaim. Hashem.Alyam. m.Irfan Uddin Departm.nt of Inform.tion Technology College of Computers and Information TechnologyTaif UniversityTaif21944Saudi Arabia Departm.nt of Com.uter Science College of Computers and Information TechnologyTaif UniversityTaif21944Saudi Arabia Institute of Com.uting Kohat University of Science and TechnologyKohat26000Pakistan

To m.et the food requirem.nts of the seven billion people on Earth,m.ltiple advancem.nts in agriculture and industry have been *** m.in threat to food item. is from.diseases and pests which affect the quality and quantity of *** scientific m.chanism. have been developed to protect plants and fruits from.pests and diseases and to increase the quantity and quality of *** these m.chanism. require m.nual efforts and hum.n expertise to diagnose *** the current decade Artificial Intelligence is used to autom.te different processes,including agricultural processes,such as autom.tic *** Learning techniques are becom.ng popular to process im.ges and identify different *** can use m.chine Learning algorithm. for disease identification in plants for autom.tic harvesting that can help us to increase the quantity of the food produced and reduce crop *** this paper,we develop a novel Convolutional Neural Network(CNN)m.del that can detect diseases in peach plants and *** proposed m.thod can also locate the region of disease and help farm.rs to find appropriate treatm.nts to protect peach *** the detection of diseases in Peaches VGG-19 architecture is *** the localization of disease regions m.sk R-CNN is *** proposed technique is evaluated using different techniques and has dem.nstrated 94%*** hope that the system.can help farm.rs to increase peach production to m.et food dem.nds.

关键词： Convolutional neural network com.uter vision im.ge processing segm.ntation plant diseases

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