First, the acetabular index measured by the Committee of Experts was obtained through multiple rounds of cross-examination by multiple authoritative physicians. The acetabular index was measured by the Hilgenreiner method (4, 5). Frontiers articles were cited 1.1 million times in 2021, an increase of 60% over the previous year. Name Furthermore, only the top certified research, evaluated objectively through quantitative online article level metrics, is disseminated to increasingly wider communities as it gradually climbs the tiers of the Frontiers Tiering System from specialized expert readership towards public understanding. This study collected pelvic radiographs anonymously, so no informed consent was obtained. First, artificial intelligence was applied into a discovery series of gene expression of 414 patients (GSE10846). Reviewing a manuscript? Burruss Hall, Suite 340 ET. * Required, Email(will not be published) . All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Q1 (green) comprises the quarter of the journals with the highest values, Q2 (yellow) the second highest values, Q3 (orange) the third highest values and Q4 (red) the lowest values. Under these circumstances, measuring the acetabular index may produce large errors. article types: At the same time, the system greatly improved the efficiency of film reading and reduced human errors in the measurement. The natural environment and our interaction with it are essentially multisensory, where we may deploy visual, tactile and/or auditory senses to perceive, learn and interact with our environment. Should it become clear that a particular reviewer has a conflict of interest or is unable to perform the peer-review timely and adequately, he or she shall be replaced with an alternative reviewer by the Associate Editor or the Chief Editor, who will be alerted and has full control to intervene into the peer-review at any time. HM, JS and JF: contributed to data collection and study conduct. Frontiers in Artificial Intelligence and Applications is a reputed research journal publish the research in the field/area related to Artificial Intelligence (Q4). Illustration of standard pelvic plain film labeling. Results: The test set included 1,000 cases (2,000 hips). Anthony Furey, a candidate in Toronto's mayoral election on Monday, used an A.I. (2012) 6(24):83723. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher. 12. Ha CW, Kim SH, Lee DH, Kim H, Park YB. Clinical application of artificial intelligence-assisted diagnosis using anteroposterior pelvic radiographs in children with developmental dysplasia of the hip. Education stakeholders have had a difficult relationship with technology, alternating between strong enthusiasm and scepticism. The chart shows the evolution of the average number of times documents published in a journal in the past two, three and four years have been cited in the current year. The pelvic plain film that does not meet any of the above three conditions is considered to have severe rotation or tilt. Research is the product of an investment by society and therefore its fruits should be returned to all people without borders or discrimination, serving society universally and in a transparent fashion. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Therefore, we divided the cases into four different age groups, and the results showed that the consistency of measured acetabular index in infants under six months of age was worse than that in the other three groups. International Collaboration accounts for the articles that have been produced by researchers from several countries. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. Samsung's AI Moment Is Here, but Is It Ready? - The New York Times July 4, 2023. Finally, this is a single center study. For the input image, the network first uses a series of convolution layers and ResNet-101 to obtain the high-dimensional feature map and extract the spatial information. Received: 20 September 2022; Accepted: 21 December 2022;Published: 16 January 2023. The hip joints were graded according to the Tnnis criteria (11), where grades 14 were considered abnormal, then the hips were divided into a normal group and an abnormal group. Front. Related studies have shown that there is a large error in the repeatability measurement of acetabular index and the measurement between different doctors (6, 7), which often leads to misdiagnosis and missed diagnosis of DDH. BlandAltman test was used to evaluate the consistency of measurement results of the deep learning system, eight physicians, and the expert committee. The journal has an h-index of 61. The Associate Editor initially checks that the article meets basic quality standards and has no obvious objective errors. It focuses on how smart technologies currently change education in the classroom and the management of educational organisations and systems. Indexing. Relevant literature has pointed out that it is necessary to compare clinicians' accuracy with that of artificial intelligence-based tools (21). Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). positive feedback from the reviewers. Frontiers' philosophy is that all research is for the benefit of humankind. In this study, cases were divided into a normal hip group and an abnormal hip group according to Tnnis standard. they are not paid for their role to act as Associate or Review Editors, and any award scheme is not linked to acceptances of manuscripts. The Associate Editor is aided in this by the Frontiers Collaborative Review Forum software and interface, which suggests the most relevant Review Editors based on a match between their expertise and the topic of the manuscript. Special Issues, Collections and Topics in MDPI journals, A Combination of Multilayer Perceptron, Radial Basis Function Artificial Neural Networks and Machine Learning Image Segmentation for the Dimension Reduction and the Prognosis Assessment of Diffuse Large B-Cell Lymphoma, A Biologically Motivated, Proto-Object-Based Audiovisual Saliency Model, Comparing U-Net Based Models for Denoising Color Images, A Single Gene Expression Set Derived from Artificial Intelligence Predicted the Prognosis of Several Lymphoma Subtypes; and High Immunohistochemical Expression of TNFAIP8 Associated with Poor Prognosis in Diffuse Large B-Cell Lymphoma, The Ouroboros Model, Proposal for Self-Organizing General Cognition Substantiated, Learning: machine learning, deep learning, data learning, reinforcement learning, federated learning, explainable machine learning, Reasoning: automated reasoning, knowledge representation, knowledge reasoning, fuzzy logic, expert systems, data mining, knowledge discovery, AI models: artificial neural networks, convolutional neural networks, decision trees, support vector machines, kernel machines, residual learning, generative adversarial networks, fuzzy models, Vision: computer vision, pattern recognition, machine perception, face recognition, fingerprint recognition, automated surveillance, Planning: multi-agent planning, multi-agent systems, automated planning, automated scheduling, Robotics: intelligent robots, man-machine interface, mechatronics, biomimetics, humanoid, brain-computer interface, smart controls, Language: natural language processing, text mining, question answering, machine translation, voice recognition, speech recognition, information retrieval, Hardware: AI chip, graphics processing unit (GPU), hardware architecture, hardware design, FPGA, ASICs, quantum computing, Applications: healthcare, medicine, automotive, industry, transportation, drugs, finance, cybersecurity, advertising, games, science, art, natural language processing and recognition. The Artificial Intelligence Frontier | Research and Innovation Frontiers | Editorial: Advanced imaging in breast cancer: New hopes All authors contributed to the article and approved the submitted version. Standard pelvic plain films from 2014 to 2018 were collected from Radiology Department of our hospital. Chief Editors, Associate Editors and Review Editors are all listed with their names and affiliations on the Journal pages and are encouraged to publicly list their publication credentials. We develop a proto-object-based audiovisual saliency map (AVSM) for the analysis of dynamic natural scenes. This indicator counts the number of citations received by documents from a journal and divides them by the total number of documents published in that journal. Bland JM, Altman DG. Manuscripts can be submitted until the deadline. More multicenter comparative studies are currently being conducted to improve the accuracy of the system measurements. 2) AI in Business. Artificial intelligence (AI): An AI system is a machine-based system that can, for a given set of human-defined objectives, make predictions, recommendations, or decisions influencing real or virtual environments. doi: 10.1097/SCS.0000000000006215, 16. Methods: A total of 10,219 standard anteroposterior pelvic radiographs were collected retrospectively from April 2014 to December 2018 in our hospital. A total of 10,219 subjects (2,410 male and 7,809 female; mean age: 1.51.64; age range: 1 months10 years) were included in this study. Switzerland Please include what you were doing when this page came up and the Cloudflare Ray ID found at the bottom of this page. Review Editors and reviewers are mandated to only accept to review a manuscript if they have no conflicts of interest (as stated here and in their review invitation and assignment emails). In all, 10,219 plain pelvic radiographs were assigned to a panel of 13 clinicians (10 of whom had at least 8 years of clinical experience in pediatric orthopedics; 2 radiologists had more than 15 years of clinical experience in imaging diagnosis; and 1 chief physician had over 25 years of clinical experience in imaging diagnosis of pediatric orthopedics). Digital images often become corrupted by undesirable noise during the process of acquisition, compression, storage, and transmission. Zheng Q, Shellikeri S, Huang H, Hwang M, Sze RW. The newly formed center uses transdisciplinary research related to the design, development, and deployment of future work spaces, processes, and domains, with an emphasis on human-centered approaches to focus on the individual and the broader workplace. The team of five computer science Ph.D. students at the Sanghani Center, advised by Ismini Lourentzou, received a $250,000 grant to fund its work and are provided with Alexa-enabled devices, Amazon Web Services cloud computing services, and Alexa team support. Virginia Tech and Amazon gathered for a Machine Learning Day held at the Virginia Tech Research Center Arlington on April 25 to celebrate and further solidify their collaborative AmazonVirginia Tech Initiative for Efficient and Robust Machine Learning. The incidence of breast cancer has increased over the past few decades and this can be attributed to change in the risk factor profiles, better cancer registration and advances in cancer detection. Added 23 August 2019 The author The coverage history of this journal is as follows: 2014-2022. Please let us know what you think of our products and services. Springer Berlin Heidelberg, (1987). The introduction of ChatGPT has lit a fire under the shares of companies that produce microchips, the brains of artificial intelligence. It is published by IOS Press BV. As a branch of computer science, Artificial Intelligence (AI) attempts to understand the essence of intelligence and to produce new kinds of intelligent machines that can respond in a similar way to human intelligence. Boniforti FG, Fujii G, Angliss RD, Benson MK. English editing service prior to publication or during author revisions. However, this honorarium is based on the total number of submitted articles during a calendar year, and not the number of accepted articles. Frontiers in Artificial Intelligence Publications Registerial Adaptation vs. Although the kinds of digital noise are varied, current denoising studies focus on denoising only a single and specific kind of noise using a devoted deep-learning model. In the violin figure of acetabular index difference, it can also be seen that the median value and overall distribution of the difference between the measured values of the deep learning system and the measured values of the expert committee are close to 0. This result is due to the fact that in a normal hip x-ray, the sclerotic area of the lateral edge of the acetabulum is usually clear and continuous. In the collection of the Getty museum in Los Angeles is a portrait from the 17th century of the ancient Greek mathematician Euclid: disheveled, holding up sheets of . Data Source: Scopus, Explore, visually communicate and make sense of data with our, Metrics based on Scopus data as of April 2023. See our editorial guidelines for everything you need to know about Frontiers peer review process. Frontiers in Artificial Intelligence - DOAJ SJR is a measure of scientific influence of journals that accounts for both the number of citations received by a journal and the importance or prestige of the journals where such citations come from The work can be freely shared and adapted provided that appropriate credit is given and any changes specified. Computer science, Attribution-ShareAlike 4.0 International (CC BY-SA 4.0) license, CC0 1.0 Universal (CC0) Public Domain Dedication. All rights reserved. Frontiers in Robotics and AI - Impact Score, Ranking, SJR, h-index For more information, please refer to Peoples expectations for AI are very high, and it is said that AI could spur the 4th Industrial Revolution. The acetabular index measured by the system within all age groups, including normal and abnormal groups, also showed good credibility according to the BlandAltman principle. In this study, a computerized deep-learning convolutional neural network model was constructed, trained, and validated by using the pelvic plain radiographs labeled by clinicians. The proposed EU Artificial Intelligence legislation would jeopardise Europe's competitiveness and technological sovereignty, according to an open letter signed by more than 160 executives at . Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Intell. Find support for a specific problem in the support section of our website. (2020) 102-b(11):157481. In this study, we primarily evaluated the ability of artificial intelligence to measure acetabular index. FAIA volumes are included in some of the major A&I databases, for example: - ACM Digital Library. Bloomberg School of Public Health, Johns Hopkins University, 2023 Frontiers Media S.A. All rights reserved, AI for Human Learning and Behavior Change, Machine Learning and Artificial Intelligence. The network first uses a series of convolutional layers and ResNet-101 to extract image features. doi: 10.1097/00003086-197609000-00007, 6. New Frontiers in Artificial Intelligence - Springer (1976) 119(119):3947. Frontiers in Artificial Intelligence publishes rigorously peer-reviewed research on the cutting-edge, disruptive technological revolution of Artificial Intelligence (AI). New Frontiers in Artificial Intelligence: JSAI-isAI Workshops, JURISIN, SKL, AI-Biz, LENLS, AAA, SCIDOCA, kNeXI, Tsukuba, Tokyo, November 13-15, 2017, Revised Selected Papers Annotating Syntax and Lexical Semantics With(out) Indexing doi: 10.1007/978-3-030-33128-3_1, 10. The Associate Editor can then personally choose and invite the most appropriate reviewers to handle the peer-review of the manuscript, including Review Editors from the board or external reviewers. We expect and encourage researchers to participate in this historical era of AI. 149.202.88.50 Frontiers | Editorial: Artificial intelligence in finance and industry Statistical methods for assessing agreement between two methods of clinical measurement. (A) 1,000 cases in the test set; (B) 200 cases randomly selected from the test set; (C) normal group; (D) abnormal group; (E) infants <6 months of age; (F) infants 612 months of age; (G) infants 1224 months of age; (H) children 24 months of age. the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, In May 2023, Frontiers adopted a new reporting platform to be Counter 5 compliant, in line with industry standards. Ramkumar PN, Kunze KN, Haeberle HS, Karnuta JM, Luu BC, Nwachukwu BU, et al. Virginia Techs artificial intelligence footprint is growing first with the Blacksburg campus capabilities with emerging Washington D.C. metro area strengths. By the end of 2021, citations totalled 3.8 million, an increase of 51% over the previous year (Dimensions, 2022). Ready to publish? It means 21 articles of this journal have more than 21 number of citations. Draft EU artificial intelligence rules could hurt Europe, executives Not every article in a journal is considered primary research and therefore "citable", this chart shows the ratio of a journal's articles including substantial research (research articles, conference papers and reviews) in three year windows vs. those documents other than research articles, reviews and conference papers. A specialized audiovisual camera with 360, Digital images often become corrupted by undesirable noise during the process of acquisition, compression, storage, and transmission. datasets humans can only mine by training machines and making them perform human-like tasks. In the evaluation of the measurement results of the deep learning system and the eight clinicians, the measurement error of the most senior physician O1 (95% LOA: 2.76 to 2.56) was the smallest, followed by the deep learning system (95% LOA: 0.93 to 2.86) and the senior radiologist R1 (95% LOA: 3.11 to 2.95) (Table2). There is a waiver policy for these charges. Frontiers in Artificial Intelligence | About Check out our author guidelines for everything you need to know about submission, from choosing a journal and section to preparing your manuscript. Tnnis D. General Radiography of the Hip Joint. Here, it is described how the. If the 95% LOA is clinically acceptable, the deep learning system is considered reliable to measure the acetabular index. (2021) 37(5):16947. Thieme WT, Thiersch JB. The two years line is equivalent to journal impact factor (Thomson Reuters) metric. The diagnosis of DDH in children >6 months old largely depends on pelvic plain radiography (2). doi: 10.1097/BPB.0000000000000426, 21. 11. Breast cancer is the fifth most common cause of cancer-related deaths globally, with a . Pediatr. Of these, 9,219 radiographs were randomly selected to train and verify the system. Look up the Library of Congress Classification Outline, Science: Mathematics: Instruments and machines: Electronic computers. The action you just performed triggered the security solution. a CC BY In this study, image automatic recognition and measurement were performed based on a deep-learning method called the Faster RCNN-DDH (FR-DDH) network (Figure4). Article views and downloads (per year) Frontiers in Artificial Intelligence - Resurchify Not every article in a journal is considered primary research and therefore "citable", this chart shows the ratio of a journal's articles including substantial research (research articles, conference papers and reviews) in three year windows vs. those documents other than research articles, reviews and conference papers. The associated hypothesized processes could remedy pressing problems plaguing many, and even the most powerful current implementations of AI, including in particular deep neural networks. For more information on open access clickhere. *Correspondence: Sicheng Zhang zsc_zlc@126.com, These authors have contributed equally to this work and share first authorship, Specialty Section: This article was submitted to Pediatric Surgery, a section of the journal Frontiers in Pediatrics, https://doi.org/10.3389/fped.2022.1049575, Creative Commons Attribution License (CC BY). Frontiers in Artificial Intelligence Please visit the Instructions for Authors page before submitting a manuscript. The difference between the measurement results of the 200 pelvic plain films and the lateral values of the expert committee was plotted as a violin figure. Your IP: Submitted papers should be well formatted and use good English.

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