Bipartite Medial Cuneiform: Case Report and Retrospective Review of 1000 Magnetic Resonance (MR) Imaging Studies by Geraldine H. Chang, Eric Y. Chang, Christine B. Chung, Donald L. Resnick

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Principles of Periocular Reconstruction following Excision of Cutaneous Malignancy by Scott M. Hayano, Katherine M. Whipple, Bobby S. Korn, Don O. Kikkawa

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‘It is scary to pause treatment’: perspectives on HIV cure-related research and analytical treatment interruptions from women diagnosed during acute HIV in Durban, South Africa: So... by Deli Mthimkhulu, Krista L. Dong, Mzwakhe Wiseman Ngcobo, Deborah Mindry, Ayanda Zulu, Ntombifuthi Langa, Luyanda Maphalala, Vanessa Pillay, Maud Mthembu, Annie Miall, Whitney Tran, Ana Dillen, Fang Wan, Ali Ahmed, Jamila K. Stockman, Maryam Hussain, Thumbi Ndung’u, Karine Dubé

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Anatomical, subset, and HIV-dependent expression of viral sensors and restriction factors by Ashley F. George, Jason Neidleman, Xiaoyu Luo, Julie Frouard, Natalie Elphick, Kailin Yin, Kyrlia C. Young, Tongcui Ma, Alicer K. Andrew, Ifeanyi J. Ezeonwumelu, Jesper G. Pedersen, Antoine Chaillon, Magali Porrachia, Brendon Woodworth, Martin R. Jakobsen, Reuben Thomas, Davey M. Smith, Sara Gianella, Nadia R. Roan

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Transforming the Health Research Workforce in Mozambique: Achievements of the Mozambique Institute for Health Education and Research (MIHER) over a 13-Year Journey by Emília Virgínia Noormahomed, Sérgio Noormahomed, Matchecane Cossa, Nicole Joyce, Regina Daniel Miambo, Irina Mendes Sousa, Noémia Nhacupe, Tufária Mussá, Jahit Sacarlal, Lídia Gouveia, Luís Jorge Ferrão, Carla Carrilho, Mamudo Ismail, Davey Smith, Natasha K. Martin, Ravi Goyal, Kim E. Barrett, Sónia Santana Afonso, Amélia Mandane, Alarquia Saíde, Pompílio Vintuar, Brígida Singo, Boaventura Aleixo, Luck Injage, Elizabeth A. Winzeler, Paulo Correia-de-Sá, Maria do Rosário Oliveira Martins, Paulo Ferrinho, Sam Patel, Ana Olga Mocumbi, Stephen W. Bickler, Constance A. Benson, Roberto Badaró, Robert T. Schooley

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Update on Chemotherapy in the Treatment of Urothelial Carcinoma by Carrie Costantini, Frederick Millard

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Bladder Cancer by A. Karim Kader

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‘With this study, we have hope that something is coming’: community members’ perceptions of HIV cure-related research in Durban, South Africa – a qualitative focus group study... by Karine Dubé, Deli Mthimkhulu, Wiseman Ngcobo, Deborah Mindry, Luyanda Maphalala, Vanessa Pillay, Whitney Tran, Ana Korolkova, Thumbi Ndung’u, Krista Dong

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Selberg's trace formula on the k-regular tree and applications by Audrey Terras, Dorothy Wallace

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Controlling Underwater Robots with Electronic Nervous Systems by Joseph Ayers, Nikolai Rulkov, Dan Knudsen, Yong-Bin Kim, Alexander Volkovskii, Allen Selverston

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Advanced retinal disease detection from OCT images using a hybrid squeeze and excitation enhanced model. by Gülcan Gencer, Kerem Gencer

“…The methodology was tested on UCSD and Duke's OCT datasets and produced excellent results. …”
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Interactive Palliative and End-of-Life Care Modules for Pediatric Residents by Mindy K. Ross, Ami Doshi, London Carrasca, Patricia Pian, JoAnne Auger, Amira Baker, James A. Proudfoot, Mark S. Pian

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A High-resolution Spectroscopic Survey of Directly Imaged Companion Hosts. I. Determination of Diagnostic Stellar Abundances for Planet Formation and Composition by Aneesh Baburaj, Quinn M. Konopacky, Christopher A. Theissen, Sarah Peacock, Lori Huseby, Benjamin J. Fulton, Roman Gerasimov, Travis S. Barman, Kielan K. W. Hoch

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Trends and Outcomes in Sarcomatoid Renal Cell Carcinoma: Analysis of the National Cancer Data Base by Luke L. Wang, Dhruv Puri, Cesare Saitta, Franklin Liu, Jonathan A. Afari, Margaret F. Meagher, Kevin Hakimi, Mimi V. Nguyen, Aastha Shah, Saeed Ghassemzadeh, James D. Murphy, Juan Javier-Desloges, Rana R. McKay, Ithaar H. Derweesh

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Bootstrap Order Determination for ARMA Models: A Comparison between Different Model Selection Criteria by Livio Fenga

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Increasing the meaningful involvement of women in HIV cure-related research: a qualitative interview study in the United States by Karine Dubé, Elizabeth Barr, Morgan Philbin, Amaya Perez-Brumer, Brian Minalga, Beth Peterson, Dawn Averitt, Bridgette Picou, Krista Martel, Cecilia Chung, María Mejía, Martha Cameron, Gail Graham, Lynda Dee, Dázon Dixon Diallo, Ebony Gordon, Anastasia Korolkova, Typhanye Dyer, Judith D. Auerbach, Eileen Scully, Krista L. Dong, Sara Gianella

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A Large Cardiac Mass: Diagnosis of Caseous Mitral Annular Calcification and Determining Optimum Management Strategy by Emanuel A. Shapera, Afshin Karimi, Luis R. Castellanos

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CRF combined with ShapeBM shape priors for image labeling by Hao WANG, Lijun GUO, Yadong WANG, Rong ZHANG

“…Conditional random field (CRF) is a powerful model for image labeling,it is particularly well-suited to model local interactions among adjacent regions (e.g.superpixels).However,CRF doesn't consider the global constraint of objects.The overall shape of the object is used as a global constraint,the ShapeBM can be taken advantage of modeling the global shape of object,and then a new labeling model that combined the above two types of models was presented.The combination of CRF and ShapeBM was based on the superpixels,through the pooling technology was wed to establish the corresponding relationship between the CRF superpixel layer and the ShapeBM input layer.It enhanced the effectiveness of the combination of CRF and ShapeBM and improved the accuracy of the labeling.The experiments on the Penn-Fudan Pedestrians dataset and Caltech-UCSD Birds 200 dataset demonstrate that the model is more effective and efficient than others.…”
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FraudMiner: A Novel Credit Card Fraud Detection Model Based on Frequent Itemset Mining by K. R. Seeja, Masoumeh Zareapoor

“…The performance evaluation of the proposed model is done on UCSD Data Mining Contest 2009 Dataset (anonymous and imbalanced) and it is found that the proposed model has very high fraud detection rate, balanced classification rate, Matthews correlation coefficient, and very less false alarm rate than other state-of-the-art classifiers.…”
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Novel video anomaly detection method based on global-local self-attention network by Jing YANG, Chengmao WU, Liuping ZHOU

“…In order to improve the accuracy of video anomaly detection, a novel video anomaly detection method based on global-local self-attention network was proposed.Firstly, the video sequence and the corresponding RGB sequence were fused to highlight the motion change of the object.Secondly, the temporal correlation of the video sequence in the local area was captured by the expansion convolution layer, along with the self-attention network was utilized to compute the global temporal dependencies of the video sequence.Meanwhile, by deepening the basic network U-Net and combining the relevant motion and representation constraints, the network model was trained end-to-end to improve the detection accuracy and robustness of the model.Finally, experiments were carried out on the public data sets UCSD Ped2, CUHK Avenue and ShanghaiTech, as well as the test results were visually analyzed.The experimental results show that the detection accuracy AUC of the proposed method reaches 97.4%, 86.8% and 73.2% respectively, which is obviously better than that of the compared methods.…”
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