Multi scale multi attention network for blood vessel segmentation in fundus images by Giri Babu Kande, Madhusudana Rao Nalluri, R. Manikandan, Jaehyuk Cho, Sathishkumar Veerappampalayam Easwaramoorthy

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Real-world safety profile of therapy with ibrutinib or acalabrutinib in patients with chronic lymphocytic leukemia/small lymphocytic lymphoma by Ramsay Hafer, Francesco Iadevaia, Thomas Z. Rohan, Teresa Duong, Maria Poluch, Gina Keiffer, Michael Li, Andres Ferber, Luca Laurenti, Alan S. Khoo, Pierluigi Porcu

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Adaptive Oversampling via Density Estimation for Online Imbalanced Classification by Daeun Lee, Hyunjoong Kim

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Discounted-likelihood valuation of variance and volatility swaps by Napat Rujeerapaiboon, Sanae Rujivan, Hongdan Chen

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Examine the Prediction Error of Ride-Hailing Travel Demands with Various Ignored Sparse Demand Effects by Zhiju Chen, Kai Liu, Tao Feng

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A systematic review of regulatory strategies and transparency mandates in AI regulation in Europe, the United States, and Canada by Mona Sloane, Elena Wüllhorst

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ESRC Research Data Policy in a Changing Landscape by Paul Allanson, Angela Daly, Awais Elahi, Alistair Geddes, Maeve Malone, Niamh Nic Daeid, Lucille Tetley-Brown

“… The Economic and Social Research Council (ESRC) is the UK’s largest funder of economic, social, behavioural, and human data science. ESRC research data policy is ‘intended to support ESRC grant holders who collect, produce and re-use data by defining researchers’ roles and responsibilities, as well as the roles and responsibilities of the ESRC and its data service providers.’ …”
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Rapid literature mapping on the recent use of machine learning for wildlife imagery by Nakagawa, Shinichi, Lagisz, Malgorzata, Francis, Roxane, Tam, Jessica, Li, Xun, Elphinstone, Andrew, Jordan, Neil R., O'Brien, Justine K., Pitcher, Benjamin J., Van Sluys, Monique, Sowmya, Arcot, Kingsford, Richard T.

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The PRC2.1 subcomplex opposes G1 progression through regulation of CCND1 and CCND2 by Adam D Longhurst, Kyle Wang, Harsha Garadi Suresh, Mythili Ketavarapu, Henry N Ward, Ian R Jones, Vivek Narayan, Frances V Hundley, Arshia Zernab Hassan, Charles Boone, Chad L Myers, Yin Shen, Vijay Ramani, Brenda J Andrews, David P Toczyski

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Evaluation of Healthcare Outcomes of Patients Treated with 3D-Printed-Titanium and PEEK Cages During Fusion Procedures in the Lumbar Spine by Corso KA, Teferra AA, Michielli A, Corrado K, Marcini A, Lotito M, Smith C, Costa M, Ruppenkamp J, Wallace A

“…Katherine A Corso,1 Andreas A Teferra,1 Annalisa Michielli,2 Kristin Corrado,2 Amy Marcini,3 Mark Lotito,2 Caroline Smith,4 Michelle Costa,4 Jill Ruppenkamp,1 Anna Wallace1 1MedTech Epidemiology and Real-World Data Science, Johnson & Johnson, Raynham, Massachusetts & New Brunswick, New Jersey, USA; 2Clinical Research, DePuy Synthes, MedTech, Johnson & Johnson, Raynham, Massachusetts, USA; 3Medical Affairs, DePuy Synthes, MedTech, Johnson & Johnson, Raynham, Massachusetts, USA; 4Franchise HEMA, DePuy Synthes, Medtech, Johnson & Johnson, Raynham, Massachusetts, USACorrespondence: Katherine A Corso, MedTech Epidemiology and Real-world Data Science, Johnson & Johnson, 325 Paramount Drive, Raynham, MA, 02767, USA, Tel +1 857-523-0279, Email kcorso1@its.jnj.comPurpose: The objective of this observational, real-world study was to describe reoperation, revision, index healthcare utilization and hospital costs among patients treated with PEEK (polyetheretherketone) or 3D-printed-titanium cages during lumbar/lumbosacral posterior fusion procedures, either TLIF (transforaminal lumbar interbody fusion) or PLIF (posterior lumbar interbody fusion). …”
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LoCS-Net: Localizing convolutional spiking neural network for fast visual place recognition by Ugur Akcal, Ugur Akcal, Ugur Akcal, Ivan Georgiev Raikov, Ekaterina Dmitrievna Gribkova, Ekaterina Dmitrievna Gribkova, Anwesa Choudhuri, Anwesa Choudhuri, Seung Hyun Kim, Mattia Gazzola, Rhanor Gillette, Rhanor Gillette, Ivan Soltesz, Girish Chowdhary, Girish Chowdhary, Girish Chowdhary

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Impact of quality of life on overall work productivity impairment and activity impairment of patients with systemic lupus erythematosus: the PEONY study by Yoshiya Tanaka, Shintaro Hirata, Shingo Nakayamada, Yusuke Miyazaki, Kazuyoshi Saito, Kunihiro Yamaoka, Shigeru Iwata, Yoshiyuki Yamaguchi, Keisuke Nakatsuka, Shunpei Kosaka, Katsuhide Kusaka, Toshiki Yabe-Wada, Masakazu Fujiwara, Yoshifumi Arita, Mitsuru Hoshino, Naoko Ozaki

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Implementing a Common Data Model in Ophthalmology: Mapping Structured Electronic Health Record Ophthalmic Examination Data to Standard Vocabularies by Justin C. Quon, MD, Christopher P. Long, MD, William Halfpenny, MBBS, MEng, Amy Chuang, MS, Cindy X. Cai, MD, MS, Sally L. Baxter, MD, MSc, Vamsi Daketi, MS, Amanda Schmitz, BS, Neil Bahroos, MS, Benjamin Y. Xu, MD, PhD, Brian C. Toy, MD

“…Objective: To identify and characterize concept coverage gaps of ophthalmology examination data elements within the Cerner Millennium electronic health record (EHR) implementations by the Observational Health Data Sciences and Informatics Observational Medical Outcomes Partnership (OMOP) common data model (CDM). …”
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Do doctors in dispensing practices with a financial conflict of interest prescribe more expensive drugs? A cross-sectional analysis of English primary care prescribing data by Ben Goldacre, Carl Reynolds, Anna Powell-Smith, Alex J Walker, Tom A Yates, Richard Croker, Liam Smeeth

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Shared-Custodial Wallet for Multi-Party Crypto-Asset Management by Yimika Erinle, Yebo Feng, Jiahua Xu, Nikhil Vadgama, Paolo Tasca

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Comparative evaluation of SNVs, indels, and structural variations detected with short- and long-read sequencing data by Shunichi Kosugi, Chikashi Terao

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Personalized Recommendation Model of High-Quality Education Resources for College Students Based on Data Mining by Chaohua Fang, Qiuyun Lu

“…With the rapid development of information technology and data science, as well as the innovative concept of “Internet+” education, personalized e-learning has received widespread attention in school education and family education. …”
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An Ensemble for Automatic Time Series Forecasting With K-Nearest Neighbors by Maria P. Frias, Francisco Martinez

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A Deep Neural Network to Identify Vacuum Degrees in Vacuum Interrupter Based on Partial Discharge Diagnosis by Hong Nhung-Nguyen, Young-Woo Youn, Yong-Hwa Kim

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Rule-Based Classification Based on Ant Colony Optimization: A Comprehensive Review by Sayed Kaes Maruf Hossain, Sajia Afrin Ema, Hansuk Sohn

“…A handful of researchers in the Data Science community have successfully implemented various ACO methodologies for rule-based classification. …”
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