Extraction of Medication Names from Twitter Using Augmentation and an Ensemble of Language Models

Autor: Kulev, Igor, Köprü, Berkay, Rodriguez-Esteban, Raul, Saldana, Diego, Huang, Yi, La Torraca, Alessandro, Ozkirimli, Elif

The BioCreative VII Track 3 challenge focused on the identification of medication names in Twitter user timelines. For our submission to this challenge, we expanded the available training data by using several data augmentation techniques. The augmen

Externí odkaz: http://arxiv.org/abs/2111.06664

Neural Network Based Sleep Phases Classification for Resource Constraint Environments

Autor: Köprü, Berkay, Aslan, Murat, Kholmatov, Alisher

Sleep is restoration process of the body. The efficiency of this restoration process is directly correlated to the amount of time spent at each sleep phase. Hence, automatic tracking of sleep via wearable devices has attracted both the researchers an

Externí odkaz: http://arxiv.org/abs/2105.11452

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Multiplicity Estimating Random Access Protocol for Resource Efficiency in Contention based NOMA

Autor: Gürsu, Murat, Köprü, Berkay, Coleri Ergen, Sinem, Kellerer, Wolfgang

Emerging technologies enforce strict requirements on future wireless networks such as massive connectivity that cannot be supported with scheduled access. Contention based Non-Orthogonal Multiple Access is a novel technique to overcome strict massive

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od_______518::087e845738c7f7e617b0ab870b6a556f
https://mediatum.ub.tum.de/1448910

Automatic Extraction of Medication Mentions from Tweets-Overview of the BioCreative VII Shared Task 3 Competition.

Autor: Weissenbacher D; Department of Computational Biomedicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA., O'Connor K; DBEI, The Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA., Rawal S; DBEI, The Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA., Zhang Y; Department of Computer Science and Information Engineering, National Central University, No. 300, Zhongda Rd, Zhongli District, Taoyuan 320, Taiwan., Tsai RT; Department of Computer Science and Information Engineering, National Central University, No. 300, Zhongda Rd, Zhongli District, Taoyuan 320, Taiwan.; IoX Center, National Taiwan University, Da'an District, Section 4, Roosevelt Rd, No. 1, Barry Lam Hall, Taipei 106, Taiwan.; Research Center for Humanities and Social Sciences, Academia Sinica, No. 128, Section 2, Academia Rd, Nangang District, Taipei 115, Taiwan., Miller T; Computational Health Informatics Program, Boston Children's Hospital, Boston, MA, USA.; Department of Pediatrics, Harvard Medical School, Boston, MA, USA., Xu D; Computational Health Informatics Program, Boston Children's Hospital, Boston, MA, USA.; Department of Pediatrics, Harvard Medical School, Boston, MA, USA., Anderson C; NVIDIA, Santa Clara, CA, USA., Liu B; NVIDIA, Santa Clara, CA, USA., Han Q; Department of Statistics, Florida State University, Tallahassee, FL, USA., Zhang J; Department of Statistics, Florida State University, Tallahassee, FL, USA., Kulev I; Data and Analytics Chapter, F. Hoffmann-La Roche Ltd, Switzerland., Köprü B; Data and Analytics Chapter, F. Hoffmann-La Roche Ltd, Switzerland., Rodriguez-Esteban R; Pharmaceutical Research and Early Development, Roche Innovation Center Basel, Switzerland., Ozkirimli E; Data and Analytics Chapter, F. Hoffmann-La Roche Ltd, Switzerland., Ayach A; Speech and Language Technology Lab, DFKI, Berlin, Germany., Roller R; Speech and Language Technology Lab, DFKI, Berlin, Germany., Piccolo S; Department of Biology, Brigham Young University, Provo, UT, USA., Han P; Department of Computational Medicine and Bioinformatics, Medical School, University of Michigan, Ann Arbor, MI, USA., Vydiswaran VGV; Department of Learning Health Sciences, Medical School, University of Michigan, Ann Arbor, MI, USA.; School of Information, University of Michigan, Ann Arbor, MI, USA., Tekumalla R; Department of Computer Science, Georgia State University, Atlanta, GA, USA., Banda JM; Department of Computer Science, Georgia State University, Atlanta, GA, USA., Bagherzadeh P; CLaC Labs, Concordia University, Montreal, Canada., Bergler S; CLaC Labs, Concordia University, Montreal, Canada., Silva JF; DETI, Institute of Electronics and Informatics Engineering of Aveiro, University of Aveiro, Portugal., Almeida T; DETI, Institute of Electronics and Informatics Engineering of Aveiro, University of Aveiro, Portugal.; Department of Computation, University of A Coruña, Spain., Martinez P; Computer Science and Engineering Department, Universidad Carlos III de Madrid, Madrid, Spain., Rivera-Zavala R; Computer Science and Engineering Department, Universidad Carlos III de Madrid, Madrid, Spain., Wang CK; Big Data Laboratory, Chunghwa Telecom Laboratories, Taoyuan, Taiwan.; Department of Computer Science, National Yang Ming Chiao Tung University, Hsinchu, Taiwan., Dai HJ; Department of Electrical Engineering, College of Electrical Engineering and Computer Science, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan., Alberto Robles Hernandez L; Department of Computer Science, Georgia State University, Atlanta, GA, USA., Gonzalez-Hernandez G; Department of Computational Biomedicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA.

Publikováno v: Database : the journal of biological databases and curation [Database (Oxford)] 2023 Feb 03; Vol. 2023.