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Tytuł :
From the Laboratory to the Field: IMU-Based Shot and Pass Detection in Football Training and Game Scenarios Using Deep Learning.
Autorzy :
Stoeve M; Machine Learning and Data Analytics Lab, Department of Artificial Intelligence in Biomedical Engineering (AIBE), Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91052 Erlangen, Germany.
Schuldhaus D; Adidas AG, 91074 Herzogenaurach, Germany.
Gamp A; Adidas AG, 91074 Herzogenaurach, Germany.
Zwick C; Adidas AG, 91074 Herzogenaurach, Germany.
Eskofier BM; Machine Learning and Data Analytics Lab, Department of Artificial Intelligence in Biomedical Engineering (AIBE), Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91052 Erlangen, Germany.
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Źródło :
Sensors (Basel, Switzerland) [Sensors (Basel)] 2021 Apr 28; Vol. 21 (9). Date of Electronic Publication: 2021 Apr 28.
Typ publikacji :
Journal Article
MeSH Terms :
Deep Learning*
Football*
Humans ; Laboratories ; Machine Learning ; Neural Networks, Computer
Czasopismo naukowe
Tytuł :
Contextual attributes to promote positive social interdependence in problem-based learning: a focus group study.
Autorzy :
Shimizu I; Center for Medical Education and Clinical Training, Shinshu University, 3-1-1 Asahi, Matsumoto, 3908621, Japan. .
Matsuyama Y; Medical Education Centre, Jichi Medical University, 3311-1 Yakushiji, Shimotsuke-shi, Tochigi, Japan.
Duvivier R; Center for Educational Development and Research in Health Sciences (CEDAR), University Medical Center Groningen, Antonius Deusinglaan 1, 9713 AV, Groningen, The Netherlands.
van der Vleuten C; Department of Educational Development and Research, Faculty of Health, Medicine and Life Sciences, Maastricht University, Universiteitssingel 60, 6229 ER, Maastricht, The Netherlands.
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Źródło :
BMC medical education [BMC Med Educ] 2021 Apr 21; Vol. 21 (1), pp. 222. Date of Electronic Publication: 2021 Apr 21.
Typ publikacji :
Journal Article
MeSH Terms :
Interdisciplinary Placement*
Problem-Based Learning*
Students, Medical/*psychology
Adult ; Curriculum ; Female ; Focus Groups ; Humans ; Learning ; Male ; Qualitative Research
Czasopismo naukowe
Tytuł :
A Review of Recent Deep Learning Approaches in Human-Centered Machine Learning.
Autorzy :
Kaluarachchi T; Augmented Human Lab, Auckland Bioengineering Institue, The University of Auckland, 70 Symonds Street, Grafton, Auckland 1010, New Zealand.
Reis A; Augmented Human Lab, Auckland Bioengineering Institue, The University of Auckland, 70 Symonds Street, Grafton, Auckland 1010, New Zealand.
Nanayakkara S; Augmented Human Lab, Auckland Bioengineering Institue, The University of Auckland, 70 Symonds Street, Grafton, Auckland 1010, New Zealand.
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Źródło :
Sensors (Basel, Switzerland) [Sensors (Basel)] 2021 Apr 03; Vol. 21 (7). Date of Electronic Publication: 2021 Apr 03.
Typ publikacji :
Journal Article; Review; Systematic Review
MeSH Terms :
Artificial Intelligence*
Deep Learning*
Algorithms ; Humans ; Machine Learning
Czasopismo naukowe
Tytuł :
Gamma rhythm communication between entorhinal cortex and dentate gyrus neuronal assemblies.
Autorzy :
Fernández-Ruiz A; New York University Neuroscience Institute, New York University, New York, NY 10016, USA. .
Oliva A; New York University Neuroscience Institute, New York University, New York, NY 10016, USA.; Department of Neuroscience, Zuckerman Mind Brain Behavior Institute, Columbia University, New York, NY 10027, USA.
Soula M; New York University Neuroscience Institute, New York University, New York, NY 10016, USA.
Rocha-Almeida F; New York University Neuroscience Institute, New York University, New York, NY 10016, USA.; Division of Neurosciences, University Pablo de Olavide, 41013 Seville, Spain.
Nagy GA; New York University Neuroscience Institute, New York University, New York, NY 10016, USA.; Institute of Experimental Medicine, Hungarian Academy of Sciences, H-1083 Budapest, Szigony utca 43, Hungary.; János Szentágothai Doctoral School of Neurosciences, Semmelweis University, H-1085 Budapest, Üllői út 26, Hungary.
Martin-Vazquez G; Department of Theoretical Physics, Complutense University, 28040 Madrid, Spain.; School of Experimental Sciences, University Francisco de Vitoria, 28223 Pozuelo de Alarcón, Madrid, Spain.
Buzsáki G; New York University Neuroscience Institute, New York University, New York, NY 10016, USA. .; Center for Neural Science, New York University, New York, NY 10016, USA.
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Źródło :
Science (New York, N.Y.) [Science] 2021 Apr 02; Vol. 372 (6537).
Typ publikacji :
Journal Article; Research Support, N.I.H., Extramural; Research Support, U.S. Gov't, Non-P.H.S.
MeSH Terms :
Gamma Rhythm*
Learning*
Spatial Learning*
Dentate Gyrus/*physiology
Entorhinal Cortex/*physiology
Neurons/*physiology
Action Potentials ; Animals ; Male ; Maze Learning ; Mental Recall ; Neural Pathways/physiology ; Optogenetics ; Pyramidal Cells/physiology ; Rats ; Rats, Long-Evans ; Spatial Navigation
Czasopismo naukowe
Tytuł :
Deep Learning for Novel Antimicrobial Peptide Design.
Autorzy :
Wang C; UCL School of Pharmacy, University College London, London WC1N 1AX, UK.
Garlick S; Department of Computer Science, The University of Manchester, Manchester M13 9PL, UK.
Zloh M; UCL School of Pharmacy, University College London, London WC1N 1AX, UK.; Faculty of Pharmacy, University Business Academy in Novi Sad, 21000 Novi Sad, Serbia.
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Źródło :
Biomolecules [Biomolecules] 2021 Mar 22; Vol. 11 (3). Date of Electronic Publication: 2021 Mar 22.
Typ publikacji :
Journal Article
MeSH Terms :
Deep Learning*
Escherichia coli/*drug effects
Pore Forming Cytotoxic Proteins/*chemistry
Amino Acid Sequence ; Area Under Curve ; Bayes Theorem ; Machine Learning ; Molecular Conformation ; Pore Forming Cytotoxic Proteins/pharmacology ; Protein Conformation, alpha-Helical ; ROC Curve
Czasopismo naukowe
Tytuł :
Modular deep reinforcement learning from reward and punishment for robot navigation.
Autorzy :
Wang J; Department of Brain Robot Interface, ATR Computational Neuroscience Laboratories, 2-2-2 Hikaridai, Seikacho, Soraku-gun, Kyoto 619-0288, Japan. Electronic address: .
Elfwing S; ContextVision AB, Storgatan 24, 582 23 Linkoping, Sweden. Electronic address: .
Uchibe E; Department of Brain Robot Interface, ATR Computational Neuroscience Laboratories, 2-2-2 Hikaridai, Seikacho, Soraku-gun, Kyoto 619-0288, Japan. Electronic address: .
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Źródło :
Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2021 Mar; Vol. 135, pp. 115-126. Date of Electronic Publication: 2020 Dec 08.
Typ publikacji :
Journal Article
MeSH Terms :
Deep Learning*
Punishment*
Reinforcement, Psychology*
Reward*
Robotics/*methods
Animals ; Computer Simulation ; Maze Learning/physiology ; Motivation/physiology
Czasopismo naukowe
Tytuł :
On collaborative reinforcement learning to optimize the redistribution of critical medical supplies throughout the COVID-19 pandemic.
Autorzy :
Bednarski BP; Department of Electrical and Computer Engineering, University of California, Los Angeles, Los Angeles, California, USA.
Singh AD; Department of Electrical and Computer Engineering, University of California, Los Angeles, Los Angeles, California, USA.
Jones WM; School of Medicine, University of California, Irvine, Irvine, California, USA.
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Źródło :
Journal of the American Medical Informatics Association : JAMIA [J Am Med Inform Assoc] 2021 Mar 18; Vol. 28 (4), pp. 874-878.
Typ publikacji :
Journal Article
MeSH Terms :
Algorithms*
COVID-19*
Machine Learning*
Public Health Administration*
Equipment and Supplies/*supply & distribution
Resource Allocation/*organization & administration
Deep Learning ; Pandemics ; Resource Allocation/methods
Czasopismo naukowe
Tytuł :
Continuous developmental change explains discontinuities in word learning.
Autorzy :
Fourtassi A; Department of Psychology, Stanford University, Stanford, CA, USA.
Regan S; Department of Psychology, Stanford University, Stanford, CA, USA.
Frank MC; Department of Psychology, Stanford University, Stanford, CA, USA.
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Źródło :
Developmental science [Dev Sci] 2021 Mar; Vol. 24 (2), pp. e13018. Date of Electronic Publication: 2020 Aug 27.
Typ publikacji :
Journal Article; Research Support, Non-U.S. Gov't
MeSH Terms :
Phonetics*
Verbal Learning*
Adult ; Child, Preschool ; Cognition ; Humans ; Knowledge ; Language Development ; Learning
Czasopismo naukowe
Tytuł :
Evaluation of different boosting ensemble machine learning models and novel deep learning and boosting framework for head-cut gully erosion susceptibility.
Autorzy :
Chen W; College of Geology & Environment, Xi'an University of Science and Technology, Xi'an, 710054, Shaanxi, China; Key Laboratory of Coal Resources Exploration and Comprehensive Utilization, Ministry of Natural Resources, Xi'an, 710021, China. Electronic address: .
Lei X; College of Geology & Environment, Xi'an University of Science and Technology, Xi'an, 710054, Shaanxi, China. Electronic address: .
Chakrabortty R; Department of Geography, The University of Burdwan, West Bengal, India. Electronic address: .
Chandra Pal S; Department of Geography, The University of Burdwan, West Bengal, India. Electronic address: .
Sahana M; Research Associate, School of Environment, Education & Development, University of Manchester, UK. Electronic address: .
Janizadeh S; Department of Watershed Management Engineering and Sciences, Faculty in Natural Resources and Marine Science, Tarbiat Modares University, Tehran, 14115-111, Iran. Electronic address: .
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Źródło :
Journal of environmental management [J Environ Manage] 2021 Apr 15; Vol. 284, pp. 112015. Date of Electronic Publication: 2021 Jan 28.
Typ publikacji :
Journal Article
MeSH Terms :
Conservation of Natural Resources*
Deep Learning*
Humans ; Iran ; Machine Learning ; Soil
Czasopismo naukowe
Tytuł :
A Deep Learning Approach for Table Tennis Forehand Stroke Evaluation System Using an IMU Sensor.
Autorzy :
Tabrizi SS; Department of Computer Engineering, Faculty of Electrical and Computer Engineering, University of Tabriz, Tabriz 5166616471, Iran.
Pashazadeh S; Department of Information Technology, Faculty of Electrical and Computer Engineering, University of Tabriz, Tabriz 5166616471, Iran.
Javani V; Department of Sport Management, Faculty of Physical Education & Sport Sciences, University of Tabriz, Tabriz 5166616471, Iran.
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Źródło :
Computational intelligence and neuroscience [Comput Intell Neurosci] 2021 Apr 09; Vol. 2021, pp. 5584756. Date of Electronic Publication: 2021 Apr 09 (Print Publication: 2021).
Typ publikacji :
Journal Article
MeSH Terms :
Deep Learning*
Tennis/*psychology
Aged ; Algorithms ; Arm/physiology ; Biomechanical Phenomena ; Computer Simulation ; Female ; Humans ; Learning ; Male ; Middle Aged ; Motor Skills ; Nonlinear Dynamics ; Regression Analysis
Czasopismo naukowe
Tytuł :
Machine Learning-Based Automatic Rating for Cardinal Symptoms of Parkinson Disease.
Autorzy :
Park KW; From the Departments of Neurology (K.W.P., E.-J.L., S.J., M.J., J.Y.D., D.-W.K., S.J.C.) and Convergence Medicine (J.S.L., J.J., J.-G.L.), Asan Medical Center, University of Ulsan College of Medicine, Seoul; Electronics and Telecommunications Research Institute (J.S.L.), Gwangju; Promedius Inc (J.J.), Seoul; and Department of Neurology (N.C.), Heavenly Hospital, Goyang, Korea.
Lee EJ; From the Departments of Neurology (K.W.P., E.-J.L., S.J., M.J., J.Y.D., D.-W.K., S.J.C.) and Convergence Medicine (J.S.L., J.J., J.-G.L.), Asan Medical Center, University of Ulsan College of Medicine, Seoul; Electronics and Telecommunications Research Institute (J.S.L.), Gwangju; Promedius Inc (J.J.), Seoul; and Department of Neurology (N.C.), Heavenly Hospital, Goyang, Korea.
Lee JS; From the Departments of Neurology (K.W.P., E.-J.L., S.J., M.J., J.Y.D., D.-W.K., S.J.C.) and Convergence Medicine (J.S.L., J.J., J.-G.L.), Asan Medical Center, University of Ulsan College of Medicine, Seoul; Electronics and Telecommunications Research Institute (J.S.L.), Gwangju; Promedius Inc (J.J.), Seoul; and Department of Neurology (N.C.), Heavenly Hospital, Goyang, Korea.
Jeong J; From the Departments of Neurology (K.W.P., E.-J.L., S.J., M.J., J.Y.D., D.-W.K., S.J.C.) and Convergence Medicine (J.S.L., J.J., J.-G.L.), Asan Medical Center, University of Ulsan College of Medicine, Seoul; Electronics and Telecommunications Research Institute (J.S.L.), Gwangju; Promedius Inc (J.J.), Seoul; and Department of Neurology (N.C.), Heavenly Hospital, Goyang, Korea.
Choi N; From the Departments of Neurology (K.W.P., E.-J.L., S.J., M.J., J.Y.D., D.-W.K., S.J.C.) and Convergence Medicine (J.S.L., J.J., J.-G.L.), Asan Medical Center, University of Ulsan College of Medicine, Seoul; Electronics and Telecommunications Research Institute (J.S.L.), Gwangju; Promedius Inc (J.J.), Seoul; and Department of Neurology (N.C.), Heavenly Hospital, Goyang, Korea.
Jo S; From the Departments of Neurology (K.W.P., E.-J.L., S.J., M.J., J.Y.D., D.-W.K., S.J.C.) and Convergence Medicine (J.S.L., J.J., J.-G.L.), Asan Medical Center, University of Ulsan College of Medicine, Seoul; Electronics and Telecommunications Research Institute (J.S.L.), Gwangju; Promedius Inc (J.J.), Seoul; and Department of Neurology (N.C.), Heavenly Hospital, Goyang, Korea.
Jung M; From the Departments of Neurology (K.W.P., E.-J.L., S.J., M.J., J.Y.D., D.-W.K., S.J.C.) and Convergence Medicine (J.S.L., J.J., J.-G.L.), Asan Medical Center, University of Ulsan College of Medicine, Seoul; Electronics and Telecommunications Research Institute (J.S.L.), Gwangju; Promedius Inc (J.J.), Seoul; and Department of Neurology (N.C.), Heavenly Hospital, Goyang, Korea.
Do JY; From the Departments of Neurology (K.W.P., E.-J.L., S.J., M.J., J.Y.D., D.-W.K., S.J.C.) and Convergence Medicine (J.S.L., J.J., J.-G.L.), Asan Medical Center, University of Ulsan College of Medicine, Seoul; Electronics and Telecommunications Research Institute (J.S.L.), Gwangju; Promedius Inc (J.J.), Seoul; and Department of Neurology (N.C.), Heavenly Hospital, Goyang, Korea.
Kang DW; From the Departments of Neurology (K.W.P., E.-J.L., S.J., M.J., J.Y.D., D.-W.K., S.J.C.) and Convergence Medicine (J.S.L., J.J., J.-G.L.), Asan Medical Center, University of Ulsan College of Medicine, Seoul; Electronics and Telecommunications Research Institute (J.S.L.), Gwangju; Promedius Inc (J.J.), Seoul; and Department of Neurology (N.C.), Heavenly Hospital, Goyang, Korea.
Lee JG; From the Departments of Neurology (K.W.P., E.-J.L., S.J., M.J., J.Y.D., D.-W.K., S.J.C.) and Convergence Medicine (J.S.L., J.J., J.-G.L.), Asan Medical Center, University of Ulsan College of Medicine, Seoul; Electronics and Telecommunications Research Institute (J.S.L.), Gwangju; Promedius Inc (J.J.), Seoul; and Department of Neurology (N.C.), Heavenly Hospital, Goyang, Korea.
Chung SJ; From the Departments of Neurology (K.W.P., E.-J.L., S.J., M.J., J.Y.D., D.-W.K., S.J.C.) and Convergence Medicine (J.S.L., J.J., J.-G.L.), Asan Medical Center, University of Ulsan College of Medicine, Seoul; Electronics and Telecommunications Research Institute (J.S.L.), Gwangju; Promedius Inc (J.J.), Seoul; and Department of Neurology (N.C.), Heavenly Hospital, Goyang, Korea. .
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Źródło :
Neurology [Neurology] 2021 Mar 30; Vol. 96 (13), pp. e1761-e1769. Date of Electronic Publication: 2021 Feb 10.
Typ publikacji :
Journal Article; Research Support, Non-U.S. Gov't; Video-Audio Media
MeSH Terms :
Deep Learning*
Video Recording*
Hypokinesia/*physiopathology
Parkinson Disease/*physiopathology
Tremor/*physiopathology
Aged ; Automation ; Diagnosis, Computer-Assisted ; Female ; Humans ; Hypokinesia/diagnosis ; Machine Learning ; Male ; Middle Aged ; Parkinson Disease/diagnosis ; Severity of Illness Index ; Support Vector Machine ; Tremor/diagnosis
Czasopismo naukowe
Tytuł :
Multi-Drug Featurization and Deep Learning Improve Patient-Specific Predictions of Adverse Events.
Autorzy :
Anastopoulos IN; Biomolecular Engineering, University of California, Santa Cruz, CA 95064, USA.; Coral Genomics, Inc., 953 Indiana St., San Francisco, CA 94107, USA.
Herczeg CK; Coral Genomics, Inc., 953 Indiana St., San Francisco, CA 94107, USA.
Davis KN; Coral Genomics, Inc., 953 Indiana St., San Francisco, CA 94107, USA.
Dixit AC; Coral Genomics, Inc., 953 Indiana St., San Francisco, CA 94107, USA.
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Źródło :
International journal of environmental research and public health [Int J Environ Res Public Health] 2021 Mar 05; Vol. 18 (5). Date of Electronic Publication: 2021 Mar 05.
Typ publikacji :
Journal Article; Research Support, N.I.H., Extramural; Research Support, Non-U.S. Gov't
MeSH Terms :
Deep Learning*
Drug-Related Side Effects and Adverse Reactions*/epidemiology
Pharmaceutical Preparations*
Databases, Factual ; Humans ; Machine Learning
Czasopismo naukowe
Tytuł :
InstantDL: an easy-to-use deep learning pipeline for image segmentation and classification.
Autorzy :
Waibel DJE; Institute of Computational Biology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany.; School of Life Sciences, Technical University of Munich, Weihenstephan, Germany.
Shetab Boushehri S; Institute of Computational Biology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany.; School of Life Sciences, Technical University of Munich, Weihenstephan, Germany.; Roche Innovation Center Munich, Roche Diagnostics GmbH, Penzberg, Germany.
Marr C; Institute of Computational Biology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany. .
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Źródło :
BMC bioinformatics [BMC Bioinformatics] 2021 Mar 02; Vol. 22 (1), pp. 103. Date of Electronic Publication: 2021 Mar 02.
Typ publikacji :
Journal Article
MeSH Terms :
Deep Learning*
Image Processing, Computer-Assisted*
Algorithms ; Machine Learning ; Neural Networks, Computer
Czasopismo naukowe
Tytuł :
Bionoi: A Voronoi Diagram-Based Representation of Ligand-Binding Sites in Proteins for Machine Learning Applications.
Autorzy :
Feinstein J; Center for Computation and Technology, Louisiana State University, Baton Rouge, LA, USA.
Shi W; Division of Electrical and Computer Engineering, Louisiana State University, Baton Rouge, LA, USA.
Ramanujam J; Center for Computation and Technology, Louisiana State University, Baton Rouge, LA, USA.; Division of Electrical and Computer Engineering, Louisiana State University, Baton Rouge, LA, USA.
Brylinski M; Center for Computation and Technology, Louisiana State University, Baton Rouge, LA, USA. .; Department of Biological Sciences, Louisiana State University, Baton Rouge, LA, USA. .
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Źródło :
Methods in molecular biology (Clifton, N.J.) [Methods Mol Biol] 2021; Vol. 2266, pp. 299-312.
Typ publikacji :
Journal Article; Research Support, N.I.H., Extramural; Research Support, Non-U.S. Gov't; Research Support, U.S. Gov't, Non-P.H.S.
MeSH Terms :
Machine Learning*
Neural Networks, Computer*
Software*
Drug Discovery/*methods
Proteins/*chemistry
Binding Sites ; Databases, Chemical ; Deep Learning ; Histidine Kinase/chemistry ; Ligands
Czasopismo naukowe
Tytuł :
Deep-learned spike representations and sorting via an ensemble of auto-encoders.
Autorzy :
Eom J; School of Electrical and Electronic Engineering, Yonsei University, Seoul 03722, Republic of Korea. Electronic address: .
Park IY; School of Electrical and Electronic Engineering, Yonsei University, Seoul 03722, Republic of Korea. Electronic address: .
Kim S; School of Electrical and Electronic Engineering, Yonsei University, Seoul 03722, Republic of Korea. Electronic address: .
Jang H; School of Electrical and Electronic Engineering, Yonsei University, Seoul 03722, Republic of Korea. Electronic address: .
Park S; Department of Medical Science, College of Medicine, Catholic Kwandong University, Gangneung 25601, Republic of Korea; Translational Brain Research Center, Catholic Kwandong University, International St. Mary's Hospital, Incheon 22711, Republic of Korea; Department of Neuroscience, University of Science and Technology, Daejeon, 34113, Republic of Korea; Center for Neuroscience, Korea Institute of Science and Technology, Seoul 02792, Republic of Korea. Electronic address: .
Huh Y; Department of Medical Science, College of Medicine, Catholic Kwandong University, Gangneung 25601, Republic of Korea; Translational Brain Research Center, Catholic Kwandong University, International St. Mary's Hospital, Incheon 22711, Republic of Korea. Electronic address: .
Hwang D; School of Electrical and Electronic Engineering, Yonsei University, Seoul 03722, Republic of Korea. Electronic address: .
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Źródło :
Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2021 Feb; Vol. 134, pp. 131-142. Date of Electronic Publication: 2020 Nov 27.
Typ publikacji :
Journal Article
MeSH Terms :
Algorithms*
Deep Learning*
Signal Processing, Computer-Assisted*
Action Potentials/physiology ; Databases, Factual/statistics & numerical data ; Machine Learning ; Neurons/physiology
Czasopismo naukowe
Tytuł :
A rise in prediction error increases attention to irrelevant cues.
Autorzy :
Torrents-Rodas D; Faculty of Psychology, Philipps-Universität Marburg, Marburg, Germany. Electronic address: .
Koenig S; Faculty of Psychology, Philipps-Universität Marburg, Marburg, Germany; Faculty of Psychology, Universität Koblenz-Landau, Landau, Germany.
Uengoer M; Faculty of Psychology, Philipps-Universität Marburg, Marburg, Germany.
Lachnit H; Faculty of Psychology, Philipps-Universität Marburg, Marburg, Germany.
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Źródło :
Biological psychology [Biol Psychol] 2021 Feb; Vol. 159, pp. 108007. Date of Electronic Publication: 2020 Dec 13.
Typ publikacji :
Journal Article; Research Support, Non-U.S. Gov't
MeSH Terms :
Association Learning*
Cues*
Conditioning, Classical ; Fixation, Ocular ; Humans ; Learning
Czasopismo naukowe
Tytuł :
A Machine Learning Approach to Diagnosing Lung and Colon Cancer Using a Deep Learning-Based Classification Framework .
Autorzy :
Masud M; Department of Computer Science, College of Computers and Information Technology, Taif University, P.O. Box 11099, Taif 21944, Saudi Arabia.
Sikder N; Computer Science and Engineering Discipline, Khulna University, Khulna 9208, Bangladesh.
Nahid AA; Electronics and Communication Engineering Discipline, Khulna University, Khulna 9208, Bangladesh.
Bairagi AK; Computer Science and Engineering Discipline, Khulna University, Khulna 9208, Bangladesh.
AlZain MA; Department of Information Technology, College of Computers and Information Technology, Taif University, P.O. Box 11099, Taif 21944, Saudi Arabia.
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Źródło :
Sensors (Basel, Switzerland) [Sensors (Basel)] 2021 Jan 22; Vol. 21 (3). Date of Electronic Publication: 2021 Jan 22.
Typ publikacji :
Journal Article
MeSH Terms :
Colonic Neoplasms*/diagnosis
Deep Learning*
Lung Neoplasms/*diagnosis
Artificial Intelligence ; Humans ; Lung ; Machine Learning
Czasopismo naukowe
Tytuł :
Designing individual-specific and trial-specific models to accurately predict the intensity of nociceptive pain from single-trial fMRI responses.
Autorzy :
Lin Q; School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, Guangdong 518060, China; Guangdong Provincial Key Laboratory of Biomedical Measurements and Ultrasound Imaging, Shenzhen, Guangdong 518060, China; Department of Brain Functioning Research, The Seventh Hospital of Hangzhou, 305 Tianmushan Road, Hangzhou, Zhejiang, China.
Huang G; School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, Guangdong 518060, China; Guangdong Provincial Key Laboratory of Biomedical Measurements and Ultrasound Imaging, Shenzhen, Guangdong 518060, China.
Li L; School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, Guangdong 518060, China; Guangdong Provincial Key Laboratory of Biomedical Measurements and Ultrasound Imaging, Shenzhen, Guangdong 518060, China.
Zhang L; School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, Guangdong 518060, China; Guangdong Provincial Key Laboratory of Biomedical Measurements and Ultrasound Imaging, Shenzhen, Guangdong 518060, China.
Liang Z; School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, Guangdong 518060, China; Guangdong Provincial Key Laboratory of Biomedical Measurements and Ultrasound Imaging, Shenzhen, Guangdong 518060, China.
Anter AM; School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, Guangdong 518060, China; Guangdong Provincial Key Laboratory of Biomedical Measurements and Ultrasound Imaging, Shenzhen, Guangdong 518060, China.
Zhang Z; School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, Guangdong 518060, China; Guangdong Provincial Key Laboratory of Biomedical Measurements and Ultrasound Imaging, Shenzhen, Guangdong 518060, China; Peng Cheng Laboratory, Shenzhen, Guangdong 518055, China. Electronic address: .
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Źródło :
NeuroImage [Neuroimage] 2021 Jan 15; Vol. 225, pp. 117506. Date of Electronic Publication: 2020 Oct 27.
Typ publikacji :
Journal Article; Research Support, Non-U.S. Gov't
MeSH Terms :
Supervised Machine Learning*
Brain/*diagnostic imaging
Nociceptive Pain/*diagnostic imaging
Adult ; Cluster Analysis ; Female ; Functional Neuroimaging ; Humans ; Least-Squares Analysis ; Machine Learning ; Magnetic Resonance Imaging ; Male ; Nociceptive Pain/physiopathology ; Pain Measurement ; Young Adult
Czasopismo naukowe
Tytuł :
What machine learning can do for developmental biology.
Autorzy :
Villoutreix P; LIS (UMR 7020), IBDM (UMR 7288), Turing Center For Living Systems, Aix-Marseille University, 13009, Marseille, France .
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Źródło :
Development (Cambridge, England) [Development] 2021 Jan 10; Vol. 148 (1). Date of Electronic Publication: 2021 Jan 10.
Typ publikacji :
Journal Article; Research Support, Non-U.S. Gov't
MeSH Terms :
Developmental Biology*
Machine Learning*
Deep Learning ; Image Processing, Computer-Assisted ; Single-Cell Analysis
Czasopismo naukowe
Tytuł :
Overcoming Interpretability in Deep Learning Cancer Classification.
Autorzy :
Teo YYA; Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.
Danilevsky A; Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.
Shomron N; Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel. .
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Źródło :
Methods in molecular biology (Clifton, N.J.) [Methods Mol Biol] 2021; Vol. 2243, pp. 297-309.
Typ publikacji :
Journal Article
MeSH Terms :
Deep Learning*
Genomics/*methods
Neoplasms/*genetics
Humans ; Machine Learning ; Neural Networks, Computer
Czasopismo naukowe

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