The machine learning algorithm based on decision tree optimization for pattern recognition in track and field sports.

Autors: Cui G; College of Physical Education, Shandong Sport University, Rizhao, China., Wang C; College of Physical Education, Shandong Sport University, Rizhao, China.

Font: PloS one [PLoS One] 2025 Feb 13; Vol. 20 (2), pp. e0317414. Date of Electronic Publication: 2025 Feb 13 (Print Publication: 2025).

Tipologia de la publicació: Comparative Study; Journal Article

Informació de la publicació: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

Terms MeSH: Track and Field*/physiology , Machine Learning* , Pattern Recognition, Automated*/methods , Random Forest*, Humans ; Running/physiology ; Computer Simulation ; Biomechanical Phenomena/physiology ; Athletes ; Convolutional Neural Networks ; Support Vector Machine

Modulation pattern recognition method of wireless communication automatic system based on IABLN algorithm in intelligent system.

Autors: Xie T; Railway Department, Hohhot Vocational College, Hohhot, China., Han X; School of Resources and Environment, Inner Mongolia University of Technology, Hohhot, China.

Font: PloS one [PLoS One] 2025 Jan 13; Vol. 20 (1), pp. e0317355. Date of Electronic Publication: 2025 Jan 13 (Print Publication: 2025).

Tipologia de la publicació: Journal Article

Informació de la publicació: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

Terms MeSH: Algorithms* , Wireless Technology*/instrumentation , Pattern Recognition, Automated*/methods, Neural Networks, Computer ; Machine Learning ; Humans ; Signal-To-Noise Ratio ; Signal Processing, Computer-Assisted

OM-VST: A video action recognition model based on optimized downsampling module combined with multi-scale feature fusion.

Autors: Geng X; Changchun Institute of Technology, Changchun, Jilin, China., Chen C; Jilin Institute of Chemical Technology, Jilin, Jilin, China., Yu P; Changchun Institute of Technology, Changchun, Jilin, China., Liu B; Jilin Institute of Chemical Technology, Jilin, Jilin, China., Hu W; Changchun Institute of Technology, Changchun, Jilin, China., Liang Q; Changchun Institute of Technology, Changchun, Jilin, China., Zhang X; Jilin University of Finance and Economics, Changchun, Jilin, China.

Font: PloS one [PLoS One] 2025 Mar 06; Vol. 20 (3), pp. e0318884. Date of Electronic Publication: 2025 Mar 06 (Print Publication: 2025).

Tipologia de la publicació: Journal Article

Informació de la publicació: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

Terms MeSH: Video Recording*/methods, Algorithms ; Humans ; Pattern Recognition, Automated/methods ; Image Processing, Computer-Assisted/methods ; Models, Theoretical

KDGene: knowledge graph completion for disease gene prediction using interactional tensor decomposition.

Autors: Wang X, Yang K, Jia T, Gu F, Wang C, Xu K, Shu Z, Xia J, Zhu Q, Zhou X

Font: Briefings in bioinformatics [Brief Bioinform] 2024 Mar 27; Vol. 25 (3).

Tipologia de la publicació: Journal Article

Informació de la publicació: Publisher: Oxford University Press Country of Publication: England NLM ID: 100912837 Publication Model: Print Cited Medium: Internet ISSN: 1477-4054 (Electronic) Linking ISSN: 14675463 NLM ISO Abbreviation: Brief Bioinform Subsets: MEDLINE

Terms MeSH: Pattern Recognition, Automated* , Biological Science Disciplines*, Algorithms ; Machine Learning ; Semantics

KGSCS-a smart care system for elderly with geriatric chronic diseases: a knowledge graph approach.

Autors: Li A; School of Management Science and Engineering, Central University of Finance and Economics, Beijing, 100080, China. aihuali@cufe.edu.cn., Han C; School of Management Science and Engineering, Central University of Finance and Economics, Beijing, 100080, China., Xing X; Beijing Academy of Science and Technology, Research Institute for Smart Aging, Beijing, 100050, China., Wei Q; School of Management Science and Engineering, Central University of Finance and Economics, Beijing, 100080, China., Chi Y; School of Management Science and Engineering, Central University of Finance and Economics, Beijing, 100080, China., Pu F; Beijing Academy of Science and Technology, Research Institute for Smart Aging, Beijing, 100050, China.

Font: BMC medical informatics and decision making [BMC Med Inform Decis Mak] 2024 Mar 12; Vol. 24 (1), pp. 73. Date of Electronic Publication: 2024 Mar 12.

Tipologia de la publicació: Journal Article

Informació de la publicació: Publisher: BioMed Central Country of Publication: England NLM ID: 101088682 Publication Model: Electronic Cited Medium: Internet ISSN: 1472-6947 (Electronic) Linking ISSN: 14726947 NLM ISO Abbreviation: BMC Med Inform Decis Mak Subsets: MEDLINE

Terms MeSH: Pattern Recognition, Automated* , Aging*, Humans ; Aged ; Caregivers

A novel Multi-Level Refined (MLR) knowledge graph design and chatbot system for healthcare applications.

Autors: Hsueh HC; Department of Pharmacy, Taipei Veterans General Hospital, Taipei, Taiwan.; Department of Artificial Intelligence in Medicine, Professional Master Program, Taipei Medical University, Taipei, Taiwan., Chien SC; Graduate Institute of Biomedical Informatics, Taipei Medical University, Taipei, Taiwan., Huang CW; International Research Center for Health Information Technology, School of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan., Yang HC; Graduate Institute of Biomedical Informatics, Taipei Medical University, Taipei, Taiwan.; International Research Center for Health Information Technology, School of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan., Iqbal U; Department of Health, Health ICT, Tasmania, Australia.; Global Health and Health Security Department, College of Public Health, Taipei Medical University, Taipei, Taiwan., Lin LF; School of Gerontology & Long-Term Care, Taipei Medical University, Taipei, Taiwan.; Department of Physical Medicine and Rehabilitation, Shuang Ho Hospital, Taipei Medical University, New Taipei, Taiwan., Jian WS; Department of Artificial Intelligence in Medicine, Professional Master Program, Taipei Medical University, Taipei, Taiwan.; School of Gerontology & Long-Term Care, Taipei Medical University, Taipei, Taiwan.; Graduate Institute of Data Science, Taipei Medical University, Taipei, Taiwan.; School of Health Care Administration, Taipei Medical University, Taipei, Taiwan.

Font: PloS one [PLoS One] 2024 Jan 31; Vol. 19 (1), pp. e0296939. Date of Electronic Publication: 2024 Jan 31 (Print Publication: 2024).

Tipologia de la publicació: Journal Article

Informació de la publicació: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

Terms MeSH: Pattern Recognition, Automated* , Distillation*, Humans ; Databases, Factual ; Health Facilities ; Delivery of Health Care

KGE-UNIT: toward the unification of molecular interactions prediction based on knowledge graph and multi-task learning on drug discovery.

Autors: Zhang C; Department of Computer Science, Harbin Institute of Technology, Harbin, 150001, China., Zang T; Department of Computer Science, Harbin Institute of Technology, Harbin, 150001, China., Zhao T; School of Medicine and Health, Harbin Institute of Technology, Harbin, 150001, China.

Font: Briefings in bioinformatics [Brief Bioinform] 2024 Jan 22; Vol. 25 (2).

Tipologia de la publicació: Journal Article; Research Support, Non-U.S. Gov't

Informació de la publicació: Publisher: Oxford University Press Country of Publication: England NLM ID: 100912837 Publication Model: Print Cited Medium: Internet ISSN: 1477-4054 (Electronic) Linking ISSN: 14675463 NLM ISO Abbreviation: Brief Bioinform Subsets: MEDLINE

Terms MeSH: Pattern Recognition, Automated* , Learning*, Drug Discovery ; Area Under Curve ; Neural Networks, Computer ; Drug Interactions

Advancing drug-target interaction prediction: a comprehensive graph-based approach integrating knowledge graph embedding and ProtBert pretraining.

Autors: Djeddi WE; LR11ES14, Faculty of Sciences of Tunis, University of Tunis El Manar, Campus Universitaire, 2092, Tunis, Tunisia. waritheddine.jeddi@isikef.u-jendouba.tn.; High Institute of Informatics in Kef, University of Jendouba, Saleh Ayech, 8189, Jendouba, Tunisia. waritheddine.jeddi@isikef.u-jendouba.tn., Hermi K; High Institute of Informatics in Kef, University of Jendouba, Saleh Ayech, 8189, Jendouba, Tunisia., Ben Yahia S; Department of Software Science, Tallinn University of Technology, Ehitajate tee-5, 12618, Tallinn, Estonia.; The Maersk Mc-Kinney Moller Institute, Southern Syddansk Universitet, Alsion 2, 6400, Sønderborg, Denmark., Diallo G; Bordeaux Population Health Inserm 1219, University of Bordeaux, rue Léo Saignat, 33000, Bordeaux, France.

Font: BMC bioinformatics [BMC Bioinformatics] 2023 Dec 19; Vol. 24 (1), pp. 488. Date of Electronic Publication: 2023 Dec 19.

Tipologia de la publicació: Journal Article

Informació de la publicació: Publisher: BioMed Central Country of Publication: England NLM ID: 100965194 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2105 (Electronic) Linking ISSN: 14712105 NLM ISO Abbreviation: BMC Bioinformatics Subsets: MEDLINE

Terms MeSH: Pattern Recognition, Automated* , Drug Development*/methods, Proteins/chemistry ; Algorithms ; Knowledge Bases ; Drug Interactions

Chinese sign language recognition based on surface electromyography and motion information.

Autors: Li W; Institute of Intelligent Control and Robotics, Hangzhou Dianzi University, Hangzhou, Zhejiang, China., Luo Z; Institute of Intelligent Control and Robotics, Hangzhou Dianzi University, Hangzhou, Zhejiang, China., Li W; Institute of Intelligent Control and Robotics, Hangzhou Dianzi University, Hangzhou, Zhejiang, China.; Xianheng International (Hangzhou) Electric Manufacturing Co., Ltd., Hangzhou, Zhejiang, China., Xi X; Institute of Intelligent Control and Robotics, Hangzhou Dianzi University, Hangzhou, Zhejiang, China.

Font: PloS one [PLoS One] 2023 Dec 07; Vol. 18 (12), pp. e0295398. Date of Electronic Publication: 2023 Dec 07 (Print Publication: 2023).

Tipologia de la publicació: Journal Article

Informació de la publicació: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

Terms MeSH: Sign Language* , Pattern Recognition, Automated*, Humans ; Electromyography ; Gestures ; Hand ; China ; Algorithms

Convolutional neural network for gesture recognition human-computer interaction system design.

Autors: Niu P; Design Department, Taiyuan Normal University, Jinzhong, Shanxi, China.

Font: PloS one [PLoS One] 2025 Feb 19; Vol. 20 (2), pp. e0311941. Date of Electronic Publication: 2025 Feb 19 (Print Publication: 2025).

Tipologia de la publicació: Journal Article

Informació de la publicació: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

Terms MeSH: Gestures* , Neural Networks, Computer* , Algorithms*, Humans ; Pattern Recognition, Automated/methods ; User-Computer Interface

Comparative analysis of electrical signals in facial expression muscles.

Autors: Adamov L; Faculty of Medicine, University of Novi Sad, Dr Zorana Djindjica 1, 21000, Novi Sad, Serbia., Petrović B; Faculty of Medicine, University of Novi Sad, Dr Zorana Djindjica 1, 21000, Novi Sad, Serbia., Milić L; Faculty of Technical Sciences, University of Novi Sad, Dr Zorana Djindjica 1, 21000, Novi Sad, Serbia. lmilic@uns.ac.rs., Štrbac V; Faculty of Technical Sciences, University of Novi Sad, Dr Zorana Djindjica 1, 21000, Novi Sad, Serbia., Kojić S; Faculty of Technical Sciences, University of Novi Sad, Dr Zorana Djindjica 1, 21000, Novi Sad, Serbia., Joseph K; Department of Biomedical Engineering, Faculty of Engineering, University Malaya, 50603, Kuala Lumpur, Malaysia.; Centre for Innovation in Medical Engineering (CIME), University Malaya, 50603, Kuala Lumpur, Malaysia., Stojanović GM; Faculty of Technical Sciences, University of Novi Sad, Dr Zorana Djindjica 1, 21000, Novi Sad, Serbia.

Font: Biomedical engineering online [Biomed Eng Online] 2025 Feb 12; Vol. 24 (1), pp. 17. Date of Electronic Publication: 2025 Feb 12.

Tipologia de la publicació: Journal Article; Comparative Study

Informació de la publicació: Publisher: BioMed Central Country of Publication: England NLM ID: 101147518 Publication Model: Electronic Cited Medium: Internet ISSN: 1475-925X (Electronic) Linking ISSN: 1475925X NLM ISO Abbreviation: Biomed Eng Online Subsets: MEDLINE

Terms MeSH: Facial Muscles*/physiology , Electromyography* , Facial Expression* , Signal Processing, Computer-Assisted*, Humans ; Male ; Female ; Adult ; Young Adult ; Pattern Recognition, Automated

Data-driven discovery and parameter estimation of mathematical models in biological pattern formation.

Autors: Hishinuma H; Department of Anatomy and Cell Biology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Fukuoka, Japan., Takigawa-Imamura H; Department of Anatomy and Cell Biology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Fukuoka, Japan., Miura T; Department of Anatomy and Cell Biology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Fukuoka, Japan.

Font: PLoS computational biology [PLoS Comput Biol] 2025 Jan 23; Vol. 21 (1), pp. e1012689. Date of Electronic Publication: 2025 Jan 23 (Print Publication: 2025).

Tipologia de la publicació: Journal Article

Informació de la publicació: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101238922 Publication Model: eCollection Cited Medium: Internet ISSN: 1553-7358 (Electronic) Linking ISSN: 1553734X NLM ISO Abbreviation: PLoS Comput Biol Subsets: MEDLINE

Terms MeSH: Bayes Theorem* , Computational Biology*/methods , Algorithms*, Models, Biological ; Humans ; Pattern Recognition, Automated/methods

Multi-region minutiae depth value-based efficient forged finger print analysis.

Autors: Baskar M; Department of Computing Technologies, School of Computing, College of Engineering and Technology, SRM Institute of Science and Technology, Kattankulathur, Chengalpattu, Tamilnadu, India., Rajagopal RD; School of Computer Science and Engineering, VIT University, Chennai, Tamilnadu, India., B V V S P; School of Engineering (CSE), Anurag University, Hyderabad, India., Babu JC; Department of Electronics and Communication Engineering, Annamacharya Institute of Technology and Sciences, Rajampet, AP, India., Bartáková GP; Faculty of Management, Comenius University in Bratislava, Bratislava, Slovakia., Arulananth TS; Department of Electronics and Communication Engineering, MLR Institute of Technology, Hyderabad, India.

Font: PloS one [PLoS One] 2023 Nov 16; Vol. 18 (11), pp. e0293249. Date of Electronic Publication: 2023 Nov 16 (Print Publication: 2023).

Tipologia de la publicació: Journal Article

Informació de la publicació: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

Terms MeSH: Dermatoglyphics* , Pattern Recognition, Automated*/methods, Sensitivity and Specificity ; Algorithms ; Fingers/anatomy & histology

Knowledge graph and CBR-based approach for automated analysis of bridge operational accidents: Case representation and retrieval.

Autors: Xu H; School of Economics and Management, Chongqing University of Posts and Telecommunications, Chongqing, China.; Chongqing Innovation Center of Industrial Big-Data Co. Ltd., National Engineering Laboratory for Industrial Big-Data Application Technology, Chongqing, China., Wei Y; School of Economics and Management, Chongqing University of Posts and Telecommunications, Chongqing, China., Cai Y; College of Computer and Information Science, College of Software, Southwest University, Chongqing, China., Xing B; Chongqing Innovation Center of Industrial Big-Data Co. Ltd., National Engineering Laboratory for Industrial Big-Data Application Technology, Chongqing, China.

Font: PloS one [PLoS One] 2023 Nov 07; Vol. 18 (11), pp. e0294130. Date of Electronic Publication: 2023 Nov 07 (Print Publication: 2023).

Tipologia de la publicació: Journal Article; Research Support, Non-U.S. Gov't

Informació de la publicació: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

Terms MeSH: Artificial Intelligence* , Pattern Recognition, Automated*, Problem Solving ; Risk Management ; Knowledge

Knowledge graph empowerment from knowledge learning to graduation requirements achievement.

Autors: Yang Y; Dept. of Information Engineering, North China University of Water Resources and Electric Power, Zhengzhou, Henan, China., Chen S; Dept. of Information Engineering, North China University of Water Resources and Electric Power, Zhengzhou, Henan, China., Zhu Y; Dept. of Information Engineering, North China University of Water Resources and Electric Power, Zhengzhou, Henan, China., Zhu H; Dept. of Informatization Office, North China University of Water Resources and Electric Power, Zhengzhou, Henan, China., Chen Z; Dept. of Informatization Office, North China University of Water Resources and Electric Power, Zhengzhou, Henan, China.

Font: PloS one [PLoS One] 2023 Oct 12; Vol. 18 (10), pp. e0292903. Date of Electronic Publication: 2023 Oct 12 (Print Publication: 2023).

Tipologia de la publicació: Journal Article; Research Support, Non-U.S. Gov't

Informació de la publicació: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

Terms MeSH: Pattern Recognition, Automated* , Learning*, Humans ; Students ; Educational Status ; Achievement

Usability Evaluation of a Knowledge Graph-Based Dementia Care Intelligent Recommender System: Mixed Methods Study.

Autors: Leng M; Department of Nursing, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China.; School of Nursing, Peking University, Beijing, China., Sun Y; School of Nursing, Peking University, Beijing, China., Li C; Department of Cardiac Adult Postoperative Surgical Recovery Room, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences, Beijing, China., Han S; School of Nursing, Peking University, Beijing, China., Wang Z; School of Nursing, Peking University, Beijing, China.

Font: Journal of medical Internet research [J Med Internet Res] 2023 Sep 26; Vol. 25, pp. e45788. Date of Electronic Publication: 2023 Sep 26.

Tipologia de la publicació: Journal Article; Research Support, Non-U.S. Gov't

Informació de la publicació: Publisher: JMIR Publications Country of Publication: Canada NLM ID: 100959882 Publication Model: Electronic Cited Medium: Internet ISSN: 1438-8871 (Electronic) Linking ISSN: 14388871 NLM ISO Abbreviation: J Med Internet Res Subsets: MEDLINE

Terms MeSH: Pattern Recognition, Automated* , Dementia*/therapy, Humans ; Computer Systems ; Data Accuracy ; Intelligence

A model-agnostic framework to enhance knowledge graph-based drug combination prediction with drug-drug interaction data and supervised contrastive learning.

Autors: Gu J; Interdisciplinary Program in Artificial Intelligence, Seoul National University, 1, Gwanak-ro, 08826 Seoul, Republic of Korea., Bang D; Interdisciplinary Program in Bioinformatics, Seoul National University, 1, Gwanak-ro, 08826 Seoul, Republic of Korea.; AIGENDRUG Co., Ltd., 1, Gwanak-ro, 08826 Seoul, Republic of Korea., Yi J; Interdisciplinary Program in Artificial Intelligence, Seoul National University, 1, Gwanak-ro, 08826 Seoul, Republic of Korea., Lee S; Institute of Computer Technology Seoul National University, 1, Gwanak-ro, 08826 Seoul, Republic of Korea., Kim DK; PHARMGENSCIENCE Co., Ltd., 216, Dongjak-daero, 06554 Seoul, Republic of Korea., Kim S; Interdisciplinary Program in Artificial Intelligence, Seoul National University, 1, Gwanak-ro, 08826 Seoul, Republic of Korea.; Interdisciplinary Program in Bioinformatics, Seoul National University, 1, Gwanak-ro, 08826 Seoul, Republic of Korea.; Department of Computer Science and Engineering, Seoul National University, 1, Gwanak-ro, 08826 Seoul, Republic of Korea.; AIGENDRUG Co., Ltd., 1, Gwanak-ro, 08826 Seoul, Republic of Korea.; Institute of Computer Technology, Seoul National University, 1, Gwanak-ro, 08826 Seoul, Republic of Korea.

Font: Briefings in bioinformatics [Brief Bioinform] 2023 Sep 20; Vol. 24 (5).

Tipologia de la publicació: Journal Article; Research Support, Non-U.S. Gov't

Informació de la publicació: Publisher: Oxford University Press Country of Publication: England NLM ID: 100912837 Publication Model: Print Cited Medium: Internet ISSN: 1477-4054 (Electronic) Linking ISSN: 14675463 NLM ISO Abbreviation: Brief Bioinform Subsets: MEDLINE

Terms MeSH: Pattern Recognition, Automated* , Algorithms*, Benchmarking ; Drug Combinations ; Drug Interactions

A large-scale evaluation of NLP-derived chemical-gene/protein relationships from the scientific literature: Implications for knowledge graph construction.

Autors: Jeynes JCG; Evotec (UK) Ltd., in silico Research and Development, Milton Park, Abingdon, Oxfordshire, United Kingdom., Corney M; Evotec (UK) Ltd., in silico Research and Development, Milton Park, Abingdon, Oxfordshire, United Kingdom., James T; Evotec (UK) Ltd., in silico Research and Development, Milton Park, Abingdon, Oxfordshire, United Kingdom.

Font: PloS one [PLoS One] 2023 Sep 08; Vol. 18 (9), pp. e0291142. Date of Electronic Publication: 2023 Sep 08 (Print Publication: 2023).

Tipologia de la publicació: Journal Article

Informació de la publicació: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

Terms MeSH: Natural Language Processing* , Pattern Recognition, Automated*, Area Under Curve ; Databases, Factual ; Drug Discovery

A knowledge graph approach to predict and interpret disease-causing gene interactions.

Autors: Renaux A; Interuniversity Institute of Bioinformatics in Brussels, Université Libre de Bruxelles - Vrije Universiteit Brussel, Brussels, Belgium. Alexandre.Renaux@ulb.be.; Machine Learning Group, Université Libre de Bruxelles, Brussels, Belgium. Alexandre.Renaux@ulb.be.; Artificial Intelligence lab, Vrije Universiteit Brussel, Brussels, Belgium. Alexandre.Renaux@ulb.be., Terwagne C; Interuniversity Institute of Bioinformatics in Brussels, Université Libre de Bruxelles - Vrije Universiteit Brussel, Brussels, Belgium.; Machine Learning Group, Université Libre de Bruxelles, Brussels, Belgium., Cochez M; Computer Science, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.; Discovery Lab, Elsevier, Amsterdam, The Netherlands., Tiddi I; Computer Science, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands., Nowé A; Interuniversity Institute of Bioinformatics in Brussels, Université Libre de Bruxelles - Vrije Universiteit Brussel, Brussels, Belgium.; Artificial Intelligence lab, Vrije Universiteit Brussel, Brussels, Belgium., Lenaerts T; Interuniversity Institute of Bioinformatics in Brussels, Université Libre de Bruxelles - Vrije Universiteit Brussel, Brussels, Belgium. tom.lenaerts@ulb.be.; Machine Learning Group, Université Libre de Bruxelles, Brussels, Belgium. tom.lenaerts@ulb.be.; Artificial Intelligence lab, Vrije Universiteit Brussel, Brussels, Belgium. tom.lenaerts@ulb.be.

Font: BMC bioinformatics [BMC Bioinformatics] 2023 Aug 29; Vol. 24 (1), pp. 324. Date of Electronic Publication: 2023 Aug 29.

Tipologia de la publicació: Journal Article

Informació de la publicació: Publisher: BioMed Central Country of Publication: England NLM ID: 100965194 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2105 (Electronic) Linking ISSN: 14712105 NLM ISO Abbreviation: BMC Bioinformatics Subsets: MEDLINE

Terms MeSH: Epistasis, Genetic* , Pattern Recognition, Automated*, Machine Learning ; Phenotype ; Gene Ontology

Comparing methods for drug-gene interaction prediction on the biomedical literature knowledge graph: performance versus explainability.

Autors: Aisopos F; Institute of Informatics and Telecommunications, National Centre for Scientific Research Demokritos, Athens, Greece. fotis.aisopos@iit.demokritos.gr., Paliouras G; Institute of Informatics and Telecommunications, National Centre for Scientific Research Demokritos, Athens, Greece.

Font: BMC bioinformatics [BMC Bioinformatics] 2023 Jun 30; Vol. 24 (1), pp. 272. Date of Electronic Publication: 2023 Jun 30.

Tipologia de la publicació: Journal Article

Informació de la publicació: Publisher: BioMed Central Country of Publication: England NLM ID: 100965194 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2105 (Electronic) Linking ISSN: 14712105 NLM ISO Abbreviation: BMC Bioinformatics Subsets: MEDLINE

Terms MeSH: Pattern Recognition, Automated* , Data Mining*, Drug Interactions ; Databases, Factual ; Drug Discovery