Beyond criterion: cognitive flexibility in wild striated caracaras.

Authors: Harrington KJ; Messerli Research Institute, Department of Interdisciplinary Life Sciences, University of Veterinary Medicine Vienna, Vienna, Austria., Lambert ML; Messerli Research Institute, Department of Interdisciplinary Life Sciences, University of Veterinary Medicine Vienna, Vienna, Austria.

Source: Biology letters [Biol Lett] 2025 Nov; Vol. 21 (11), pp. 20250495. Date of Electronic Publication: 2025 Nov 19.

Publication Type: Journal Article

Journal Info: Publisher: The Royal Society Country of Publication: England NLM ID: 101247722 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1744-957X (Electronic) Linking ISSN: 17449561 NLM ISO Abbreviation: Biol Lett Subsets: MEDLINE

MeSH Terms: Cognition* , Reversal Learning*, Animals ; Male ; Female ; Learning Curve ; Learning ; Cognitive Flexibility

Short-term effects of team-based learning on self-directed learning, cooperative learning, and critical thinking among nursing students studying medical-surgical nursing.

Authors: Lin PC; Department of Nursing, National Tainan Junior College of Nursing, Tainan, Taiwan., Chang YH; Department of Nursing, National Tainan Junior College of Nursing, Tainan, Taiwan. Electronic address: fiona5252@hotmail.com.

Source: Nurse education in practice [Nurse Educ Pract] 2025 Nov; Vol. 89, pp. 104618. Date of Electronic Publication: 2025 Oct 30.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Ltd Country of Publication: Scotland NLM ID: 101090848 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-5223 (Electronic) Linking ISSN: 14715953 NLM ISO Abbreviation: Nurse Educ Pract Subsets: MEDLINE

MeSH Terms: Students, Nursing*/psychology , Students, Nursing*/statistics & numerical data , Thinking* , Problem-Based Learning*/methods , Self-Directed Learning as Topic* , Cooperative Behavior*, Humans ; Female ; Education, Nursing, Baccalaureate/methods ; Male ; Adolescent ; Group Processes ; Educational Measurement/methods ; Learning

Semi-supervised Ensemble Learning for Automatic Interpretation of Lung Ultrasound Videos.

Authors: Malainho B; Life and Health Sciences Research Institute, School of Medicine, University of Minho, Braga, Portugal.; ICVS/3B's - PT Government Associate Laboratory, Braga/Guimarães, Portugal.; Algoritmi Center, School of Engineering, University of Minho, Guimarães, Portugal., Freitas J; Life and Health Sciences Research Institute, School of Medicine, University of Minho, Braga, Portugal.; ICVS/3B's - PT Government Associate Laboratory, Braga/Guimarães, Portugal.; Algoritmi Center, School of Engineering, University of Minho, Guimarães, Portugal., Rodrigues C; Life and Health Sciences Research Institute, School of Medicine, University of Minho, Braga, Portugal.; ICVS/3B's - PT Government Associate Laboratory, Braga/Guimarães, Portugal.; Algoritmi Center, School of Engineering, University of Minho, Guimarães, Portugal., Tonelli AC; Department of Internal Medicine, Hospital Clínicas de Porto Alegre, Porto Alegre, Brazil., Santanchè A; Institute of Computing, University of Campinas, São Paulo, Brazil., Carvalho-Filho MA; Wenckebach Institute, Research program LEARN, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands., Fonseca JC; Algoritmi Center, School of Engineering, University of Minho, Guimarães, Portugal., Queirós S; Life and Health Sciences Research Institute, School of Medicine, University of Minho, Braga, Portugal. sandroqueiros@med.uminho.pt.; ICVS/3B's - PT Government Associate Laboratory, Braga/Guimarães, Portugal. sandroqueiros@med.uminho.pt.

Source: Journal of imaging informatics in medicine [J Imaging Inform Med] 2025 Oct; Vol. 38 (5), pp. 2664-2676. Date of Electronic Publication: 2024 Dec 13.

Publication Type: Journal Article

Journal Info: Publisher: Springer Nature Country of Publication: Switzerland NLM ID: 9918663679206676 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2948-2933 (Electronic) Linking ISSN: 29482925 NLM ISO Abbreviation: J Imaging Inform Med Subsets: MEDLINE

MeSH Terms: Lung*/diagnostic imaging , Deep Learning* , Image Interpretation, Computer-Assisted*/methods , Supervised Machine Learning* , Lung Diseases*/diagnostic imaging, Humans ; Ultrasonography/methods ; Point-of-Care Systems ; Ensemble Learning

Context blindness in the BTBR T ⁺ tf mouse model of autism: impaired contextual control of discrimination reversal learning.

Authors: Kosaki Y; Department of Psychology, Waseda University, Japan. Electronic address: yutaka.kosaki@waseda.jp., Mihara R; Department of Psychology, Waseda University, Japan.

Source: Behavioural brain research [Behav Brain Res] 2025 Oct 18; Vol. 495, pp. 115752. Date of Electronic Publication: 2025 Jul 27.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier/North-Holland Biomedical Press Country of Publication: Netherlands NLM ID: 8004872 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-7549 (Electronic) Linking ISSN: 01664328 NLM ISO Abbreviation: Behav Brain Res Subsets: MEDLINE

MeSH Terms: Reversal Learning*/physiology , Discrimination Learning*/physiology , Autism Spectrum Disorder*/physiopathology , Autistic Disorder*/physiopathology, Animals ; Disease Models, Animal ; Mice, Inbred C57BL ; Male ; Maze Learning/physiology ; Mice ; Cues ; Behavior, Animal/physiology

Classification of Adolescent Idiopathic Scoliosis Curvature Using Contrastive Clustering.

Authors: Kim DH; School of IT Convergence, University of Ulsan., Park S; Department of Orthopedic Surgery, Asan Medical Center, University of Ulsan College of Medicine, Ulsan., Kwon DW; School of IT Convergence, University of Ulsan., Lee CS; Department of Spine Surgery, Gangnam Saint Peter's Hospital, Seoul, Republic of Korea., Lee DH; Department of Orthopedic Surgery, Asan Medical Center, University of Ulsan College of Medicine, Ulsan., Cho JH; Department of Orthopedic Surgery, Asan Medical Center, University of Ulsan College of Medicine, Ulsan., Hwang CJ; Department of Orthopedic Surgery, Asan Medical Center, University of Ulsan College of Medicine, Ulsan.

Source: Spine [Spine (Phila Pa 1976)] 2025 Dec 15; Vol. 50 (24), pp. 1692-1701. Date of Electronic Publication: 2025 May 23.

Publication Type: Journal Article

Journal Info: Publisher: Lippincott Williams & Wilkins Country of Publication: United States NLM ID: 7610646 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1528-1159 (Electronic) Linking ISSN: 03622436 NLM ISO Abbreviation: Spine (Phila Pa 1976) Subsets: MEDLINE

MeSH Terms: Scoliosis*/classification , Scoliosis*/diagnostic imaging , Scoliosis*/surgery , Unsupervised Machine Learning*, Humans ; Adolescent ; Female ; Male ; Retrospective Studies ; Cluster Analysis ; Child ; Thoracic Vertebrae/diagnostic imaging ; Thoracic Vertebrae/surgery ; Reproducibility of Results ; Lumbar Vertebrae/diagnostic imaging ; Lumbar Vertebrae/surgery ; Machine Learning

SMENN-hybrid: an efficient technique combining the synthetic minority oversampling technique with ensemble learning for diabetes prediction.

Authors: Houssein EH; Faculty of Computers and Information, Minia University, Minia, Egypt. essam.halim@mu.edu.eg.; Minia National University, Minia, Egypt. essam.halim@mu.edu.eg., Ibrahim IA; College of Computer and Information Sciences, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh, 13318, Saudi Arabia., Mostafa A; Faculty of Computers and Information, Minia University, Minia, Egypt., Albarrak AM; College of Computer and Information Sciences, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh, 13318, Saudi Arabia., Younan M; Faculty of Computers and Information, Minia University, Minia, Egypt.

Source: Scientific reports [Sci Rep] 2025 Dec 03; Vol. 15 (1), pp. 43104. Date of Electronic Publication: 2025 Dec 03.

Publication Type: Journal Article

Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

MeSH Terms: Diabetes Mellitus*/diagnosis , Diabetes Mellitus*/epidemiology , Machine Learning*, Humans ; ROC Curve ; Algorithms ; Area Under Curve ; Ensemble Learning

Family-based continual learning for multi-domain pattern analysis in federated frameworks with GCN and ViT.

Authors: Iqbal S; College of Mechatronics and Control Engineering, Shenzhen University, Shenzhen, 518060, China. Electronic address: saeediqbalkhattak@gmail.com., Zhong X; College of Mechatronics and Control Engineering, Shenzhen University, Shenzhen, 518060, China. Electronic address: xzhong@szu.edu.cn., Khan MA; Center of AI, Prince Mohammad Bin Fahd University, Alkhobar, Kingdom of Saudi Arabia. Electronic address: attique.khan@ieee.org., Wu Z; College of Mechatronics and Control Engineering, Shenzhen University, Shenzhen, 518060, China. Electronic address: zzwu@szu.edu.cn., Alhammadi DA; Department of Information Systems, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, P.O.Box 84428, Riyadh, 11671, Saudi Arabia. Electronic address: daalhammadi@pnu.edu.sa., Liu W; College of Mechatronics and Control Engineering, Shenzhen University, Shenzhen, 518060, China. Electronic address: wxliu@szu.edu.cn.

Source: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2025 Dec; Vol. 192, pp. 107920. Date of Electronic Publication: 2025 Jul 29.

Publication Type: Journal Article

Journal Info: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

MeSH Terms: Neural Networks, Computer* , Pattern Recognition, Automated*/methods , Machine Learning*, Humans ; Deep Learning

DSMR: Dual-Stream Networks with Refinement Module for Unsupervised Multi-modal Image Registration.

Authors: Li L; Key Laboratory of Grain Information Processing and Control, Henan University of Technology, Zhengzhou, 450001, China. leili@haut.edu.cn., Zhu L; College of Information Science and Engineering, Henan University of Technology, Zhengzhou, 450001, China., Wang Q; Institute of Applied Physics, Henan Academy of Sciences, Zhengzhou, 450001, China., Dong Z; College of Information Science and Engineering, Henan University of Technology, Zhengzhou, 450001, China., Liao T; College of Information Science and Engineering, Henan University of Technology, Zhengzhou, 450001, China., Li P; Institute of Complexity Science, Henan University of Technology, Zhengzhou, 450001, China.

Source: Interdisciplinary sciences, computational life sciences [Interdiscip Sci] 2025 Dec; Vol. 17 (4), pp. 804-821. Date of Electronic Publication: 2025 Apr 19.

Publication Type: Journal Article

Journal Info: Publisher: Springer-Verlag Country of Publication: Germany NLM ID: 101515919 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1867-1462 (Electronic) Linking ISSN: 18671462 NLM ISO Abbreviation: Interdiscip Sci Subsets: MEDLINE

MeSH Terms: Image Processing, Computer-Assisted*/methods , Unsupervised Machine Learning* , Neural Networks, Computer*, Humans ; Algorithms ; Deep Learning ; Magnetic Resonance Imaging

Dual branch neural network with dynamic learning mechanism for P300-based brain-computer interfaces.

Authors: Li S; Center of Intelligent Computing, School of Mathematics, East China University of Science and Technology, Shanghai 200237, PR China., Xu R; g.tec medical engineering GmbH, 4521 Schiedlberg, Austria., Wang X; Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai 200237, PR China., Cichocki A; Systems Research Institute, Polish Academy of Science, Warsaw 01-447, Poland; RIKEN Advanced Intelligence Project, Tokyo 103-0027, Japan; Tokyo University of Agriculture and Technology, Tokyo 184-8588, Japan., Jin J; Center of Intelligent Computing, School of Mathematics, East China University of Science and Technology, Shanghai 200237, PR China; Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai 200237, PR China. Electronic address: jinjingat@gmail.com.

Source: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2025 Dec; Vol. 192, pp. 107876. Date of Electronic Publication: 2025 Jul 13.

Publication Type: Journal Article

Journal Info: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

MeSH Terms: Brain-Computer Interfaces* , Event-Related Potentials, P300*/physiology , Neural Networks, Computer* , Machine Learning*, Humans ; Electroencephalography/methods ; Learning

Machine learning combine with nomogram to guide the establishment of endoscopic assistant system for gasless transaxillary endoscopic thyroidectomy.

Authors: Ma L; Department of Thyroid Oral and Maxillofacial Surgery Sichuan Cancer Hospital, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, University of Electronic Science and Technology of China, Chengdu, China., Zhou Y; Department of Thyroid Oral and Maxillofacial Surgery Sichuan Cancer Hospital, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, University of Electronic Science and Technology of China, Chengdu, China., Li C; Department of Thyroid Oral and Maxillofacial Surgery Sichuan Cancer Hospital, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, University of Electronic Science and Technology of China, Chengdu, China., Wang X; Department of Thyroid Oral and Maxillofacial Surgery Sichuan Cancer Hospital, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, University of Electronic Science and Technology of China, Chengdu, China., Liu T; Department of Thyroid Oral and Maxillofacial Surgery Sichuan Cancer Hospital, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, University of Electronic Science and Technology of China, Chengdu, China.

Source: Annals of medicine [Ann Med] 2025 Dec; Vol. 57 (1), pp. 2537354. Date of Electronic Publication: 2025 Jul 25.

Publication Type: Journal Article

Journal Info: Publisher: Informa Healthcare Country of Publication: England NLM ID: 8906388 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1365-2060 (Electronic) Linking ISSN: 07853890 NLM ISO Abbreviation: Ann Med Subsets: MEDLINE

MeSH Terms: Machine Learning* , Thyroidectomy*/methods , Thyroidectomy*/education , Thyroidectomy*/instrumentation , Endoscopy*/methods , Endoscopy*/education, Humans ; Nomograms ; Female ; Male ; Adult ; Middle Aged ; Learning Curve ; Operative Time

GlucoNet-MM: A multimodal attention-based multi-task learning framework with decision transformer for personalised and explainable blood glucose forecasting.

Authors: Maqsood S; Department of Applied Informatics, Vytautas Magnus University, Kaunas, Lithuania., Sarwar MA; Centre of Real Time Computer Systems, Faculty of Informatics, Kaunas University of Technology, Kaunas University of Technology, Kaunas, Lithuania., Belousovienė E; Department of Intensive Care, University of Health Sciences, Kaunas, Lithuania., Maskeliūnas R; Department of Applied Informatics, Vytautas Magnus University, Kaunas, Lithuania.

Source: Diabetes, obesity & metabolism [Diabetes Obes Metab] 2025 Dec; Vol. 27 (12), pp. 7416-7430. Date of Electronic Publication: 2025 Sep 22.

Publication Type: Journal Article

Journal Info: Publisher: Wiley-Blackwell Country of Publication: England NLM ID: 100883645 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1463-1326 (Electronic) Linking ISSN: 14628902 NLM ISO Abbreviation: Diabetes Obes Metab Subsets: MEDLINE

MeSH Terms: Blood Glucose*/analysis , Precision Medicine*/methods , Deep Learning* , Diabetes Mellitus*/blood , Diabetes Mellitus, Type 2*/blood, Humans ; Blood Glucose Self-Monitoring ; Forecasting ; Machine Learning ; Attention ; Diabetes Mellitus, Type 1/blood

Classification of neurological and mental health disorders based on multimodal approaches: A comprehensive review.

Authors: Dino HI; Department of Computer Science, College of Science, University of Zakho, Zakho, Kurdistan Region, Iraq. Electronic address: hivi.dino@uoz.edu.krd., Hassan MM; Department of Computer Science, College of Science, University of Zakho, Zakho, Kurdistan Region, Iraq; PRIME Lab, Scientific Research Center, University of Zakho, Kurdistan Region, Iraq. Electronic address: masoud.hassan@uoz.edu.krd.

Source: Neuroscience and biobehavioral reviews [Neurosci Biobehav Rev] 2025 Dec; Vol. 179, pp. 106399. Date of Electronic Publication: 2025 Oct 04.

Publication Type: Journal Article; Review

Journal Info: Publisher: Pergamon Press Country of Publication: United States NLM ID: 7806090 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-7528 (Electronic) Linking ISSN: 01497634 NLM ISO Abbreviation: Neurosci Biobehav Rev Subsets: MEDLINE

MeSH Terms: Mental Disorders*/classification , Mental Disorders*/diagnostic imaging , Mental Disorders*/diagnosis , Nervous System Diseases*/classification , Nervous System Diseases*/diagnostic imaging , Nervous System Diseases*/diagnosis , Deep Learning* , Neuroimaging*/methods , Multimodal Imaging*/methods, Humans ; Machine Learning

Transformer-based deep learning for adaptive pedagogy under uncertain student preferences.

Authors: Wang H; ChongQing Water Resources And Electric Engineering College, Chongqing, 402160, China. 18580107707@163.com.

Source: Scientific reports [Sci Rep] 2025 Nov 26; Vol. 15 (1), pp. 42173. Date of Electronic Publication: 2025 Nov 26.

Publication Type: Journal Article

Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

MeSH Terms: Deep Learning* , Students*/psychology, Humans ; Learning ; Uncertainty ; Teaching

Utilization of an automated machine learning approach for the detection of granular corneal dystrophy via slit lamp photographs.

Authors: Yavari N; Byers Eye Institute, Stanford University, Palo Alto, CA, USA., Mohammadi SS; Byers Eye Institute, Stanford University, Palo Alto, CA, USA.; Department of Ophthalmology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA., Sokol JT; Byers Eye Institute, Stanford University, Palo Alto, CA, USA., Feky DE; Byers Eye Institute, Stanford University, Palo Alto, CA, USA.; Department of Ophthalmology, Tanta University, Tanta, Egypt., Rajabi M; Byers Eye Institute, Stanford University, Palo Alto, CA, USA., Hung JH; Byers Eye Institute, Stanford University, Palo Alto, CA, USA., Or C; Byers Eye Institute, Stanford University, Palo Alto, CA, USA., Elaraby O; Byers Eye Institute, Stanford University, Palo Alto, CA, USA., Anover FA; Byers Eye Institute, Stanford University, Palo Alto, CA, USA., Saengsirinavin AO; Byers Eye Institute, Stanford University, Palo Alto, CA, USA., Akhavanrezayat A; Byers Eye Institute, Stanford University, Palo Alto, CA, USA., Mobasserian A; Byers Eye Institute, Stanford University, Palo Alto, CA, USA., Than NTT; Byers Eye Institute, Stanford University, Palo Alto, CA, USA., Guo J; Byers Eye Institute, Stanford University, Palo Alto, CA, USA., Bai Y; Byers Eye Institute, Stanford University, Palo Alto, CA, USA., Yasar C; Byers Eye Institute, Stanford University, Palo Alto, CA, USA., Afshari NA; Shiley Eye Institute, University of San Diego, La Jolla, CA, USA., Lin CC; Byers Eye Institute, Stanford University, Palo Alto, CA, USA., Nguyen QD; Byers Eye Institute, Stanford University, Palo Alto, CA, USA. ndquan@stanford.edu.; Spencer Center for Vision Research, Byers Eye Institute, Stanford University School of Medicine, 2370 Watson Court, Suite 200, Palo Alto, CA, USA. ndquan@stanford.edu.

Source: BMC ophthalmology [BMC Ophthalmol] 2025 Nov 22; Vol. 25 (1), pp. 657. Date of Electronic Publication: 2025 Nov 22.

Publication Type: Journal Article

Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100967802 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2415 (Electronic) Linking ISSN: 14712415 NLM ISO Abbreviation: BMC Ophthalmol Subsets: MEDLINE

MeSH Terms: Corneal Dystrophies, Hereditary*/diagnosis , Machine Learning* , Slit Lamp Microscopy*/methods , Photography*/methods , Slit Lamp*, Humans ; Male ; Female ; Adult ; Middle Aged ; Sensitivity and Specificity ; Deep Learning ; Young Adult ; Aged

Mitigating distributed denial of service-based cyberattack in federated computing framework using deep reinforcement learning with frilled lizard algorithm.

Authors: Maghrabi LA; Department of Software Engineering, College of Engineering, University of Business and Technology, Jeddah, Saudi Arabia., Ragab M; Information Technology Department, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia. mragab@kau.edu.sa., Alghamdi B; Information Technology Department, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia., Alorfi AS; Department of Information Systems, Faculty of Computing and Information Technology, King Abdulaziz University, Rabigh, Saudi Arabia., Hamed D; Department of Geophysics, Faculty of Earth Sciences, King Abdulaziz University, Jeddah, Saudi Arabia., Alharbi A; Information Systems Department, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia., Al-Ghamdi AA; Information Systems Department, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia.; Computer Science Department, School of Engineering, Computing and Design, Dar Al-Hekma University, Jeddah, Saudi Arabia.

Source: Scientific reports [Sci Rep] 2025 Nov 17; Vol. 15 (1), pp. 40197. Date of Electronic Publication: 2025 Nov 17.

Publication Type: Journal Article

Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

MeSH Terms: Deep Learning* , Computer Security* , Algorithms*, Internet ; Humans ; Reinforcement Machine Learning

Enhancing differentiation between unipolar and bipolar depression through integration of machine learning and electroencephalogram analysis.

Authors: Liu X; Beijing Key Laboratory of Mental Disorders, National Clinical Research Center for Mental Disorders & National Center for Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China; Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China., Chen B; Faculty of Information Technology, Beijing University of Technology, Beijing, China., Zhang H; Beijing Key Laboratory of Mental Disorders, National Clinical Research Center for Mental Disorders & National Center for Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China; Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China., Cui Y; Gnosis NeuroDynamics Co. Ltd, Beijing, China., Wang B; Beijing Key Laboratory of Mental Disorders, National Clinical Research Center for Mental Disorders & National Center for Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China; Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China., Wang Y; Beijing Key Laboratory of Mental Disorders, National Clinical Research Center for Mental Disorders & National Center for Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China; Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China., Zhao T; Gnosis NeuroDynamics Co. Ltd, Beijing, China., Yan Y; Gnosis NeuroDynamics Co. Ltd, Beijing, China., Sha S; Beijing Key Laboratory of Mental Disorders, National Clinical Research Center for Mental Disorders & National Center for Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China; Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China., Ren Y; Beijing Key Laboratory of Mental Disorders, National Clinical Research Center for Mental Disorders & National Center for Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China; Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China., Zhang L; Beijing Key Laboratory of Mental Disorders, National Clinical Research Center for Mental Disorders & National Center for Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China; Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China., Zhao X; Beijing Key Laboratory of Mental Disorders, National Clinical Research Center for Mental Disorders & National Center for Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China; Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China. Electronic address: zhaoxixi@ccmu.edu.cn., Wang G; Beijing Key Laboratory of Mental Disorders, National Clinical Research Center for Mental Disorders & National Center for Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China; Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China. Electronic address: gangwangdoc@ccmu.edu.cn.

Source: Journal of affective disorders [J Affect Disord] 2025 Nov 15; Vol. 389, pp. 119599. Date of Electronic Publication: 2025 Jun 10.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier/North-Holland Biomedical Press Country of Publication: Netherlands NLM ID: 7906073 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1573-2517 (Electronic) Linking ISSN: 01650327 NLM ISO Abbreviation: J Affect Disord Subsets: MEDLINE

MeSH Terms: Bipolar Disorder*/diagnosis , Bipolar Disorder*/physiopathology , Electroencephalography*/methods , Machine Learning* , Depressive Disorder*/diagnosis , Depressive Disorder*/physiopathology, Humans ; Male ; Female ; Adult ; Diagnosis, Differential ; Middle Aged ; Neural Networks, Computer ; Support Vector Machine ; Deep Learning

Self-supervised learning with a contrastive VideoMoCo framework for Saudi Arabic sign language recognition using 3D convolutional networks.

Authors: Rokaya M; Department of Information Technology, College of Computers and Information Technology, Taif University, 21944, Taif, Saudi Arabia. mahmoudrokaya@tu.edu.sa., Hemdan DI; Department of Food Science and Nutrition, Faculty of Science, Taif University, P.O. Box 11099, 21944, Taif, Saudi Arabia., Alzain MA; Department of Information Technology, College of Computers and Information Technology, Taif University, 21944, Taif, Saudi Arabia., Gad I; Department of Computer Science, Tanta University, Tanta, Tanta, 31527, Egypt., Atlam ES; Department of computer Science, College of Computer Science and Engineering, Taibah University, 6421, Yanbu, Saudi Arabia.; Department of Computer Science, Tanta University, Tanta, Tanta, 31527, Egypt.

Source: Scientific reports [Sci Rep] 2025 Nov 13; Vol. 15 (1), pp. 39827. Date of Electronic Publication: 2025 Nov 13.

Publication Type: Journal Article

Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

MeSH Terms: Sign Language* , Supervised Machine Learning* , Neural Networks, Computer*, Humans ; Saudi Arabia ; Video Recording ; Gestures ; Deep Learning

Prompt-based multimodal representation learning for drug repurposing.

Authors: Liu J; School of Computer Science and Artificial Intelligence, Zhengzhou University, No. 100 Science Avenue, Zhengzhou, Henan 450001, China.; Centre for Artificial Intelligence, University of Technology Sydney, 15 Broadway, Ultimo, NSW 2007, Australia., U K; Tri-Institutional Computational Biology & Medicine, Weill Cornell Medicine, 445 East 69th Street, New York, NY 10021, United States., Rana D; NYU Department of Psychology, 6 Washington Pl, New York, NY 10003, United States., Meixuan Zhang S; Department of Pediatrics, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY 10065, United States., Yu J; NYU Department of Psychology, 6 Washington Pl, New York, NY 10003, United States., Yang S; Independent Researcher., Jin B; Xinda College of Economics and Humanities, Shanghai International Studies University, 999 Dongtan Avenue, Chongming District, Shanghai, China., Wang X; College of Biomedical Engineering, Sichuan University, No. 24 South Section 1, Yihuan Road, Chengdu, Sichuan 610065, China., Yang Z; Department of Biomedical Informatics, Harvard Medical School, 10 Shattuck Street, Boston, MA 02115, United States., Tang H; Department of Pathology, Shenzhen Maternity and Child Healthcare Hospital, Women and Children's Medical Center, Southern Medical University, Shenzhen, Guangdong 518042, China., Zhao J; Department of Biomedical Informatics, Harvard Medical School, 10 Shattuck Street, Boston, MA 02115, United States.; Department of Pediatrics, the University of Chicago, 5721 South Maryland Avenue Chicago, IL, 60637, United States.

Source: Briefings in bioinformatics [Brief Bioinform] 2025 Nov 01; Vol. 26 (6).

Publication Type: Journal Article

Journal Info: 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

MeSH Terms: Drug Repositioning*/methods , Deep Learning*, Humans ; Drug Discovery/methods ; Machine Learning ; Receptors, G-Protein-Coupled/metabolism ; Receptors, G-Protein-Coupled/chemistry

Aligning machine and human visual representations across abstraction levels.

Authors: Muttenthaler L; Google DeepMind, Berlin, Germany. lukas.muttenthaler@tu-berlin.de.; Machine Learning Group, Technische Universität Berlin, Berlin, Germany. lukas.muttenthaler@tu-berlin.de.; BIFOLD, Berlin Institute for the Foundations of Learning and Data, Berlin, Germany. lukas.muttenthaler@tu-berlin.de.; Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany. lukas.muttenthaler@tu-berlin.de., Greff K; Google DeepMind, Berlin, Germany., Born F; Machine Learning Group, Technische Universität Berlin, Berlin, Germany.; BIFOLD, Berlin Institute for the Foundations of Learning and Data, Berlin, Germany.; Max Planck Institute for Human Development, Berlin, Germany., Spitzer B; Max Planck Institute for Human Development, Berlin, Germany.; TUD Dresden University of Technology, Dresden, Germany., Kornblith S; Anthropic, San Francisco, CA, USA.; GoogleDeepMind, San Francisco, CA, USA., Mozer MC; GoogleDeepMind, San Francisco, CA, USA., Müller KR; Google DeepMind, Berlin, Germany. klaus-robert.mueller@tu-berlin.de.; Machine Learning Group, Technische Universität Berlin, Berlin, Germany. klaus-robert.mueller@tu-berlin.de.; BIFOLD, Berlin Institute for the Foundations of Learning and Data, Berlin, Germany. klaus-robert.mueller@tu-berlin.de.; Department of Artificial Intelligence, Korea University, Seoul, South Korea. klaus-robert.mueller@tu-berlin.de.; Max Planck Institute for Informatics, Saarbrücken, Germany. klaus-robert.mueller@tu-berlin.de., Unterthiner T; Google DeepMind, Berlin, Germany., Lampinen AK; GoogleDeepMind, San Francisco, CA, USA. lampinen@google.com.

Source: Nature [Nature] 2025 Nov; Vol. 647 (8089), pp. 349-355. Date of Electronic Publication: 2025 Nov 12.

Publication Type: Journal Article

Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 0410462 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1476-4687 (Electronic) Linking ISSN: 00280836 NLM ISO Abbreviation: Nature Subsets: MEDLINE

MeSH Terms: Neural Networks, Computer* , Machine Learning* , Visual Perception*/physiology , Vision, Ocular*/physiology, Humans ; Judgment ; Uncertainty ; Semantics ; Learning ; Deep Learning

Unveiling Quality of Life Factors for the Elderly: A Public Health Nursing Approach Enhanced by Advanced ML and DL Techniques.

Authors: Devi S; Symbiosis College of Nursing (SCON), Symbiosis International Deemed University (SIDU), Pune, India., Yadav R; Department of Artificial Intelligence, Symbiosis Institute of Technology (SIT), Symbiosis International Deemed University (SIDU), Pune, India., Chavan R; Symbiosis College of Nursing (SCON), Symbiosis International Deemed University (SIDU), Pune, India., Gangarde R; Department of Artificial Intelligence, Symbiosis Institute of Technology (SIT), Symbiosis International Deemed University (SIDU), Pune, India.

Source: Public health nursing (Boston, Mass.) [Public Health Nurs] 2025 Nov-Dec; Vol. 42 (6), pp. 1850-1869. Date of Electronic Publication: 2025 Jul 06.

Publication Type: Journal Article

Journal Info: Publisher: Blackwell Scientific Publications Country of Publication: United States NLM ID: 8501498 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1525-1446 (Electronic) Linking ISSN: 07371209 NLM ISO Abbreviation: Public Health Nurs Subsets: MEDLINE

MeSH Terms: Quality of Life*/psychology , Public Health Nursing*/methods , Machine Learning* , Artificial Intelligence*, Humans ; Aged ; Male ; Female ; Aged, 80 and over ; Deep Learning ; Middle Aged ; Exercise/psychology