Search Results - MACHINE learning

1

Academic Journal

Prediction of adolescent weight status by machine learning: a population-based study.

Authors: Liu, Hengyan¹ (AUTHOR), Wu, Yik-Chung² (AUTHOR), Chau, Pui Hing¹ (AUTHOR), Chung, Thomas Wai Hung³ (AUTHOR), Fong, Daniel Yee Tak¹ (AUTHOR) dytfong@hku.hk

Superior Title: BMC Public Health. 5/20/2024, Vol. 24 Issue 1, p1-13. 13p.

Subject Terms: *MACHINE learning, *DIETARY patterns, *TEENAGERS, *SUPPORT vector machines, *K-nearest neighbor classification, *ADOLESCENT health

Geographic Terms: HONG Kong (China)

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2

Academic Journal

Factors to improve odds of success following medial opening-wedge high tibial osteotomy: a machine learning analysis.

Authors: Yang, Hong Yeol¹ (AUTHOR), Shin, Yong Gwan² (AUTHOR), Shin, Hyun Ho¹ (AUTHOR), Choi, Ji Hoon¹ (AUTHOR), Seon, Jong Keun¹ (AUTHOR) seonbell@chonnam.ac.kr

Superior Title: BMC Musculoskeletal Disorders. 4/24/2024, Vol. 25 Issue 1, p1-11. 11p.

Subject Terms: *MACHINE learning, *RECEIVER operating characteristic curves, *TOTAL knee replacement, *OSTEOTOMY, *FEATURE selection, *FLATFOOT

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3

Academic Journal

MultiToxPred 1.0: a novel comprehensive tool for predicting 27 classes of protein toxins using an ensemble machine learning approach.

Authors: Beltrán, Jorge F.¹ (AUTHOR) beltran.lissabet.jf@gmail.com, Herrera-Belén, Lisandra² (AUTHOR), Parraguez-Contreras, Fernanda¹ (AUTHOR), Farías, Jorge G.¹ (AUTHOR), Machuca-Sepúlveda, Jorge¹ (AUTHOR), Short, Stefania¹ (AUTHOR)

Superior Title: BMC Bioinformatics. 4/12/2024, Vol. 25 Issue 1, p1-12. 12p.

Subject Terms: *DEEP learning, *MACHINE learning, *TOXINS, *PROTEOMICS, *WEB-based user interfaces, *DISCRIMINANT analysis, *PROTEINS

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4

Academic Journal

Towards an intelligent malaria outbreak warning model based intelligent malaria outbreak warning in the northern part of Benin, West Africa.

Authors: Gbaguidi, Gouvidé Jean^1,2 (AUTHOR) gouvidejeang@gamil.com, Topanou, Nikita³ (AUTHOR), Filho, Walter Leal⁴ (AUTHOR), Ketoh, Guillaume K.² (AUTHOR)

Superior Title: BMC Public Health. 2/13/2024, Vol. 24 Issue 1, p1-12. 12p.

Subject Terms: *MALARIA, *MACHINE learning, *VECTOR-borne diseases, *STRUCTURAL equation modeling, *SUPPORT vector machines

Geographic Terms: BENIN, WEST Africa

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5

Academic Journal

Machine learning algorithms for predicting rainfall in India.

Authors: Garai, Sandip^1,2, Paul, Ranjit Kumar³ ranjitstat@gmail.com, Yeasin, Md.³, Roy, H. S.³, Paul, A. K.³

Superior Title: Current Science (00113891). 2/10/2024, Vol. 126 Issue 3, p360-367. 8p.

Subject Terms: *MACHINE learning, *HILBERT-Huang transform, *RAINFALL, *MOVING average process, *RANDOM forest algorithms, *GENERATING functions

Geographic Terms: PUNJAB, MEGHALAYA (India), GOA (India : State)

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6

Academic Journal

Prediction of emergency department revisits among child and youth mental health outpatients using deep learning techniques.

Authors: Saggu, Simran¹ (AUTHOR), Daneshvar, Hirad² (AUTHOR), Samavi, Reza² (AUTHOR), Pires, Paulo^3,4 (AUTHOR), Sassi, Roberto B.⁵ (AUTHOR), Doyle, Thomas E.⁶ (AUTHOR), Zhao, Judy⁴ (AUTHOR), Mauluddin, Ahmad⁴ (AUTHOR), Duncan, Laura^3,4 (AUTHOR) duncanlj@mcmaster.ca

Superior Title: BMC Medical Informatics & Decision Making. 2/8/2024, Vol. 24 Issue 1, p1-9. 9p.

Subject Terms: *MACHINE learning, *DEEP learning, *HOSPITAL emergency services, *RECURRENT neural networks, *MENTAL health

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7

Academic Journal

The Prediction of Clinical Mastitis in Dairy Cows Based on Milk Yield, Rumination Time, and Milk Electrical Conductivity Using Machine Learning Algorithms.

Authors: Tian, Hong¹ (AUTHOR) lijing8116@hotmail.com, Zhou, Xiaojing^1,2 (AUTHOR) zhouxiaojing7924@126.com, Wang, Hao³ (AUTHOR) tlwanghao777@126.com, Xu, Chuang⁴ (AUTHOR) zhaoju2020@hotmail.com, Zhao, Zixuan² (AUTHOR), Xu, Wei⁵ (AUTHOR) wei.xu@kuleuven.be, Deng, Zhaoju⁴ (AUTHOR)

Superior Title: Animals (2076-2615). Feb2024, Vol. 14 Issue 3, p427. 14p.

Subject Terms: *MASTITIS, *MACHINE learning, *MILK yield, *ELECTRIC conductivity, *DAIRY cattle, *FARM management

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8

Academic Journal

Machine-learning model predicting quality of life using multifaceted lifestyles in middle-aged South Korean adults: a cross-sectional study.

Authors: Kim, Junho¹ (AUTHOR), Jeong, Kyoungsik¹ (AUTHOR), Lee, Siwoo¹ (AUTHOR), Baek, Younghwa¹ (AUTHOR) aori79@kiom.re.kr

Superior Title: BMC Public Health. 1/11/2024, Vol. 24 Issue 1, p1-10. 10p.

Subject Terms: *KOREANS, *MACHINE learning, *SLEEP quality, *RANDOM forest algorithms, *MIDDLE-aged persons

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9

Academic Journal

Identifying Cardiovascular Disease Risk Factors in Adults with Explainable Artificial Intelligence.

Authors: Kırboğa, Kevser Kübra^1,2 kubra.kirboga@bilecik.edu.tr, Küçüksille, Ecir Uğur³

Superior Title: Anatolian Journal of Cardiology / Anadolu Kardiyoloji Dergisi. Nov2023, Vol. 27 Issue 11, p657-663. 7p.

Subject Terms: *CARDIOVASCULAR diseases risk factors, *MACHINE learning, *ARTIFICIAL intelligence, *CARDIOVASCULAR diseases, *RECEIVER operating characteristic curves, *SYSTOLIC blood pressure

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10

Academic Journal

A novel machine learning approach for rice yield estimation.

Authors: Lingwal, Surabhi¹ (AUTHOR) surabhi.lingwal@gmail.com, Bhatia, Komal Kumar² (AUTHOR), Singh, Manjeet² (AUTHOR)

Superior Title: Journal of Experimental & Theoretical Artificial Intelligence. Apr2024, Vol. 36 Issue 3, p337-356. 20p.

Subject Terms: *ARTIFICIAL neural networks, *ARTIFICIAL intelligence, MACHINE learning, RICE quality, FEEDFORWARD neural networks, RANDOM forest algorithms

Geographic Terms: INDIA, PUNJAB

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11

Academic Journal

Machine learning in precision diabetes care and cardiovascular risk prediction.

Authors: Oikonomou, Evangelos K.¹ (AUTHOR), Khera, Rohan^1,2,3,4 (AUTHOR) rohan.khera@yale.edu

Superior Title: Cardiovascular Diabetology. 9/25/2023, Vol. 22 Issue 1, p1-16. 16p.

Subject Terms: *MACHINE learning, *CARDIOVASCULAR diseases risk factors, *ARTIFICIAL intelligence, *DIABETES, *CARDIOLOGICAL manifestations of general diseases

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12

Academic Journal

Hybrid machine learning model to predict chronic kidney diseases using handcrafted features for early health rehabilitation.

Authors: Rehman, Amjad¹, Saba, Tanzila¹ tsaba@psu.edu.sa, Ali, Haider², El Hakim, Narmine¹, Ayesha, Noor³

Superior Title: Turkish Journal of Electrical Engineering & Computer Sciences. 2023 Special Issue, Vol. 31, p951-968. 18p.

Subject Terms: *MACHINE learning, *CHRONIC kidney failure, *LEUKOCYTE count, *BLOOD cell count, *LEUCOCYTES

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13

Academic Journal

Prediction performance of the machine learning model in predicting mortality risk in patients with traumatic brain injuries: a systematic review and meta-analysis.

Authors: Wang, Jue¹ (AUTHOR), Yin, Ming Jing¹ (AUTHOR), Wen, Han Chun^1,2 (AUTHOR) 1064243520@qq.com

Superior Title: BMC Medical Informatics & Decision Making. 8/14/2023, Vol. 23 Issue 1, p1-13. 13p.

Subject Terms: *BRAIN injuries, *MACHINE learning, *MACHINE performance, *SYSTOLIC blood pressure, *HOSPITAL mortality, *MULTIVARIATE analysis

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14

Academic Journal

Comparison of discrimination and calibration performance of ECG-based machine learning models for prediction of new-onset atrial fibrillation.

Authors: Baj, Giovanni¹ (AUTHOR) giovanni.baj@phd.units.it, Gandin, Ilaria² (AUTHOR), Scagnetto, Arjuna³ (AUTHOR), Bortolussi, Luca¹ (AUTHOR), Cappelletto, Chiara³ (AUTHOR), Di Lenarda, Andrea³ (AUTHOR), Barbati, Giulia² (AUTHOR)

Superior Title: BMC Medical Research Methodology. 7/22/2023, Vol. 23 Issue 1, p1-10. 10p.

Subject Terms: *MACHINE learning, *ATRIAL fibrillation, *CONVOLUTIONAL neural networks, *MACHINE performance, *CALIBRATION, *ATRIAL flutter

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15

Academic Journal

Towards physician's experience: Development of machine learning model for the diagnosis of autism spectrum disorders based on complex T‐spherical fuzzy‐weighted zero‐inconsistency method.

Authors: Albahri, Ahmed S.¹ (AUTHOR), Zaidan, Aws A.² (AUTHOR) aos.aljuboori@buid.ac.ae, AlSattar, Hassan A.³ (AUTHOR), A. Hamid, Rula¹ (AUTHOR), Albahri, Osamah S.⁴ (AUTHOR), Qahtan, Sarah⁵ (AUTHOR), Alamoodi, Abdulla H.⁶ (AUTHOR)

Superior Title: Computational Intelligence. Apr2023, Vol. 39 Issue 2, p225-257. 33p.

Subject Terms: *PHYSICIANS, AUTISM spectrum disorders, MACHINE learning, FEATURE selection, MEMBERSHIP functions (Fuzzy logic), FUZZY sets

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16

Academic Journal

Predicting Soccer Players' Fitness Status Through a Machine-Learning Approach.

Authors: Mandorino, Mauro, Clubb, Jo, Lacome, Mathieu

Superior Title: International Journal of Sports Physiology & Performance; May2024, Vol. 19 Issue 5, p443-453, 11p

Subject Terms: SPORTS injury prevention, EXERCISE physiology, STATISTICAL correlation, SOCCER, RUNNING, INDUSTRIAL psychology, PHYSICAL training & conditioning, EXERCISE intensity, DESCRIPTIVE statistics, HEART beat, PHYSICAL fitness, RESEARCH, MACHINE learning, EXERCISE tests, REGRESSION analysis, ALGORITHMS

Geographic Terms: ITALY

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17

Academic Journal

Predicting Serious Injury and Fatality Exposure Using Machine Learning in Construction Projects.

Authors: Oguz Erkal, Elif Deniz¹ (AUTHOR) elog7097@colorado.edu, Hallowell, Matthew R.² (AUTHOR) matthew.hallowell@colorado.edu, Ghriss, Ayoub³ (AUTHOR) ayoub.ghriss@colorado.edu, Bhandari, Siddharth⁴ (AUTHOR) siddharth.bhandari@colorado.edu