Search Results - MACHINE learning

1

Academic Journal

A review on machine learning approaches in cardiac tissue engineering.

Authors: Kalkunte, Nikhith¹, Cisneros, Jorge¹, Castillo, Edward¹, Zoldan, Janet¹ zjanet@utexas.edu

Superior Title: Frontiers in Biomaterials Science. 2024, p1-16. 16p.

Subject Terms: *MACHINE learning, *TISSUE engineering, *INDUCED pluripotent stem cells, *DEEP learning, *CARDIAC regeneration

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2

Academic Journal

Machine learning analysis of patients' perceptions towards generic medication in Greece: a survey-based study.

Authors: Kassandros, Konstantinos¹, Saranti, Evridiki¹, Misailidou, Evropi¹, Tsiggou, Theodora-Aiketerini¹, Sissiou, Eleftheria¹, Kolios, George², Constantinides, Theodoros¹, Kontogiorgis, Christos¹ ckontogi@med.duth.gr

Superior Title: Frontiers in Drug Safety & Regulation. 2024, p1-12. 12p.

Subject Terms: *PATIENTS' attitudes, *MACHINE learning, *CONVENIENCE sampling (Statistics), *GENERIC drugs, *MEDICAL personnel

Geographic Terms: GREECE

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3

Academic Journal

Quantitative analysis of pyrolysis characteristics and chemical components of tobacco materials based on machine learning.

Authors: Wu, Zhifeng¹, Zhang, Qi¹, Yu, Hongxiao², Fu, Lili¹, Yang, Zhen³, Lu, Yan¹, Guo, Zhongya⁴, Li, Yasen³, Zhou, Xiansheng², Liu, Yingjie⁵, Wang, Le¹ wangl@ztri.com.cn, Wu, Shiyong, Wang,, Ziliang

Superior Title: Frontiers in Chemistry. 2024, p1-11. 11p.

Subject Terms: *MACHINE learning, *PYROLYSIS, *TOBACCO composition, *THERMOGRAVIMETRY, *QUANTITATIVE research

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4

Academic Journal

An industry perspective on the use of machine learning in drug and vaccine safety.

Authors: Painter, Jeffery L.¹, Kassekert, Raymond², Bate, Andrew^3,4 andrew.x.bate@gsk.com

Superior Title: Frontiers in Drug Safety & Regulation. 2023, p1-10. 10p.

Subject Terms: *VACCINE safety, *MACHINE learning, *MEDICATION safety, *LITERATURE reviews, *SIGNAL detection

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5

Academic Journal

An optimized framework for processing multicentric polysomnographic data incorporating expert human oversight.

Authors: Holm, Benedikt, Jouan, Gabriel, Hardarson, Emil, Sigurðardottir, Sigríður, Hoelke, Kenan, Murphy, Conor, Arnardóttir, Erna Sif, Óskarsdóttir, María, Islind, Anna Sigríður

Superior Title: Frontiers in Neuroinformatics; 2024, p01-14, 14p

Subject Terms: MACHINE learning, DATA collection platforms, SOMNOLOGY, SLEEP disorders, RESEARCH personnel, TECHNOLOGISTS

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6

Academic Journal

Anatomical variations of the atlas arches: prevalence assessment, systematic review and proposition for an updated classification system.

Authors: Baena-Caldas, Gloria P., Mier-García, Juan F., Griswold, Dylan P., Herrera-Rubio, Adriana M., Peckham, Ximara

Superior Title: Frontiers in Neuroscience; 2024, p1-12, 12p

Subject Terms: DIABETIC retinopathy, ANATOMICAL variation, ARTIFICIAL neural networks, MACHINE learning, MEDICAL sciences, PATTERN recognition systems

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7

Academic Journal

Nomogram built based on machine learning to predict recurrence in early-stage hepatocellular carcinoma patients treated with ablation.

Authors: Honghai Zhang, Shugui Sheng, Wenying Qiao, Yu Sun, Ronghua Jin

Superior Title: Frontiers in Oncology; 2024, p1-12, 12p

Subject Terms: NOMOGRAPHY (Mathematics), RECEIVER operating characteristic curves, MACHINE learning, DISEASE risk factors, LIVER cancer, HEPATOCELLULAR carcinoma

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8

Academic Journal

Hepatitis B-related hepatocellular carcinoma: classification and prognostic model based on programmed cell death genes.

Authors: Jinyue Tian, Jiao Meng, Zhenkun Yang, Li Song, Xinyi Jiang, Jian Zou

Superior Title: Frontiers in Immunology; 2024, p1-13, 13p

Subject Terms: APOPTOSIS, CHRONIC hepatitis B, PROGNOSTIC models, HEPATOCELLULAR carcinoma, MACHINE learning, GENE expression, TUMOR suppressor genes

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9

Academic Journal

Machine learning algorithms for identifying contralateral central lymph node metastasis in unilateral cN0 papillary thyroid cancer.

Authors: Anwen Ren, Jiaqing Zhu, Zhenghao Wu, Jie Ming, Shengnan Ruan, Ming Xu, Tao Huang

Superior Title: Frontiers in Endocrinology; 2024, p1-10, 10p

Subject Terms: LYMPHATIC metastasis, THYROID cancer, RECEIVER operating characteristic curves, MACHINE learning, LYMPHADENECTOMY, RANDOM forest algorithms, ISOLATION perfusion

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10

Academic Journal

Unveiling the molecular complexity of proliferative diabetic retinopathy through scRNA-seq, AlphaFold 2, and machine learning.

Authors: Jun Wang, Hongyan Sun, Lisha Mou, Ying Lu, Zijing Wu, Zuhui Pu, Ming-ming Yang

Superior Title: Frontiers in Endocrinology; 2024, p1-13, 13p

Subject Terms: DIABETIC retinopathy, MACHINE learning, PROTEIN structure prediction, MATRIX decomposition, NONNEGATIVE matrices, PROTEIN-protein interactions

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11

Academic Journal

Improving prediction of tacrolimus concentration using a combination of population pharmacokinetic modeling and machine learning in chinese renal transplant recipients.

Authors: Yu-Ping Wang, Xiao-Ling Lu, Kun Shao, Hao-Qiang Shi, Pei-Jun Zhou, Bing Chen

Superior Title: Frontiers in Pharmacology; 2024, p1-11, 11p

Subject Terms: KIDNEY transplantation, MACHINE learning, TACROLIMUS, PHARMACOKINETICS, CYTOCHROME P-450 CYP3A, FORECASTING

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12

Academic Journal

Stratifying risk of disease in haematuria patients using machine learning techniques to improve diagnostics.

Authors: Drożdż, Anna, Duggan, Brian, Ruddock, Mark W., Reid, Cherith N., Jo Kurth, Mary, Watt, Joanne, Irvine, Allister, Lamont, John, Fitzgerald, Peter, O'Rourke, Declan, Curry, David, Evans, Mark, Boyd, Ruth, Sousa, Jose

Superior Title: Frontiers in Oncology; 2024, p1-15, 15p

Subject Terms: MACHINE learning, HEMATURIA, RANDOM forest algorithms, DECISION trees, CYSTATIN C

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13

Academic Journal

Identification and analysis of chemokine-related and NETosis-related genes in acute pancreatitis to develop a predictive model.

Authors: Shuangyang Mo, Wenhong Wu, Kai Luo, Cheng Huang, Yingwei Wang, Heping Qin, Huaiyang Cai

Superior Title: Frontiers in Genetics; 2024, p1-19, 19p

Subject Terms: CHEMOKINE receptors, T cell receptors, MACHINE learning, TH2 cells, PREDICTION models, RECEIVER operating characteristic curves

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14

Academic Journal

Bipartite networks represent causality better than simple networks: evidence, algorithms, and applications.

Authors: Bingran Shen, Curozzi, Gloria, Shasha, Dennis

Superior Title: Frontiers in Genetics; 2024, p1-15, 15p

Subject Terms: BIPARTITE graphs, MACHINE learning, GENE regulatory networks, IDENTIFICATION, STANDARD deviations, REGULATOR genes

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15

Academic Journal

Machine learning models reveal the critical role of nighttime systolic blood pressure in predicting functional outcome for acute ischemic stroke after endovascular thrombectomy.

Authors: Dingkang Xu, Peng Qi, Peng Liu, Hongchun Yang, Gengfan Ye, Dezhi Shan, Shixiong Lei, Guozheng Yang, Junqing Ding, Hui Liang, Hui Qi, Daming Wang, Jun Lu

Superior Title: Frontiers in Neurology; 2024, p1-10, 10p

Subject Terms: MACHINE learning, AMBULATORY blood pressure monitoring, ISCHEMIC stroke, ENDOVASCULAR surgery, SYSTOLIC blood pressure, CEREBRAL infarction, CORONARY artery disease

Geographic Terms: HAINAN Sheng (China)

Company/Entity: PEKING University (Beijing, China)

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16

Academic Journal

Machine learning to construct sphingolipid metabolism genes signature to characterize the immune landscape and prognosis of patients with uveal melanoma.

Authors: Hao Chi, Gaoge Peng, Jinyan Yang, Jinhao Zhang, Guobin Song, Xixi Xie, Strohmer, Dorothee Franziska, Guichuan Lai, Songyun Zhao, Rui Wang, Fang Yang, Gang Tian

Superior Title: Frontiers in Endocrinology; 2024, p1-18, 18p

Subject Terms: MACHINE learning, PROGNOSIS, DISEASE risk factors, OVERALL survival, MELANOMA, PROGRESSION-free survival, IMMUNOCOMPUTERS

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17

Academic Journal

Heart rate variability as a preictal marker for determining the laterality of seizure onset zone in frontal lobe epilepsy.

Authors: Seho Lee, Hayom Kim, Jin Hyung Kim, Mingyeong So, Jung Bin Kim, Dong-Joo Kim

Superior Title: Frontiers in Neuroscience; 2024, p1-8, 8p

Subject Terms: HEART beat, EPILEPSY, FRONTAL lobe, LATERAL dominance, PARASYMPATHETIC nervous system, MACHINE learning

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18

Academic Journal

Machine learning to predict the occurrence of thyroid nodules: towards a quantitative approach for judicious utilization of thyroid ultrasonography.

Authors: Qijun Liang, Zhenhong Qi, Yike Li

Superior Title: Frontiers in Endocrinology; 2024, p1-10, 10p

Subject Terms: THYROID nodules, MACHINE learning, ULTRASONIC imaging, THYROID gland, HIGH density lipoproteins

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19

Academic Journal

Alzheimer's disease manifests abnormal sphingolipid metabolism.

Authors: Baasanjav Uranbileg, Hideaki Isago, Eri Sakai, Masayuki Kubota, Yuko Saito, Makoto Kurano

Superior Title: Frontiers in Aging Neuroscience; 2024, p01-15, 15p

Subject Terms: ALZHEIMER'S disease, LIQUID chromatography-mass spectrometry, TISSUES, DATA analysis, RESEARCH funding, BRAIN, MULTIVARIATE analysis, SPHINGOLIPIDS, CELL culture, METABOLISM, GENE expression profiling, CERAMIDES, STATISTICS, STEM cells, MACHINE learning, DATA analysis software, REGRESSION analysis, SYMPTOMS

Geographic Terms: JAPAN

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20

Academic Journal

Screening mitochondria-related biomarkers in skin and plasma of atopic dermatitis patients by bioinformatics analysis and machine learning.

Authors: Huiwen Yu, Jiaying Lin, Jinping Yuan, Xianqi Sun, Chen Wang, Bingxue Bai

Superior Title: Frontiers in Immunology; 2024, p01-17, 17p

Subject Terms: ATOPIC dermatitis, FILAGGRIN, MACHINE learning, MEDICAL screening, DISEASE risk factors, MITOCHONDRIAL pathology, BIOLOGICAL transport, ECZEMA

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