Search Results - "Predictive"

Long-Term Predictive Modelling of the Craniofacial Complex Using Machine Learning on 2D Cephalometric Radiographs.

Myers M; Department of Orthodontics and Oral Facial Genetics, Indiana University School of Dentistry, Indianapolis, Indiana, USA., Brown MD; Indiana University School of Dentistry, Indianapolis, Indiana, USA., Badirli S; Eli Lilly & Company, Indianapolis, Indiana, USA., Eckert GJ; Department of Biostatistics and Health Data Science, Indiana University School of Medicine, Indianapolis, Indiana, USA., Johnson DH; Department of Orthodontics and Oral Facial Genetics, Indiana University School of Dentistry, Indianapolis, Indiana, USA., Turkkahraman H; Department of Orthodontics and Oral Facial Genetics, Indiana University School of Dentistry, Indianapolis, Indiana, USA. Electronic address: haturk@iu.edu.

Evaluation Study; Journal Article , 2025

Deep learning prediction of curve severity from rasterstereographic back images in adolescent idiopathic scoliosis.

Minotti M; IRCCS Istituto Ortopedico Galeazzi, Milan, Italy., Negrini S; IRCCS Istituto Ortopedico Galeazzi, Milan, Italy.; Department of Biomedical, Surgical and Dental Sciences, University 'La Statale', 20122, Milan, Italy., Cina A; Spine Center, Schulthess Clinic, Zurich, Switzerland.; Biomedical Data Science Lab, Department of Health Sciences and Technologies, ETH Zurich, Zurich, Switzerland., Galbusera F; Spine Center, Schulthess Clinic, Zurich, Switzerland., Zaina F; ISICO (Italian Scientific Spine Institute), Milan, Italy., Bassani T; IRCCS Istituto Ortopedico Galeazzi, Milan, Italy. tito.bassani@grupposandonato.it.

Journal Article; Multicenter Study; Observational Study , 2024

Prediction model for lateral lymph node metastasis of papillary thyroid carcinoma in children and adolescents based on ultrasound imaging and clinical features: a retrospective study.

Lin S; Department of ultrasound, The Sixth Affiliated Hospital, Sun Yat-sen University, Biomedical Innovation Center, 26 Yuancunerheng Street, Tianhe District, Guangzhou, China., Zhong Y; Department of ultrasound, The First People's Hospital of Foshan, Dafu Road, Chancheng District, Foshan, China., Lin Y; Department of ultrasound, Guangzhou Panyu Central Hospital, 8 Fuyu East Road, South Bridge Street, Panyu District, Guangzhou, China., Liu G; Department of ultrasound, The Sixth Affiliated Hospital, Sun Yat-sen University, Biomedical Innovation Center, 26 Yuancunerheng Street, Tianhe District, Guangzhou, China. liugj@mail.sysu.edu.cn.

Evaluation Study; Journal Article; Multicenter Study , 2024

Towards robust multimodal ultrasound classification for liver tumor diagnosis: A generative approach to modality missingness.

Guo J; Yunnan University of Finance and Economics, Kunming, Yunnan, China; Yunnan Key Laboratory of Service Computing, Yunnan University of Finance and Economics, Kunming, Yunnan, China., Bu R; The Second Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China., Shen W; Yunnan University of Finance and Economics, Kunming, Yunnan, China., Feng T; Yunnan University of Finance and Economics, Kunming, Yunnan, China; Yunnan Key Laboratory of Service Computing, Yunnan University of Finance and Economics, Kunming, Yunnan, China. Electronic address: vonpower@ynufe.edu.cn.

Evaluation Study; Journal Article , 2025

Machine Learning-Based Real-Time Survival Prediction for Gastric Neuroendocrine Carcinoma.

Ding F; Department of Gastrointestinal Surgery, The Third Affiliated Hospital of Wenzhou Medical University, Wenzhou, China., Zhuang Y; Department of Medical Record Office, The Third Affiliated Hospital of Wenzhou Medical University, Wenzhou, China., Chen S; Department of Gastrointestinal Surgery, The Third Affiliated Hospital of Wenzhou Medical University, Wenzhou, China. wmu3818csx@163.com.

Journal Article , 2025

Predictive analytics for early detection of hospital-acquired complications: An artificial intelligence approach.

Mukhtar SA; Government of Western Australia, Australia.; Curtin University, Australia., McFadden BR; University of Western Australia, Australia., Islam MT; Murdoch University, Australia., Zhang QY; Macquarie University Business School, Australia., Alvandi E; The University of Sydney, Australia., Blatchford P; Government of Western Australia, Australia., Maybury S; Government of Western Australia, Australia., Blakey J; Curtin University, Australia.; University of Western Australia, Australia.; Sir Charles Gairdner Hospital, Australia., Yeoh P; Government of Western Australia, Australia., McMullen BC; Government of Western Australia, Australia.

Journal Article , 2025

Preprocessing of natural language process variables using a data-driven method improves the association with suicide risk in a large veterans affairs population.

Li S; Department of Biomedical Data Science, Dartmouth College, Hanover, NH, USA., Levis M; Department of Veterans Affairs Medical Center, White River Junction, VT, USA; Department of Psychiatry, Dartmouth College, Hanover, NH, USA., DiMambro M; Department of Veterans Affairs Medical Center, White River Junction, VT, USA., Wu W; Department of Biomedical Data Science, Dartmouth College, Hanover, NH, USA., Levy J; Pathology and Computational Biomedicine, Cedars Sinai Medical Center, Los Angeles, CA, USA., Shiner B; Department of Veterans Affairs Medical Center, White River Junction, VT, USA; Department of Psychiatry, Dartmouth College, Hanover, NH, USA., Gui J; Department of Biomedical Data Science, Dartmouth College, Hanover, NH, USA. Electronic address: Jiang.Gui@dartmouth.edu.

Evaluation Study; Journal Article , 2025

Association between the (neutrophil + monocyte)/albumin ratio and all-cause mortality in sepsis patients: a retrospective cohort study and predictive model establishment according to machine learning.

Liu L; Cardiac Division of Emergency Intensive Care Unit, Beijing Anzhen Hospital, Capital Medical University, Anzhen Road Second, Chaoyang District, Beijing, 100029, People's Republic of China., Ma Q; Cardiac Division of Emergency Intensive Care Unit, Beijing Anzhen Hospital, Capital Medical University, Anzhen Road Second, Chaoyang District, Beijing, 100029, People's Republic of China., Yu G; Cardiac Division of Emergency Intensive Care Unit, Beijing Anzhen Hospital, Capital Medical University, Anzhen Road Second, Chaoyang District, Beijing, 100029, People's Republic of China., Ji X; Cardiac Division of Emergency Intensive Care Unit, Beijing Anzhen Hospital, Capital Medical University, Anzhen Road Second, Chaoyang District, Beijing, 100029, People's Republic of China., He H; Cardiac Division of Emergency Intensive Care Unit, Beijing Anzhen Hospital, Capital Medical University, Anzhen Road Second, Chaoyang District, Beijing, 100029, People's Republic of China. hehua430@163.com.

Journal Article , 2025

An application of deep learning model InceptionTime to predict nausea, vomiting, diarrhoea, and constipation using the gastro-intestinal pacemaker activity drug database (GIPADD).

Chau HC; Gut Rhythm R&D (Hong Kong) Limited, Hong Kong, SAR, People's Republic of China., Liu JYH; Gut Rhythm R&D (Hong Kong) Limited, Hong Kong, SAR, People's Republic of China. liuyh@cuhk.edu.hk.; School of Biomedical Sciences, Faculty of Medicine, The Chinese University of Hong Kong, Lo Kwee-Seong Integrated Biomedical Sciences Building, Shatin, New Territories, Hong Kong, SAR, People's Republic of China. liuyh@cuhk.edu.hk., Rudd JA; Gut Rhythm R&D (Hong Kong) Limited, Hong Kong, SAR, People's Republic of China.; School of Biomedical Sciences, Faculty of Medicine, The Chinese University of Hong Kong, Lo Kwee-Seong Integrated Biomedical Sciences Building, Shatin, New Territories, Hong Kong, SAR, People's Republic of China.

Evaluation Study; Journal Article; Validation Study , 2025

Prediction of remission of pharmacologically treated psychotic depression: A machine learning approach.

Carter E; Department of Population Health Sciences, Weill Cornell Medicine, New York, USA., Banerjee S; Department of Population Health Sciences, Weill Cornell Medicine, New York, USA; Department of Psychiatry, Weill Cornell Institute of Geriatric Psychiatry, Weill Cornell Medicine, New York, USA., Alexopoulos GS; Department of Psychiatry, Weill Cornell Institute of Geriatric Psychiatry, Weill Cornell Medicine, New York, USA., Bingham KS; Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Canada; Centre for Mental Health, University Health Network, Toronto, Canada., Marino P; Department of Psychiatry, Weill Cornell Institute of Geriatric Psychiatry, Weill Cornell Medicine, New York, USA., Meyers BS; Department of Psychiatry, Weill Cornell Institute of Geriatric Psychiatry, Weill Cornell Medicine, New York, USA., Mulsant BH; Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Canada; Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Canada., Neufeld NH; Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Canada; Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Canada., Rothschild AJ; University of Massachusetts Chan Medical School and UMass Memorial Health Care, Worcester, USA., Voineskos AN; Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Canada; Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Canada., Whyte EM; Department of Psychiatry, University of Pittsburgh School of Medicine and UPMC Western Psychiatric Hospital, Pittsburgh, USA., Flint AJ; Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Canada; Centre for Mental Health, University Health Network, Toronto, Canada. Electronic address: alastair.flint@uhn.ca.

STOP-PD II Study Group

Clinical Trial, Phase IV; Journal Article; Multicenter Study; Randomized Controlled Trial , 2025

An ensemble approach improves the prediction of the COVID-19 pandemic in South Korea.

Han K; Interdisciplinary Program of Bioinformatics, Seoul National University, Seoul, Korea., Apio C; Interdisciplinary Program of Bioinformatics, Seoul National University, Seoul, Korea., Song H; Interdisciplinary Program of Bioinformatics, Seoul National University, Seoul, Korea., Lee B; Department of Industrial Engineering, Seoul National University, Seoul, Korea., Hu X; Department of Statistics, Seoul National University, Seoul, Korea., Park J; Interdisciplinary Program of Bioinformatics, Seoul National University, Seoul, Korea., Zhe L; Interdisciplinary Program of Bioinformatics, Seoul National University, Seoul, Korea., Goo T; Interdisciplinary Program of Bioinformatics, Seoul National University, Seoul, Korea., Park T; Interdisciplinary Program of Bioinformatics, Seoul National University, Seoul, Korea.; Department of Statistics, Seoul National University, Seoul, Korea.

Evaluation Study; Journal Article , 2025

Predictive value of rectal MRI variables for pathological complete response in locally advanced rectal cancer following neoadjuvant chemoradiotherapy.

Li G; Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No. 1 Shuai Fu Yuan, Dong Cheng District, Beijing, 100730, China., An Y; Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No. 1 Shuai Fu Yuan, Dong Cheng District, Beijing, 100730, China., Zhang X; Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No. 1 Shuai Fu Yuan, Dong Cheng District, Beijing, 100730, China., Wang C; Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No. 1 Shuai Fu Yuan, Dong Cheng District, Beijing, 100730, China., Qiu X; Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No. 1 Shuai Fu Yuan, Dong Cheng District, Beijing, 100730, China., Zhang G; Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No. 1 Shuai Fu Yuan, Dong Cheng District, Beijing, 100730, China., Niu B; Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No. 1 Shuai Fu Yuan, Dong Cheng District, Beijing, 100730, China., Xu L; Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No. 1 Shuai Fu Yuan, Dong Cheng District, Beijing, 100730, China., Lu J; Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No. 1 Shuai Fu Yuan, Dong Cheng District, Beijing, 100730, China., Wu B; Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No. 1 Shuai Fu Yuan, Dong Cheng District, Beijing, 100730, China., Xiao Y; Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No. 1 Shuai Fu Yuan, Dong Cheng District, Beijing, 100730, China., Lin G; Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No. 1 Shuai Fu Yuan, Dong Cheng District, Beijing, 100730, China. linguole@126.com.

Journal Article , 2025

Serum Ionized Calcium as a Prognostic Biomarker in Type B Aortic Dissection After Endovascular Treatment.

Zhu H; Department of Vascular Surgery, The First Affiliated Hospital of the Navy Medical University (Changhai Hospital), Shanghai, China., Hu B; Department of Vascular Surgery, The First Affiliated Hospital of the Navy Medical University (Changhai Hospital), Shanghai, China., Zhang H; Department of Vascular Surgery, The First Affiliated Hospital of Qingdao University, Qingdao University, Qingdao, China., Li H; Department of Vascular Surgery, The First Affiliated Hospital of the Navy Medical University (Changhai Hospital), Shanghai, China., Zhou J; Department of Vascular Surgery, The First Affiliated Hospital of the Navy Medical University (Changhai Hospital), Shanghai, China.; Shanghai Key Laboratory of Vascular Lesions Regulation and Remodeling, Shanghai, China., Jing Z; Department of Vascular Surgery, The First Affiliated Hospital of the Navy Medical University (Changhai Hospital), Shanghai, China.

Journal Article , 2025

Elastic Deformation Measurement Using Duplex Ultrasound for the Detection of High Aneurysm Sac Pressure Following EVAR.

van Genderen OS; Department of Surgery, Leiden University Medical Center, Leiden, The Netherlands., van Wissen RC; Department of Surgery, Leiden University Medical Center, Leiden, The Netherlands., Hamming JF; Department of Surgery, Leiden University Medical Center, Leiden, The Netherlands., van Schaik J; Department of Surgery, Leiden University Medical Center, Leiden, The Netherlands., van der Vorst JR; Department of Surgery, Leiden University Medical Center, Leiden, The Netherlands.

Journal Article , 2025

A Rare Case of Pulmonary Artery Trunk Aneurysm.

De Jesus Ferreira H; Campinas University Central Hospital (HC UNICAMP), Cidade Universitária 'Zeferino Vaz', Campinas, SP, Brazil.; Nuclear and Energy Research Institute (IPEN), University of São Paulo, São Paulo, SP, Brazil., Ferreira Borges JA; Campinas University Central Hospital (HC UNICAMP), Cidade Universitária 'Zeferino Vaz', Campinas, SP, Brazil., Simões Galini Schwarz De Andrade N; Campinas University Central Hospital (HC UNICAMP), Cidade Universitária 'Zeferino Vaz', Campinas, SP, Brazil., De Castro JT; Campinas University Central Hospital (HC UNICAMP), Cidade Universitária 'Zeferino Vaz', Campinas, SP, Brazil., Reis F; Campinas University Central Hospital (HC UNICAMP), Cidade Universitária 'Zeferino Vaz', Campinas, SP, Brazil., Daruich De Souza C; Nuclear and Energy Research Institute (IPEN), University of São Paulo, São Paulo, SP, Brazil.

Case Reports; Journal Article , 2025

Objective Evaluation With Noncontrast Computed Tomography Can Reveal Calcified Plaque Solidity in Peripheral Artery Diseases.

Ozaki D; Department of Cardiology, Juntendo University Urayasu Hospital, Urayasu-shi, Japan., Yokoyama K; Department of Cardiology, Juntendo University Urayasu Hospital, Urayasu-shi, Japan., Miyazaki T; Department of Cardiology, Juntendo University Urayasu Hospital, Urayasu-shi, Japan., Hirabayashi K; Department of Cardiology, Juntendo University Urayasu Hospital, Urayasu-shi, Japan., Abe H; Department of Cardiology, Juntendo University Urayasu Hospital, Urayasu-shi, Japan., Yabe K; Department of Cardiology, Juntendo University Urayasu Hospital, Urayasu-shi, Japan., Kakihara M; Department of Cardiology, Juntendo University Urayasu Hospital, Urayasu-shi, Japan., Maki M; Department of Cardiology, Juntendo University Urayasu Hospital, Urayasu-shi, Japan., Shimai R; Department of Cardiology, Juntendo University Urayasu Hospital, Urayasu-shi, Japan., Isogai H; Department of Cardiology, Juntendo University Urayasu Hospital, Urayasu-shi, Japan., Ouchi S; Department of Cardiovascular Biology and Medicine, Juntendo University Hospital, Tokyo, Japan., Yasuda Y; Department of Cardiology, Juntendo University Urayasu Hospital, Urayasu-shi, Japan., Odagiri F; Department of Cardiology, Juntendo University Urayasu Hospital, Urayasu-shi, Japan., Takamura K; Department of Cardiology, Juntendo University Urayasu Hospital, Urayasu-shi, Japan., Yaginuma K; Department of Cardiology, Juntendo University Urayasu Hospital, Urayasu-shi, Japan., Tokano T; Department of Cardiology, Juntendo University Urayasu Hospital, Urayasu-shi, Japan., Iwasaki T; Department of Radiology, Juntendo University Urayasu Hospital, Urayasu-shi, Japan., Kawai S; Department of Radiology, Juntendo University Urayasu Hospital, Urayasu-shi, Japan., Minamino T; Department of Cardiovascular Biology and Medicine, Juntendo University Hospital, Tokyo, Japan.

Journal Article , 2025

Comparison of Predictive Models for Keloid Recurrence Based on Machine Learning.

Hao Y; Department of Plastic and Cosmetic Surgery, Peking Union Medical College Hospital, Beijing, China., Shan M; Department of Plastic and Cosmetic Surgery, Peking Union Medical College Hospital, Beijing, China., Liu H; Department of Plastic and Cosmetic Surgery, Peking Union Medical College Hospital, Beijing, China., Xia Y; Department of Plastic and Cosmetic Surgery, Peking Union Medical College Hospital, Beijing, China., Kuang X; Peking Union Medical College, Chinese Academy of Medical Sciences, Peking Union Medical College Hospital, Beijing, China., Song K; Department of Plastic and Cosmetic Surgery, Peking Union Medical College Hospital, Beijing, China., Wang Y; Department of Plastic and Cosmetic Surgery, Peking Union Medical College Hospital, Beijing, China.

Journal Article; Comparative Study , 2025

Entity-enhanced BERT for medical specialty prediction based on clinical questionnaire data.

Lee S; School of Industrial and Management Engineering, Korea University, Seongbuk-gu, Seoul, Republic of Korea., Han YJ; School of Industrial and Management Engineering, Korea University, Seongbuk-gu, Seoul, Republic of Korea., Park HJ; School of Industrial and Management Engineering, Korea University, Seongbuk-gu, Seoul, Republic of Korea., Lee BH; School of Industrial and Management Engineering, Korea University, Seongbuk-gu, Seoul, Republic of Korea., Son D; People's Health Co., Ltd., 403, BT-IT Convergence Center, Seongbuk-gu, Seoul, Republic of Korea., Kim S; People's Health Co., Ltd., 403, BT-IT Convergence Center, Seongbuk-gu, Seoul, Republic of Korea., Yang H; People's Health Co., Ltd., 403, BT-IT Convergence Center, Seongbuk-gu, Seoul, Republic of Korea., Han T; People's Health Co., Ltd., 403, BT-IT Convergence Center, Seongbuk-gu, Seoul, Republic of Korea., Kim E; People's Health Co., Ltd., 403, BT-IT Convergence Center, Seongbuk-gu, Seoul, Republic of Korea., Han SW; School of Industrial and Management Engineering, Korea University, Seongbuk-gu, Seoul, Republic of Korea.

Evaluation Study; Journal Article , 2025

Application of ultrasound elastography and splenic size in predicting post-hepatectomy liver failure: Unveiling new clinical perspectives.

Xu S; Department of Gastroenterology, Nanchong Central Hospital, The Second Clinical Medical College, North Sichuan Medical College, Nanchong 637000, Sichuan Province, China., Zhang T; Department of Gastroenterology, Nanchong Central Hospital, The Second Clinical Medical College, North Sichuan Medical College, Nanchong 637000, Sichuan Province, China. yyzx1962@sina.com., He BB; Department of Gastroenterology, Nanchong Central Hospital, The Second Clinical Medical College, North Sichuan Medical College, Nanchong 637000, Sichuan Province, China., Liu J; Department of Gastroenterology, Nanchong Central Hospital, The Second Clinical Medical College, North Sichuan Medical College, Nanchong 637000, Sichuan Province, China., Kong T; Department of Gastroenterology, Nanchong Central Hospital, The Second Clinical Medical College, North Sichuan Medical College, Nanchong 637000, Sichuan Province, China., Zeng QY; Department of Gastroenterology, Nanchong Central Hospital, The Second Clinical Medical College, North Sichuan Medical College, Nanchong 637000, Sichuan Province, China.

Letter , 2025

Predictive value of apical rocking and septal flash for subclinical left ventricular systolic dysfunction in complete left bundle branch block patients with normal left ventricular ejection fraction.

Chen M; Department of Cardiovascular Ultrasound, The First Hospital of China Medical University, Shenyang, Liaoning, China; Clinical Medical Research Center of Imaging in Liaoning Province, Shenyang, Liaoning, China., Pang B; Department of Cardiovascular Ultrasound, The First Hospital of China Medical University, Shenyang, Liaoning, China; Clinical Medical Research Center of Imaging in Liaoning Province, Shenyang, Liaoning, China., Li G; Department of Cardiovascular Ultrasound, The First Hospital of China Medical University, Shenyang, Liaoning, China; Clinical Medical Research Center of Imaging in Liaoning Province, Shenyang, Liaoning, China., Wang Y; Department of Cardiovascular Ultrasound, The First Hospital of China Medical University, Shenyang, Liaoning, China; Clinical Medical Research Center of Imaging in Liaoning Province, Shenyang, Liaoning, China., Ma C; Department of Cardiovascular Ultrasound, The First Hospital of China Medical University, Shenyang, Liaoning, China; Clinical Medical Research Center of Imaging in Liaoning Province, Shenyang, Liaoning, China. Electronic address: cmu1h_mcy@126.com.

Journal Article , 2025