USG :: Ultrasonography

Identification of potential cell death-related biomarkers for diagnosis and treatment of osteoporosis

Mingliang Li, Xue Wang, Mingbo Guo, Wenlong Zhang, Taotao Li, Jinyang Zheng

BMC Musculoskeletal Disorders.2024;[Epub] CrossRef

Developing a resiliency model for survival without major morbidity in preterm infants

Martina A. Steurer, Kelli K. Ryckman, Rebecca J. Baer, Jean Costello, Scott P. Oltman, Charles E. McCulloch, Laura L. Jelliffe-Pawlowski, Elizabeth E. Rogers

Journal of Perinatology.2023; 43(4): 452. CrossRef

Pharyngeal biorhythms during oral milk challenge in high‐risk infants: Do they predict chronic tube feeding?

Kathryn A. Hasenstab, Varsha Prabhakar, Roseanna Helmick, Vedat Yildiz, Sudarshan R. Jadcherla

Neurogastroenterology & Motility.2023;[Epub] CrossRef

Dynamic Nomogram for Predicting Long-Term Survival in Terms of Preoperative and Postoperative Radiotherapy Benefits for Advanced Gastric Cancer

Xinghui Li, Yang Yu, Cheng Zheng, Yue Zhang, Chuandao Shi, Lei Zhang, Hui Qiao

International Journal of Environmental Research and Public Health.2023; 20(3): 2747. CrossRef

A Ribosome-Related Prognostic Signature of Breast Cancer Subtypes Based on Changes in Breast Cancer Patients’ Immunological Activity

Tiankuo Luan, Daqiang Song, Jiazhou Liu, Yuxian Wei, Rui Feng, Xiaoyu Wang, Lin Gan, Jingyuan Wan, Huiying Fang, Hongzhong Li, Xia Gong

Optimal Channels and Features Selection Based ADHD Detection From EEG Signal Using Statistical and Machine Learning Techniques

Md. Maniruzzaman, Md. Al Mehedi Hasan, Nobuyoshi Asai, Jungpil Shin

A diagnostic prediction model for hypertension in Han and Yugur population from the China National Health Survey (CNHS)

Chengdong Yu, Xiaolan Ren, Ze Cui, Li Pan, Hongjun Zhao, Jixin Sun, Ye Wang, Lijun Chang, Yajing Cao, Huijing He, Jin’en Xi, Ling Zhang, Guangliang Shan

Chinese Medical Journal.2023; 136(9): 1057. CrossRef

Genetic and lifestyle factors for breast cancer risk assessment in Southeast China

Shuqing Zou, Yuxiang Lin, Xingxing Yu, Mikael Eriksson, Moufeng Lin, Fangmeng Fu, Haomin Yang

The use of mammography-based radiomics nomograms for the preoperative prediction of the histological grade of invasive ductal carcinoma

Xiao-Cui Rong, Yi-He Kang, Gao-Feng Shi, Jia-Liang Ren, Yu-Hao Liu, Zhi-Gang Li, Guang Yang

Journal of Cancer Research and Clinical Oncology.2023; 149(13): 11635. CrossRef

Predicting female breast cancer by artificial intelligence: Combining clinical information and BI-RADS ultrasound descriptors

WFUMB Ultrasound Open.2023; 1(2): 100013. CrossRef

Comparing the diagnostic performance of ordinary, mixed, and lasso logistic regression models at identifying opioid and cannabinoid poisoning in U.S. dogs using pet demographic and clinical data reported to an animal poison control center (2005–2014)

Mohammad Howard-Azzeh, David L. Pearl, Terri L. O’Sullivan, Olaf Berke, Benito Soto-Blanco

Strikes and Gutters: Biomarkers and anthropometric measures for predicting diagnosed diabetes mellitus in adults in low- and middle-income countries

Association between number of medications and hip fractures in Japanese elderly using conditional logistic LASSO regression

Takuya Uematsu, Yuta Kawakami, Shuko Nojiri, Tomoyuki Saito, Yoshiki Irie, Takatoshi Kasai, Yoshimune Hiratsuka, Muneaki Ishijima, Manabu Kuroki, Hiroyuki Daida, Yuji Nishizaki

Systemic analysis of the prognostic significance and interaction network of miR-26b-3p in cholangiocarcinoma

Xijing Yan, Zhongying Hu, Xuejiao Li, Jinliang Liang, Jun Zheng, Jiao Gong, Kunpeng Hu, Xin Sui, Rong Li

Applied Biochemistry and Biotechnology.2023;[Epub] CrossRef

Integrated bioinformatics analysis of noncoding RNAs with tumor immune microenvironment in gastric cancer

Jun Xu, Shengnan Hu, Qiuli Chen, Lilu Shu, Peter Wang, Jianjiang Wang

Feature selection under budget constraint in medical applications: analysis of penalized empirical risk minimization methods

Applied Intelligence.2023; 53(24): 29943. CrossRef

Stability Investigation of Improved Whale Optimization Algorithm in the Process of Feature Selection

Predicting Risk of Surgery in Patients With Small Bowel Crohn’s Disease Strictures Using Computed Tomography and Magnetic Resonance Enterography

Akitoshi Inoue, David J Bartlett, Narges Shahraki, Shannon P Sheedy, Jay P Heiken, Benjamin A Voss, Jeff L Fidler, Mohammad S Tootooni, Mustafa Y Sir, Kalyan Pasupathy, Mark E Baker, Florian Rieder, Amy L Lightner, Parakkal Deepak, David H Bruining, Joel

Inflammatory Bowel Diseases.2022; 28(11): 1677. CrossRef

Predicting 90-day Functional Dependency and Death after Endovascular Thrombectomy for Stroke: The BET Score

Kainaat Javed, Jiyue Qin, Wenzhu Mowery, Devikarani Kadaba, David Altschul, Neil Haranhalli

Journal of Stroke and Cerebrovascular Diseases.2022; 31(5): 106342. CrossRef

Cross-Cultural Longitudinal Study on Cognitive Decline (CLoCODE) for Subjective Cognitive Decline in China and Germany: A Protocol for Study Design

Can Sheng, Kun Yang, Beiqi He, Taoran Li, Xiaoqi Wang, Wenying Du, Xiaochen Hu, Jiehui Jiang, Xueyan Jiang, Frank Jessen, Ying Han

Journal of Alzheimer's Disease.2022; 87(3): 1319. CrossRef

Curcumin and NCLX inhibitors share anti-tumoral mechanisms in microsatellite-instability-driven colorectal cancer

Maxime Guéguinou, Sajida Ibrahim, Jérôme Bourgeais, Alison Robert, Trayambak Pathak, Xuexin Zhang, David Crottès, Jacques Dupuy, David Ternant, Valérie Monbet, Roseline Guibon, Hector Flores-Romero, Antoine Lefèvre, Stéphanie Lerondel, Alain Le Pape, Jean

Cellular and Molecular Life Sciences.2022;[Epub] CrossRef

Detection of Synergistic Interaction on an Additive Scale Between Two Drugs on Abnormal Elevation of Serum Alanine Aminotransferase Using Machine-Learning Algorithms

Hayato Akimoto, Takuya Nagashima, Kimino Minagawa, Takashi Hayakawa, Yasuo Takahashi, Satoshi Asai

Accurate Evaluation of Feature Contributions for Sentinel Lymph Node Status Classification in Breast Cancer

Angela Lombardi, Nicola Amoroso, Loredana Bellantuono, Samantha Bove, Maria Colomba Comes, Annarita Fanizzi, Daniele La Forgia, Vito Lorusso, Alfonso Monaco, Sabina Tangaro, Francesco Alfredo Zito, Roberto Bellotti, Raffaella Massafra

Functional profile of host microbiome indicates Clostridioides difficile infection

Identification of a novel cell cycle-related risk signature predicting prognosis in patients with pancreatic adenocarcinoma

Dapeng Xu, Rong Qin, Ming Li, Jun Shen, Yongmin Mao, Kai Tang, Aiguo Zhang, Dafeng Wang, Yingzuo Shi

Metabolomics by NMR Combined with Machine Learning to Predict Neoadjuvant Chemotherapy Response for Breast Cancer

Marcella R. Cardoso, Alex Ap. Rosini Silva, Maria Cecília R. Talarico, Pedro H. Godoy Sanches, Maurício L. Sforça, Silvana A. Rocco, Luciana M. Rezende, Melissa Quintero, Tassia B. B. C. Costa, Laís R. Viana, Rafael R. Canevarolo, Amanda C. Ferracini, Sus

18F-FDG PET/CT radiomics nomogram for predicting occult lymph node metastasis of non-small cell lung cancer

Jianyi Qiao, Xin Zhang, Ming Du, Pengyuan Wang, Jun Xin

Multidimensional characteristics, prognostic role, and preoperative prediction of peritoneal sarcomatosis in retroperitoneal sarcoma

Yang Li, Jian-Hui Wu, Cheng-Peng Li, Bo-Nan Liu, Xiu-Yun Tian, Hui Qiu, Chun-Yi Hao, Ang Lv

Developing a Diagnostic Model to Predict the Risk of Asthma Based on Ten Macrophage-Related Gene Signatures

Xiaoshun Ai, Hong Shen, Yangyanqiu Wang, Jing Zhuang, Yani Zhou, Furong Niu, Qing Zhou, Si Qin

BioMed Research International.2022; 2022: 1. CrossRef

Discovering candidate SNPs for resilience breeding of red clover

Johanna Osterman, Cecilia Hammenhag, Rodomiro Ortiz, Mulatu Geleta

Efficient Feature Selection and Machine Learning Based ADHD Detection Using EEG Signal

Md. Maniruzzaman, Jungpil Shin, Md. Al Mehedi Hasan, Akira Yasumura

Computers, Materials & Continua.2022; 72(3): 5179. CrossRef

Identification of high-risk carotid plaque with MRI-based radiomics and machine learning

Ranying Zhang, Qingwei Zhang, Aihua Ji, Peng Lv, Jingjing Zhang, Caixia Fu, Jiang Lin

Identification of an immune-related risk signature and nomogram predicting the overall survival in patients with endometrial cancer

Yuan Cheng, Xingchen Li, Yibo Dai, Yangyang Dong, Xiao Yang, Jianliu Wang

Journal of Gynecologic Oncology.2021;[Epub] CrossRef

Establishment and validation of a prognostic nomogram based on a novel five‐DNA methylation signature for survival in endometrial cancer patients

Xingchen Li, Fufen Yin, Yuan Fan, Yuan Cheng, Yangyang Dong, Jingyi Zhou, Zhiqi Wang, Xiaoping Li, Jianliu Wang

Identification of 15 lncRNAs Signature for Predicting Survival Benefit of Advanced Melanoma Patients Treated with Anti-PD-1 Monotherapy

Jian-Guo Zhou, Bo Liang, Jian-Guo Liu, Su-Han Jin, Si-Si He, Benjamin Frey, Ning Gu, Rainer Fietkau, Markus Hecht, Hu Ma, Udo S. Gaipl

Utilizing electronic health record data to understand comorbidity burden among people living with HIV: a machine learning approach

Xueying Yang, Jiajia Zhang, Shujie Chen, Sharon Weissman, Bankole Olatosi, Xiaoming Li

A ten-gene methylation signature as a novel biomarker for improving prediction of prognosis and indicating gene targets in endometrial cancer

Xingchen Li, Xiao Yang, Yuan Fan, Yuan Cheng, Yangyang Dong, Jingyi Zhou, Zhiqi Wang, Xiaoping Li, Jianliu Wang

A machine learning framework for predicting long-term graft survival after kidney transplantation

Samarra Badrouchi, Abdulaziz Ahmed, Mohamed Mongi Bacha, Ezzedine Abderrahim, Taieb Ben Abdallah

Expert Systems with Applications.2021; 182: 115235. CrossRef

A two‐stage prediction model for heterogeneous effects of treatments

Konstantina Chalkou, Ewout Steyerberg, Matthias Egger, Andrea Manca, Fabio Pellegrini, Georgia Salanti

Statistics in Medicine.2021; 40(20): 4362. CrossRef

Occupational noise exposure and the prevalence of dyslipidemia in a cross-sectional study

An immunogenomic signature for molecular classification in hepatocellular carcinoma

Weiwei Zhuang, Hongwei Sun, Shanshan Zhang, Yilin Zhou, Wanqing Weng, Boda Wu, Tingbo Ye, Weiguo Huang, Zhuo Lin, Liang Shi, Keqing Shi

Molecular Therapy - Nucleic Acids.2021; 25: 105. CrossRef

Hypoxemia in Young Children Undergoing One-lung Ventilation: A Retrospective Cohort Study

T. Wesley Templeton, Scott A. Miller, Lisa K. Lee, Sachin Kheterpal, Michael R. Mathis, Eduardo J. Goenaga-Díaz, Leah B. Templeton, Amit K. Saha

Prediction of post-traumatic neuropathy following impacted mandibular third molar removal

Balazs Feher, Lisa-Franziska Spandl, Stefan Lettner, Christian Ulm, Reinhard Gruber, Ulrike Kuchler

A novel reliability-based regression model for medical modeling and forecasting

Diabetes & Metabolic Syndrome: Clinical Research & Reviews.2021; 15(6): 102331. CrossRef

Prediction model to discriminate leptospirosis from hantavirus

Maura Regina Guimarães Rabelo, Natália de Fátima Gonçalves Amâncio, Salvador Boccaletti Ramos

Revista da Associação Médica Brasileira.2021; 67(8): 1102. CrossRef

A methylomics-correlated nomogram predicts the recurrence free survival risk of kidney renal clear cell carcinoma

Mathematical Biosciences and Engineering.2021; 18(6): 8559. CrossRef

Prevalence and Risk Factors for Multifocality in Pediatric Thyroid Cancer

Grace L. Banik, Maisie L. Shindo, Kristen L. Kraimer, Katherine L. Manzione, Abhita Reddy, Ken Kazahaya, Andrew J. Bauer, Jeffrey C. Rastatter, Mark E. Zafereo, Steven G. Waguespack, Daniel C. Chelius, Lourdes Quintanilla-Dieck

JAMA Otolaryngology–Head & Neck Surgery.2021; 147(12): 1100. CrossRef

Safety and efficacy of the BNT162b mRNA COVID-19 vaccine in patients with chronic lymphocytic leukemia

Ohad Benjamini, Lior Rokach, Gilad Itchaki, Andrei Braester, Lev Shvidel, Neta Goldschmidt, Shirley Shapira, Najib Dally, Abraham Avigdor, Galia Rahav, Yaniv Lustig, Shirley Shapiro Ben David, Riva Fineman, Alona Paz, Osnat Bairey, Aaron Polliack, Ilana L

The Induced Smoothed lasso: A practical framework for hypothesis testing in high dimensional regression

Giovanna Cilluffo, Gianluca Sottile, Stefania La Grutta, Vito MR Muggeo

Statistical Methods in Medical Research.2020; 29(3): 765. CrossRef

Risk Factors for Keratinocyte Carcinoma in Recipients of Allogeneic Hematopoietic Cell Transplants

Jeffrey F. Scott, Kevin R. Brough, Konstantin V. Grigoryan, John G. Muzic, Grace Y. Kim, Rosalynn R. Z. Conic, Sheena T. Hill, Jerry D. Brewer, Christian L. Baum, Mark R. Litzow, William J. Hogan, Mrinal S. Patnaik, Shahrukh K. Hashmi, Hillard M. Lazarus,

High Lifetime Prevalence of Syphilis in Men Who Have Sex With Men and Transgender Women Versus Low Lifetime Prevalence in Female Sex Workers in Lima, Peru

Phoebe Hung, Ethan Osias, Kelika A. Konda, Gino M. Calvo, E. Michael Reyes-Díaz, Silver K. Vargas, Cameron Goldbeck, Carlos F. Caceres, Jeffrey D. Klausner

Sexually Transmitted Diseases.2020; 47(8): 549. CrossRef

An advanced prediction model for postoperative complications and early implant failure

Balazs Feher, Stefan Lettner, Georg Heinze, Florian Karg, Christian Ulm, Reinhard Gruber, Ulrike Kuchler

Clinical Oral Implants Research.2020; 31(10): 928. CrossRef

Development and validation of delirium prediction model for critically ill adults parameterized to ICU admission acuity

Stephana J. Cherak, Andrea Soo, Kyla N. Brown, E. Wesley Ely, Henry T. Stelfox, Kirsten M. Fiest, Tobias Eckle

Diagnosis of thyroid nodules for ultrasonographic characteristics indicative of malignancy using random forest

Dan Chen, Jun Hu, Mei Zhu, Niansheng Tang, Yang Yang, Yuran Feng

Development of cancer prognostic signature based on pan-cancer proteomics

Weiguo Huang, Jianhui Chen, Wanqing Weng, Yukai Xiang, Hongqi Shi, Yunfeng Shan

A radiomics nomogram for the prediction of overall survival in patients with hepatocellular carcinoma after hepatectomy

Qinqin Liu, Jing Li, Fei Liu, Weilin Yang, Jingjing Ding, Weixia Chen, Yonggang Wei, Bo Li, Lu Zheng

Radiomics Nomogram Building From Multiparametric MRI to Predict Grade in Patients With Glioma: A Cohort Study

Qiuyu Wang, Qingneng Li, Rui Mi, Hai Ye, Heye Zhang, Baodong Chen, Ye Li, Guodong Huang, Jun Xia

Journal of Magnetic Resonance Imaging.2019; 49(3): 825. CrossRef

Lasso Regression for the Prediction of Intermediate Outcomes Related to Cardiovascular Disease Prevention Using the TRANSIT Quality Indicators

Cynthia Khanji, Lyne Lalonde, Céline Bareil, Marie-Thérèse Lussier, Sylvie Perreault, Mireille E. Schnitzer

Data Analytics and Machine Learning for Disease Identification in Electronic Health Records

Evaluation of an Algorithm for Identifying Ocular Conditions in Electronic Health Record Data

Joshua D. Stein, Moshiur Rahman, Chris Andrews, Joshua R. Ehrlich, Shivani Kamat, Manjool Shah, Erin A. Boese, Maria A. Woodward, Jeff Cowall, Edward H. Trager, Prabha Narayanaswamy, David A. Hanauer

A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models

Evangelia Christodoulou, Jie Ma, Gary S. Collins, Ewout W. Steyerberg, Jan Y. Verbakel, Ben Van Calster

Journal of Clinical Epidemiology.2019; 110: 12. CrossRef

Feasible analysis of gene expression –a computational based classification for breast cancer

V. Nandagopal, S. Geeitha, K. Vinoth Kumar, J. Anbarasi

The DNA methylation profile of non-coding RNAs improves prognosis prediction for pancreatic adenocarcinoma

Jie Zhang, Keqing Shi, Weiguo Huang, Wanqing Weng, Zhongjing Zhang, Yangyang Guo, Tuo Deng, Yukai Xiang, Xiaofeng Ni, Bicheng Chen, Mengtao Zhou

Comparison of the Diagnostic Performance of Breast Ultrasound and CAD Using BI-RADS Descriptors and Quantitative Variables