Works about TREATMENT effect heterogeneity

Results: 366

Personalized Treatment Response in Progressive MS: Can the Patient's Profile Influence the Outcome?

Published in:

Brain & Behavior, 2025, v. 15, n. 6, p. 1, doi. 10.1002/brb3.70459

By:

Bovis, Francesca;
Kappos, Ludwig;
Arnould, Sophie;
Karlsson, Goeril;
Sormani, Maria Pia

Publication type:

Article

A partially heterogeneous weighted fusion learning method for potential heterogeneous treatment effect in multi-site survival study.

Published in:

BMC Medical Research Methodology, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12874-025-02612-3

By:

Huang, Chen;
Wei, Kecheng;
Yu, Yongfu;
Qin, Guoyou

Publication type:

Article

Treating Small Vessel PCNSV with Cyclophosphamide.

Published in:: Neurology Alert, 2025, v. 44, n. 11, p. 1
Publication type:: Article

Decomposing identification gains and evaluating instrument identification power for partially identified average treatment effects.

Published in:

Econometric Reviews, 2025, v. 44, n. 7, p. 915, doi. 10.1080/07474938.2025.2460540

By:

Zhang, Lina;
Frazier, David T.;
Poskitt, D.S.;
Zhao, Xueyan

Publication type:

Article

肝移植受者症状特征的潜在类别分析.

Published in:

Chinese Nursing Research, 2025, v. 39, n. 5, p. 732, doi. 10.12102/j.issn.1009-6493.2025.05.004

By:

陈潇;
张玉侠;
张晓云;
徐嫣嫣;
孙丽骏;
沈韵;
裘洁;
潘亭;
俞静娴

Publication type:

Article

Causal Inference with Complex Surveys: A Unified Perspective on Sample Selection and Exposure Selection.

Published in:

American Statistician, 2025, v. 79, n. 2, p. 173, doi. 10.1080/00031305.2024.2423814

By:

Nattino, Giovanni;
Ashmead, Robert;
Lu, Bo

Publication type:

Article

A Primer on Deep Learning for Causal Inference.

Published in:

Sociological Methods & Research, 2025, v. 54, n. 2, p. 397, doi. 10.1177/00491241241234866

By:

Koch, Bernard J.;
Sainburg, Tim;
Geraldo Bastías, Pablo;
Jiang, Song;
Sun, Yizhou;
Foster, Jacob G.

Publication type:

Article

Covariance Regression Models for Studying Treatment Effect Heterogeneity Across One or More Outcomes: Understanding How Treatments Shape Inequality.

Published in:

Sociological Methods & Research, 2021, v. 50, n. 3, p. 1034, doi. 10.1177/0049124119882449

By:

Bloome, Deirdre;
Schrage, Daniel

Publication type:

Article

Toward Enhanced Methodological Rigor: Addressing Limitations in the Comparative Analysis of Probiotics and Antidepressants for Major Depressive Disorder Management.

Published in:

Nutrition Reviews, 2025, v. 83, n. 5, p. 965, doi. 10.1093/nutrit/nuae117

By:

Junior, Sergio Andre de Souza;
Zancheta, Stella Barbanti;
Nogueira, Guilherme Nobre;
Souza, Fabio Gomes de Matos e

Publication type:

Article

Probiotics for adults with major depressive disorder compared with antidepressants: a systematic review and network meta-analysis.

Published in:

Nutrition Reviews, 2025, v. 83, n. 1, p. 72, doi. 10.1093/nutrit/nuad171

By:

Zhao, Shilin;
Liang, Suisha;
Tao, Jun;
Peng, Ye;
Chen, Siqi;
Wai, Hogan K F;
Chung, Feng-Ying;
Sin, Zhen Y;
Wong, Matthew K L;
Haqq, Andrea M;
Chang, Wing C;
Ni, Michael Y;
Chan, Francis K L;
Ng, Siew C;
Tun, Hein M

Publication type:

Article

High-dose oral vitamin D supplementation for prevention of infections in children aged 0 to 59 months: a systematic review and meta-analysis.

Published in:

Nutrition Reviews, 2024, v. 82, n. 5, p. 579, doi. 10.1093/nutrit/nuad082

By:

Carboo, Janet Adede;
Dolman-Macleod, Robin Claire;
Malan, Linda;
Lombard, Martani Johanni

Publication type:

Article

Achieving Better Understanding of Obstructive Sleep Apnea Treatment Effects on Cardiovascular Disease Outcomes through Machine Learning Approaches: A Narrative Review.

Published in:

Journal of Clinical Medicine, 2024, v. 13, n. 5, p. 1415, doi. 10.3390/jcm13051415

By:

Cohen, Oren;
Kundel, Vaishnavi;
Robson, Philip;
Al-Taie, Zainab;
Suárez-Fariñas, Mayte;
Shah, Neomi A.

Publication type:

Article

Comparison of the Response to Neoadjuvant Therapy Between Immunohistochemistry HER2 (3+) and HER2 (2+)/ISH+ Early-Stage Breast Cancer: A Retrospective Multicenter Cohort Study.

Published in:

Oncologist, 2024, v. 29, n. 7, p. e877, doi. 10.1093/oncolo/oyae047

By:

Jiao, Dechuang;
Li, Guangyu;
Dai, Hao;
Wang, Jia;
Zhang, Jiao;
Hou, Yangyang;
Guo, Xuhui;
Zhao, Yajie;
Gong, Xilong;
Liu, Zhenzhen

Publication type:

Article

Sub-phenotyping in critical care: a valuable strategy or methodologically fragile path?

Published in:

Intensive Care Medicine Experimental, 2025, v. 13, n. 1, p. 1, doi. 10.1186/s40635-025-00769-1

By:

Smit, Jim M.;
Jonkman, Annemijn H.;
Krijthe, Jesse H.

Publication type:

Article

Identifying novel clinical phenotypes of acute respiratory distress syndrome using trajectories of daily fluid balance: a secondary analysis of randomized controlled trials.

Published in:

European Journal of Medical Research, 2024, v. 29, n. 1, p. 1, doi. 10.1186/s40001-024-01866-9

By:

Wu, Fei;
Shi, Suqin;
Wang, Zixuan;
Wang, Yurong;
Xia, Le;
Feng, Qingling;
Hang, Xin;
Zhu, Min;
Zhuang, Jinqiang

Publication type:

Article

Most hospitalised patients with type 2 diabetes benefit from continuous glucose monitoring compared to point‐of‐care glucose testing in a non‐intensive care unit setting: A heterogeneity of treatment effect analysis.

Published in:

Diabetes, Obesity & Metabolism, 2025, v. 27, n. 5, p. 2857, doi. 10.1111/dom.16297

By:

Olsen, Mikkel Thor;
Jensen, Signe Hjejle;
Rasmussen, Louise Mathorne;
Klarskov, Carina Kirstine;
Lindegaard, Birgitte;
Andersen, Jonas Askø;
Gottlieb, Hans;
Lunding, Suzanne;
Hansen, Katrine Bagge;
Pedersen‐Bjergaard, Ulrik;
Kristensen, Peter Lommer

Publication type:

Article

Heterogeneous blood pressure treatment effects on cognitive decline in type 2 diabetes: A machine learning analysis of a randomized clinical trial.

Published in:

Diabetes, Obesity & Metabolism, 2025, v. 27, n. 3, p. 1432, doi. 10.1111/dom.16145

By:

Zhao, Xuan;
Xu, Xiaoli;
Wang, Siyu;
Zhang, Xiaoyun;
Zheng, Ruizhi;
Wang, Kan;
Xiang, Yu;
Wang, Tiange;
Zhao, Zhiyun;
Li, Mian;
Zheng, Jie;
Xu, Min;
Lu, Jieli;
Bi, Yufang;
Xu, Yu

Publication type:

Article

A comment on "Metformin in the Diabetes Prevention Program 3‐year trial: The cost‐effectiveness that never was".

Published in:

Diabetes, Obesity & Metabolism, 2025, v. 27, n. 3, p. 1626, doi. 10.1111/dom.16124

By:

Herman, William H.;
Kuo, Shihchen;
Zhang, Ping

Publication type:

Article

Some patients with type 2 diabetes may benefit from intensive glycaemic and blood pressure control: A post‐hoc machine learning analysis of ACCORD trial data.

Published in:

Diabetes, Obesity & Metabolism, 2024, v. 26, n. 4, p. 1502, doi. 10.1111/dom.15453

By:

Jiao, Tianze;
Kianmehr, Hamed;
Lin, Yilu;
Li, Piaopiao;
Singh Ospina, Naykky;
Ghayee, Hans K.;
Ruzieh, Mohammed;
Fonseca, Vivian;
Shi, Lizheng;
Zhang, Ping;
Shao, Hui

Publication type:

Article

Pharmacological interventions for the management of children and adolescents living with obesity—An update of a Cochrane systematic review with meta‐analyses.

Published in:

Pediatric Obesity, 2024, v. 19, n. 5, p. 1, doi. 10.1111/ijpo.13113

By:

Torbahn, Gabriel;
Jones, Andrew;
Griffiths, Alex;
Matu, Jamie;
Metzendorf, Maria‐Inti;
Ells, Louisa J.;
Gartlehner, Gerald;
Kelly, Aaron S.;
Weghuber, Daniel;
Brown, Tamara

Publication type:

Article

Royal Economic Society Annual Conference 2021 Sargan Lecture.

Published in:

Econometrics Journal, 2024, v. 27, n. 3, p. Ci, doi. 10.1093/ectj/utae017

By:

Abbring, Jaap H

Publication type:

Article

The value added of machine learning to causal inference: evidence from revisited studies.

Published in:

Econometrics Journal, 2024, v. 27, n. 2, p. 213, doi. 10.1093/ectj/utae004

By:

Baiardi, Anna;
Naghi, Andrea A

Publication type:

Article

Association of genetically predicted 486 blood metabolites on the risk of Alzheimer's disease: a Mendelian randomization study.

Published in:

Frontiers in Aging Neuroscience, 2024, p. 1, doi. 10.3389/fnagi.2024.1372605

By:

Qiqi Yang;
Xinyu Han;
Min Ye;
Tianxin Jiang;
Baoguo Wang;
Zhenfeng Zhang;
Fei Li

Publication type:

Article

Correction: Assessing Heterogeneity of Treatment Effect in Real-World Data.

Published in:: Annals of Internal Medicine, 2023, v. 176, n. 6, p. 882, doi. 10.7326/L23-0162
Publication type:: Article

Estimated Effect of Parathyroidectomy on Long-Term Kidney Function in Adults With Primary Hyperparathyroidism.

Published in:

Annals of Internal Medicine, 2023, v. 176, n. 5, p. 624, doi. 10.7326/M22-2222

By:

Seib, Carolyn D.;
Ganesan, Calyani;
Furst, Adam;
Pao, Alan C.;
Chertow, Glenn M.;
Leppert, John T.;
Suh, Insoo;
Montez-Rath, Maria E.;
Harris, Alex H.S.;
Trickey, Amber W.;
Kebebew, Electron;
Kurella Tamura, Manjula

Publication type:

Article

Assessing Heterogeneity of Treatment Effect in Real-World Data.

Published in:

Annals of Internal Medicine, 2023, v. 176, n. 4, p. 536, doi. 10.7326/M22-1510

By:

Segal, Jodi B.;
Varadhan, Ravi;
Groenwold, Rolf H.H.;
Li, Xiaojuan;
Nomura, Kaori;
Kaplan, Sigal;
Ardeshirrouhanifard, Shirin;
Heyward, James;
Nyberg, Fredrik;
Burcu, Mehmet

Publication type:

Article

Application of zero-inflated Poisson model with heterogeneous random effects to evaluate the effect of oral health education on pregnant women's dental caries: A longitudinal experimental study.

Published in:

Dental Research Journal, 2024, v. 21, n. 4, p. 1

By:

Gooraji, Somayeh Ahmadi;
Zayeri, Farid;
Sharifnejad, Yeganeh;
Ghorbani, Zahra;
Deghatipour, Marzie;
Meymeh, Maryam Heydarpour;
Baghban, Alireza Akbarzadeh

Publication type:

Article

Randomization Bias, Multi-Morbidity, and the Composite Clinical Score.

Published in:

2024

By:

Horwitz, Ralph I.;
Baker, James B.;
Ghatak, Arnab;
Cullen, Mark R.

Publication type:

Editorial

Characterizing Treatment Effect Heterogeneity Using Real‐World Data.

Published in:

Clinical Pharmacology & Therapeutics, 2025, v. 117, n. 5, p. 1209, doi. 10.1002/cpt.3627

By:

Thelen, Haedi;
Hennessy, Sean

Publication type:

Article

Using Machine Learning to Individualize Treatment Effect Estimation: Challenges and Opportunities.

Published in:

Clinical Pharmacology & Therapeutics, 2024, v. 115, n. 4, p. 710, doi. 10.1002/cpt.3159

By:

Curth, Alicia;
Peck, Richard W.;
McKinney, Eoin;
Weatherall, James;
van der Schaar, Mihaela

Publication type:

Article

The heterogeneity of T cell infiltration in human periapical lesions.

Published in:

BMC Oral Health, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12903-025-05621-2

By:

Song, Yao;
Li, Xinying;
Wang, Liu;
Song, Hongjie

Publication type:

Article

Prognostic value of platelet-to-lymphocyte ratio in patients with oral squamous cell carcinoma: a systematic review and meta-analysis.

Published in:

BMC Oral Health, 2024, v. 24, n. 1, p. 1, doi. 10.1186/s12903-024-05026-7

By:

Huang, Li;
Wu, Wenke;
Hu, Ge

Publication type:

Article

Effect of perioperative methylprednisolone administration on postoperative pleural effusion in older patients with non-small cell lung cancer.

Published in:

BMC Anesthesiology, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12871-025-02891-9

By:

Hao, Xinyu;
Guo, Yongxin;
Xu, Ziyao;
Song, Yanping;
Liu, Jingjing;
Shi, Likai;
Fu, Qiang;
Shi, Wenzhu;
Cao, Jiangbei;
Liu, Yanhong;
Tong, Li;
Mi, Weidong

Publication type:

Article

Leveraging Administrative Data to Study the Special Education Teacher Workforce.

Published in:

Remedial & Special Education, 2025, v. 46, n. 2, p. 118, doi. 10.1177/07419325241262971

By:

Gilmour, Allison F.;
Feng, Li;
Theobald, Roddy

Publication type:

Article

Policy Targeting under Network Interference.

Published in:

Review of Economic Studies, 2025, v. 92, n. 2, p. 1257, doi. 10.1093/restud/rdae041

By:

Viviano, Davide

Publication type:

Article

The built-in selection bias of hazard ratios formalized using structural causal models.

Published in:

Lifetime Data Analysis, 2024, v. 30, n. 2, p. 404, doi. 10.1007/s10985-024-09617-y

By:

Post, Richard A. J.;
van den Heuvel, Edwin R.;
Putter, Hein

Publication type:

Article

Do demographic structure conditions sector contribution to economic growth? A machine learning approach.

Published in:

Environment, Development & Sustainability, 2025, v. 27, n. 2, p. 2901, doi. 10.1007/s10668-023-04147-3

By:

Gildas, Ngueuleweu Tiwang;
paul, Ningaye;
Engwali, Fon Dorothy

Publication type:

Article

Lost Economic Output Due to High Bureaucratic Burden.

Published in:

EconPol Forum, 2024, v. 25, n. 6, p. 30

By:

Falck, Oliver;
Yuchen Mo Guo;
Pfaffl, Christian

Publication type:

Article

Effects of Psychoeducation on Caregivers of Individuals Experiencing Schizophrenia: A Systematic Review and Meta‐Analysis.

Published in:

International Journal of Mental Health Nursing, 2024, v. 33, n. 6, p. 1962, doi. 10.1111/inm.13421

By:

Chow, Jin Yin Alicia;
Yeo, Yu Ting Tracy;
Goh, Yong Shian

Publication type:

Article

Efficacy of resilience‐related psychological interventions in patients with long‐term diseases: A meta‐analysis of randomised controlled trials.

Published in:

International Journal of Mental Health Nursing, 2024, v. 33, n. 5, p. 1388, doi. 10.1111/inm.13334

By:

Janitra, Fitria Endah;
Chen, Ruey;
Lin, Hui‐Chen;
Sung, Chien‐Mei;
Chu, Hsin;
Lee, Chiu‐Kuei;
Niu, Shu‐Fen;
Liu, Hsin‐I.;
Chang, Li‐Fang;
Banda, Kondwani Joseph;
Chou, Kuei‐Ru

Publication type:

Article

Sodium oxybate – new views on an old candidate This presentation will outline the outcome of a clinical development program, including a Phase 3 study, on sodium oxybate in the treatment of alcohol dependence.

Published in:

2024

By:

Guiraud, J.

Publication type:

Abstract

A Multi-Site Cluster Randomized Controlled Trial Evaluating the Effect of CharacterStrong's PurposeFull People Elementary Program on Student Outcomes.

Published in:

Canadian Journal of School Psychology, 2025, v. 40, n. 2, p. 79, doi. 10.1177/08295735251340750

By:

Zhang, Yanchen;
Larson, Madeline;
Cook, Clayton R.

Publication type:

Article

Probing heterogeneity to identify individualized treatment approaches in autism: Specific clusters of executive function challenges link to distinct co-occurring mental health problems.

Published in:

Autism: The International Journal of Research & Practice, 2024, v. 28, n. 11, p. 2834, doi. 10.1177/13623613241246091

By:

Pugliese, Cara E;
Handsman, Rebecca;
You, Xiaozhen;
Anthony, Laura Gutermuth;
Vaidya, Chandan;
Kenworthy, Lauren

Publication type:

Article

Identification and validation the predictive biomarkers based on risk-adjusted control chart in gemcitabine with or without erlotinib for pancreatic cancer therapy.

Published in:

Frontiers in Genetics, 2024, p. 1, doi. 10.3389/fgene.2024.1497254

By:

Zhao, Aijun;
Tu, Dongsheng;
He, Ye;
Liu, Liu;
Wu, Bin;
Ren, Yixing

Publication type:

Article

Delaying high school start times impacts depressed mood among students: evidence from a natural experiment.

Published in:

Social Psychiatry & Psychiatric Epidemiology, 2024, v. 59, n. 11, p. 2073, doi. 10.1007/s00127-024-02694-2

By:

Sadikova, Ekaterina;
Widome, Rachel;
Robinson, Elise;
Aris, Izzuddin M.;
Tiemeier, Henning

Publication type:

Article

Opioid analgesics for nociceptive cancer pain: A comprehensive review.

Published in:

CA: A Cancer Journal for Clinicians, 2024, v. 74, n. 3, p. 286, doi. 10.3322/caac.21823

By:

Abdel Shaheed, Christina;
Hayes, Christopher;
Maher, Christopher G.;
Ballantyne, Jane C.;
Underwood, Martin;
McLachlan, Andrew J.;
Martin, Jennifer H.;
Narayan, Sujita W.;
Sidhom, Mark A.

Publication type:

Article

Responsibility for impairment shapes the perceived deservingness of welfare claimants with disabilities.

Published in:

Political Psychology, 2025, v. 46, n. 1, p. 105, doi. 10.1111/pops.12978

By:

Thorp, Joshua;
Larner, Jac

Publication type:

Article

Dynamic Marketing Uplift Modeling: A Symmetry-Preserving Framework Integrating Causal Forests with Deep Reinforcement Learning for Personalized Intervention Strategies.

Published in:

Symmetry (20738994), 2025, v. 17, n. 4, p. 610, doi. 10.3390/sym17040610

By:

Wang, Jiyuan;
Tan, Yutong;
Jiang, Bingying;
Wu, Bi;
Liu, Wenhe

Publication type:

Article

ESG Performance of Chinese Listed Enterprises Participating in the Belt and Road Initiative.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 6, p. 2776, doi. 10.3390/su17062776

By:

Zhang, Wenrui;
Biryukova, Olga

Publication type:

Article

How Does Green Factory Certification Affect Corporate Sustainability Performance: Evidence from China.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 1, p. 61, doi. 10.3390/su17010061

By:

Wang, Weining;
Zhang, Qi;
Hao, Jia

Publication type:

Article