Minimum sample size for developing a multivariable prediction model: PART II - binary and time-to-event outcomes

Riley, Richard D, Snell, Kym IE, Ensor, Joie, Burke, Danielle L, Harrell Jr, Frank E, Moons, Karel GM, Collins, Gary S·2019·Statistics in Medicine

Cited by (1,002)

Items 201–300 of 1,002

  1. Predicting pain and function outcomes in people consulting with shoulder pain: the PANDA-S clinical cohort and qualitative study protocol
    Gwenllian Wynne‐Jones, Helen Myers, Alison Hall, Chris Littlewood, Susie Hennings, Benjamin Saunders, Milica Bucknall, Sue M Jowett, Richard D Riley, Simon Wathall et al. · 2021 · BMJ Open
  2. Uncertainty and the Value of Information in Risk Prediction Modeling
    Mohsen Sadatsafavi, Tae Yoon Lee, Paul Gustafson · 2022 · Medical Decision Making
  3. Prediction of all-cause mortality for chronic kidney disease patients using four models of machine learning
    Nu Thuy Dung Tran, Margaux Balezeaux, Maelys Granal, Denis P. Fouque, Michel Ducher, Jean‐Pierre Fauvel · 2022 · Nephrology Dialysis Transplantation
  4. Prognostic Models in Nephrology: Where Do We Stand and Where Do We Go from Here? Mapping Out the Evidence in a Scoping Review
    Jet Milders, Chava L. Ramspek, Roemer J. Janse, Willem Jan W. Bos, Joris I. Rotmans, Friedo Wilhelm Dekker, Merel van Diepen · 2023 · Journal of the American Society of Nephrology
  5. Predictive model for a second hip fracture occurrence using natural language processing and machine learning on electronic health records
    Ricardo Larrainzar‐Garijo, Esther Fernández-Tormos, Carlos Alberto Collado-Escudero, María Alcantud Ibáñez, F. Oñorbe, Judith Marín‐Corral, David Casadevall, David Donaire-Gonzalez, Luisa María Martínez-Sánchez, Lucía Cabal‐Hierro et al. · 2024 · Scientific Reports
  6. Challenges in predictive modelling of chronic kidney disease: A narrative review
    Sukhanshi Khandpur, Prabhakar Mishra, Shambhavi Mishra, Swasti Tiwari · 2024 · World Journal of Nephrology
  7. A tutorial for joint modeling of longitudinal and time-to-event data in R
    Sezen Cekic, Stephen Aichele, Andreas M. Brandmaier, Ylva Köhncke, Paolo Ghisletta · 2021 · Quantitative and Computational Methods in Behavioral Sciences
  8. Hypo–High‐Density Lipoproteinemia Is Associated With Preoperative Tear Size and With Postoperative Retear in Large to Massive Rotator Cuff Tears
    Hyung Bin Park, Ji-Yong Gwark, Byung Hoon Kwack, Jaehoon Jung · 2020 · Arthroscopy The Journal of Arthroscopic and Related Surgery
  9. COVID-19 Outcome Prediction and Monitoring Solution for Military Hospitals in South Korea: Development and Evaluation of an Application
    JoonNyung Heo, Ji Ae Park, Deokjae Han, Hyung‐Jun Kim, Daeun Ahn, Beomman Ha, Woong Seog, Yu Rang Park · 2020 · Journal of Medical Internet Research
  10. COVID-19 prediction models should adhere to methodological and reporting standards
    Professor Gary S. Collins, Maarten van Smeden, Richard D Riley · 2020 · European Respiratory Journal
  11. Reporting methods of observational cohort studies in CMI
    Mical Paul, Angela Csaki Huttner, Julia Anna Bielicki, Jesús Rodríguez‐Baño, André C. Kalil, Mariska Leeflang, Luigia Scudeller, Leonard Leibovici · 2020 · Clinical Microbiology and Infection
  12. Development and External Validation of a Model to Predict Overall Survival in Patients With Resected Gallbladder Cancer
    Elise A. J. de Savornin Lohman, Tessa J.J. de Bitter, Gerjon Hannink, Marianne F. T. Wietsma, Elisa M. Vink‐Börger, Irıs D. Nagtegaal, Thomas J. Hugh, Anthony James Gill, Nazim Bhimani, Mahsa Seyed Ahadi et al. · 2021 · Annals of Surgery
  13. Development and External Validation of the STRATified CANcer Surveillance (STRATCANS) Multivariable Model for Predicting Progression in Men with Newly Diagnosed Prostate Cancer Starting Active Surveillance
    Alexander Light, Artitaya Lophatananon, Alexandra Keates, Vineetha Thankappannair, Tristan Barrett, Jose Luis Dominguez-Escrig, Jose Rubio‐Briones, Toufik Benheddi, Jonathan Olivier, Arnauld A. Villers et al. · 2022 · Journal of Clinical Medicine
  14. Dynamic updating of clinical survival prediction models in a changing environment
    Kamaryn Tanner, Ruth H. Keogh, Carol A. C. Coupland, Julia Hippisley‐Cox, Karla Diaz‐Ordaz · 2023 · Diagnostic and Prognostic Research
  15. Early detection of pancreatic cancer: Study design and analytical considerations in biomarker discovery and early phase validation studies
    Lynette M. Smith, Douglas W. Mahoney, William R. Bamlet, Fang Yu, Suyu Liu, Michael Goggins, Sourat Darabi, Shounak Majumder, Qiao-Li Wang, Gregory A. Coté et al. · 2024 · Pancreatology
  16. Differential Impact of Aging on Cardiovascular Risk in Women Military Service Members
    Xiaofei Chen, Bala Ramanan, Shirling X. Tsai, Haekyung Jeon‐Slaughter · 2020 · Journal of the American Heart Association
  17. Multiparametric Data-driven Imaging Markers: Guidelines for Development, Application and Reporting of Model Outputs in Radiomics
    Xiaofeng Wang, G. Pennello, N. Desouza, E. Huang, A. Buckler, H. Barnhart, J. Delfino, D. Raunig, Lu Wang, Alexander R. Guimaraes et al. · 2022 · Academic Radiology
  18. Vital signs-based deterioration prediction model assumptions can lead to losses in prediction performance
    Robin D. Blythe, Rex Parsons, Adrian Gerard Barnett, Steven McPhail, Nicole Marie White · 2023 · Journal of Clinical Epidemiology
  19. Severity Indices of Diquat Poisoning for Triage and Prognosis in Acute Diquat Poisoning: A Multicenter Prospective Cohort Study
    Yuewei Ling, Zhengsheng Mao, Wen Liu, Chuhan Zhou, Jinquan Li, Lili Jiang, Meng Li, Hongmei Zhao, Shinan Nie, Chao Wu et al. · 2025 · Annals of Emergency Medicine
  20. Predictive index for adverse perinatal outcome in pregnancies complicated by fetal growth restriction
    Jennifer E. Powel, Emily W. Zantow, Matthew F. Bialko, Lauren G. Farley, Megan L. Lawlor, Samantha J. Mullan, Laura K. Vricella, Tracy M. Tomlinson · 2022 · Ultrasound in Obstetrics and Gynecology
  21. Development and External Validation of a Multivariable Prediction Model to Identify Nondiabetic Hyperglycemia and Undiagnosed Type 2 Diabetes: Diabetes Risk Assessment in Dentistry Score (DDS)
    Zehra Yonel, Thomas Kocher, Iain Chapple, Thomas Dietrich, Henry Völzke, Matthias A. Nauck, Professor Gary S. Collins, Laura J. Gray, Birte Holtfreter · 2022 · Journal of Dental Research
  22. Updates on Quantitative MRI of Diffuse Liver Disease: A Narrative Review
    Marta Zerunian, Francesco Pucciarelli, Benedetta Masci, Francesco Siciliano, Michela Polici, Benedetta Bracci, Gisella Guido, Tiziano Polidori, Domenico De Santis, Andrea Laghi et al. · 2022 · BioMed Research International
  23. Influence of Joint Line Level on Clinical Outcomes and Range of Motion in Total Ankle Arthroplasty
    Joaquín Palma, Isabel R. Shaffrey, Jaeyoung Kim, Agnes D. Cororaton, Jensen K. Henry, Scott Jacob Ellis, Constantine A. Demetracopoulos · 2023 · Foot & Ankle International
  24. Predicting risk of endometrial cancer in asymptomatic women (PRECISION): Model development and external validation
    Sarah Kitson, Emma Jayne Crosbie, D. Gareth Evans, A. Lophatananon, Kenneth Ross Muir, Darren Mark Ashcroft, Evangelos Kontopantelis, Glen Philip Martin · 2023 · BJOG An International Journal of Obstetrics & Gynaecology
  25. Development and internal validation of a clinical risk tool to predict chronic postsurgical pain in adults: a prospective multicentre cohort study
    Nicholas Papadomanolakis‐Pakis, Simon Haroutounian, Johan Kløvgaard Sørensen, Charlotte Runge, Lone Dragnes Brix, Christian Fynbo Christiansen, Lone Nikolajsen · 2024 · Pain
  26. Identification of COVID-19 patients at risk of hospital admission and mortality: a European multicentre retrospective analysis of mid-regional pro-adrenomedullin
    Emanuela Sozio, Nathan A. Moore, Martina Fabris, Andrea Ripoli, Francesca Rumbolo, Marilena Minieri, Riccardo Boverio, María Dolores Rodríguez Mulero, Sara Lainez-Martinez, Mónica Martínez Martínez et al. · 2022 · Respiratory Research
  27. Preoperative risk assessment does not allow to predict root filling length using machine learning: A longitudinal study
    Sascha Rudolf Herbst, Chantal S. Herbst, Falk Schwendicke · 2022 · Journal of Dentistry
  28. Strategies to optimise machine learning classification performance when using biomechanical features
    Bernard X. W. Liew, Florian Pfisterer, David Rügamer, Xiaojun Zhai · 2024 · Journal of Biomechanics
  29. Development and internal validation of a dynamic fall risk prediction and monitoring tool in aged care using routinely collected electronic health data: a landmarking approach
    Nasir Wabe, Isabelle Meulenbroeks, Guogui Huang, S. Sandun M. Silva, Len Gray, Jacqueline Close, Stephen R. Lord, Johanna Irene Westbrook · 2024 · Journal of the American Medical Informatics Association
  30. Development of a risk prediction model for postpartum onset of type 2 diabetes mellitus, following gestational diabetes; the lifestyle InterVention in gestational diabetes (LIVING) study
    Yitayeh Belsti, Lisa Moran, Rebecca F. Goldstein, Aya Mousa, Shamil D. Cooray, Susanne Baker, Yashdeep Gupta, Anushka A Patel, Nikhil Tandon, Saumiyah Ajanthan et al. · 2024 · Clinical Nutrition
  31. Using machine learning to predict judgments on Western visual art along content-representational and formal-perceptual attributes
    Blanca T. M. Spee, Helmut Leder, Jan Mikuni, Frank Scharnowski, Matthew J. Pelowski, David Steyrl · 2024 · PLoS ONE
  32. Steady‐state pharmacokinetic and pharmacodynamic profiling of colistin in critically ill patients with multi‐drug–resistant gram‐negative bacterial infections, along with differences in clinical, microbiological and safety outcome
    Kishna Ram, Salim Sheikh, Rahul Kumar Bhati, Chakra Dhar Tripathi, Jagdish Chander Suri, Girish Gulab Meshram · 2020 · Basic & Clinical Pharmacology & Toxicology
  33. Development, validation and clinical usefulness of a prognostic model for relapse in relapsing-remitting multiple sclerosis
    Konstantina Chalkou, Ewout Willem Steyerberg, Patrick M. Bossuyt, Suvitha Subramaniam, Pascal Benkert, Jens Kühle, Giulio Disanto, Ludwig Kappos, Chiara Zecca, Matthias Egger et al. · 2021 · Diagnostic and Prognostic Research
  34. Pre-Operative Predictors for Discharge to Post-Acute Care Facilities After Total Knee Arthroplasty
    Chan X. Zeng, Ryan C. Koonce, Heather M. Tavel, Suzanne E. Argosino, Denise A. Kiepe, Ella E. Lyons, Morgan A. Ford, Claudia Steiner · 2021 · The Journal of Arthroplasty
  35. A predictor model of treatment resistance in schizophrenia using data from electronic health records
    Giouliana Kadra-Scalzo, Daniela Fonseca de Freitas, Deborah Agbedjro, Emma Francis, Isobel Ridler, Megan Pritchard, Hitesh Shetty, Aviv Segev, Cecilia Casetta, Sophie E. Smart et al. · 2022 · PLoS ONE
  36. Development and Validation of Risk Prediction Model for In-hospital Mortality Among Patients Hospitalized With Acute Exacerbation Chronic Obstructive Pulmonary Disease Between 2015 and 2019
    Fen Dong, Xiaoxia Ren, Ke Huang, Yanyan Wang, Jianjun Jiao, Ting Yang · 2021 · Frontiers in Medicine
  37. Determining prognostic variables of treatment outcome in obsessive–compulsive disorder: effectiveness and its predictors in routine clinical care
    Philipp Herzog, Bernhard Osen, Christian M. G. Stierle, Thomas Middendorf, Ulrich Voderholzer, Stefan Koch, Matthias Feldmann, Winfried Rief, Eva‐Lotta Brakemeier · 2021 · European Archives of Psychiatry and Clinical Neuroscience
  38. Optimizing the timing of management interventions against fall armyworm in African smallholder maize: Modelling the pattern of larval population emergence and development
    Alyssa J. Lowry, Léna Durocher-Granger, MaryLucy Oronje, Daniel L. Mutisya, Tibonge Mfune, Christine K Gitonga, Monde Musesha, Bryony Taylor, Suzy V. Wood, Duncan Chacha et al. · 2022 · Crop Protection
  39. Predicting in-hospital death in pneumonic COPD exacerbation via BAP-65, CURB-65 and machine learning
    Akihiro Shiroshita, Yuya Kimura, Hiroshi Shiba, Chigusa Shirakawa, Kenya Sato, Shinya Matsushita, Keisuke Tomii, Yuki Kataoka · 2021 · ERJ Open Research
  40. Venlafaxine XR treatment for older patients with major depressive disorder: decision trees for when to change treatment
    Helena Kyunghee Kim, Daniel M. Blumberger, Jordan F. Karp, Eric J. Lenze, Charles F. Reynolds, Benoit H. Mulsant · 2022 · Evidence-Based Mental Health
  41. Full Blood Count Trends for Colorectal Cancer Detection in Primary Care: Development and Validation of a Dynamic Prediction Model
    Pradeep Singh Virdee, Julietta Patnick, Peter Watkinson, Tim Holt, Jacqueline Birks · 2022 · Cancers
  42. The added values of 18F-FDG PET/CT in differentiating cancer recurrence and osteoradionecrosis of mandible in patients with treated oral squamous cell carcinoma
    Nai-Ming Cheng, Chien‐Yu Lin, Chun‐Ta Liao, Din‐Li Tsan, Shu‐Hang Ng, Tzu‐Chen Yen · 2023 · EJNMMI Research
  43. Postpartum readmission for hypertension and pre‐eclampsia: development and validation of a predictive model
    Kartik Kailas Venkatesh, John Eric Jelovsek, Matthew Hoffman, A. Jenna Beckham, Ghamar Bitar, Arielle M. Friedman, Kim Boggess, David M. Stamilio · 2023 · BJOG An International Journal of Obstetrics & Gynaecology
  44. Prognostic models for surgical-site infection in gastrointestinal surgery: systematic review
    Kenneth A McLean, Tanvi Goel, Samuel Lawday, Aya Riad, Joana F. F. Simoes, Stephen Richard Knight, Dhruva Ghosh, James C Glasbey, Aneel A Bhangu, Ewen Munro Harrison · 2023 · British journal of surgery
  45. Prognostic models predicting transition to psychotic disorder using blood-based biomarkers: a systematic review and critical appraisal
    Jonah F. Byrne, D. Mongan, Jennifer Murphy, C. Healy, M. Föcking, M. Cannon, David R. Cotter · 2023 · medRxiv
  46. CT-based pancreatic radiomics predicts secondary loss of response to infliximab in biologically naïve patients with Crohn’s disease
    Tian Yang, Jing Chun Feng, Ruchen Yao, Qi Feng, Jun Shen · 2024 · Insights into Imaging
  47. Development and external validation of the eFalls tool: a multivariable prediction model for the risk of ED attendance or hospitalisation with a fall or fracture in older adults
    Lucinda Archer, Samuel David Relton, Ashley Akbari, Kate Best, Milica Bucknall, Simon Conroy, Miriam Hattle, Joe Hollinghurst, Sara Humphrey, Ronan Anthony Lyons et al. · 2024 · Age and Ageing
  48. Postoperative Medial Malleolar Fractures in Total Ankle Replacement Are Associated With Decreased Medial Malleolar Width and Varus Malalignment: A Case-Control Study
    Joaquín Palma, Isabel R. Shaffrey, Jaeyoung Kim, Agnes D. Cororaton, Jensen K. Henry, Scott Jacob Ellis, Constantine A. Demetracopoulos · 2024 · Foot & Ankle International
  49. Prediction models for acute kidney injury following liver transplantation: A systematic review and critical appraisal
    Jingying Huang, Jiaojiao Chen, Jin Yang, Mengbo Han, Zihao Xue, Yina Wang, Miaomiao Xu, Haiou Qi, Yuting Wang · 2024 · Intensive and Critical Care Nursing
  50. Perioperative risk scores: prediction, pitfalls, and progress
    Jonathan Bedford, Oliver Redfern, Benjamin O’Brien, Peter Watkinson · 2024 · Current Opinion in Anaesthesiology
  51. Foundations of Machine Learning-Based Clinical Prediction Modeling: Part III—Model Evaluation and Other Points of Significance
    Victor E. Staartjes, Julius M. Kernbach · 2021 · Acta neurochirurgica. Supplementum
  52. External validation and extension of the Early Prediction of Functional Outcome after Stroke (EPOS) prediction model for upper limb outcome 3 months after stroke
    Janne Marieke Veerbeek, Johannes Pohl, Andreas Rüdiger Luft, Jeremia P. O. Held · 2022 · PLoS ONE
  53. Preoperative risk score for prediction of long-term outcomes after hepatectomy for intrahepatic cholangiocarcinoma: Report of a collaborative, international-based, external validation study
    Raffaele Brustia, Serena Langella, Takayuki Kawai, Gilton Marques Fonseca, Astrid Schielke, Fabio Colli, Vívian Resende, Francesco Fleres, Didier Roulin, Paul Leyman et al. · 2019 · European Journal of Surgical Oncology
  54. Development and internal validation of risk prediction model of metabolic syndrome in oil workers
    Jie Wang, Chao Li, Jing Li, Sheng Qin, Chunlei Liu, Jiaojiao Wang, Zhe Chen, Jianhui Wu, Guoli Wang · 2020 · BMC Public Health
  55. Artificial intelligence, machine learning and mental health
    Jaime Delgadillo, Dana Atzil–Slonim · 2022 · Elsevier eBooks
  56. Using COVID‐19 cycle threshold and other lab values as predictors of hospitalization need
    Ramamahesh Seeni, Tarek R. Firzli, Mark S. Riddle, Charles Krasner, Sara Ashraf, Faisal A Siddiqui · 2021 · Journal of Medical Virology
  57. Patients With Femoral Neck Fractures Are at Risk for Conversion to Arthroplasty After Internal Fixation: A Machine‐learning Algorithm
    Anouk van de Kuit, Jacobien H. F. Oosterhoff, Hidde Dijkstra, Sheila Sprague, Sofia Bzovsky, Mohit Bhandari, Marc F. Swiontkowski, Emil H. Schemitsch, Frank F. A. IJpma, Rudolf Wilhelm Poolman et al. · 2022 · Clinical Orthopaedics and Related Research
  58. Revisiting Forgotten Fire Tests: Causal Inference and Counterfactuals for Learning Idealized Fire-Induced Response of RC Columns
    Mohannad Zeyad Naser, Aybike Özyüksel Çiftçioğlu · 2023 · Fire Technology
  59. Systematic review highlights high risk of bias of clinical prediction models for blood transfusion in patients undergoing elective surgery
    Paula Dhiman, Jie Ma, Victoria Naomi Gibbs, Alexandros Rampotas, Hassan Kamal, Sahar Arshad, Shona Kirtley, Carolyn J. Doree, Michael F. Murphy, Professor Gary S. Collins et al. · 2023 · Journal of Clinical Epidemiology
  60. Sample size determination for prediction models via learning‐type curves
    Alimu Dayimu, Nikola Simidjievski, Nikolaos Demiris, Jean Abraham · 2024 · Statistics in Medicine
  61. Predicting post-hepatectomy liver failure in patients with hepatocellular carcinoma: nomograms based on deep learning analysis of gadoxetic acid-enhanced MRI
    Boryeong Jeong, Subin Heo, Seung Soo Lee, Seon‐Ok Kim, Yong Moon Shin, Kang Mo Kim, Tae‐Yong Ha, Dong‐Hwan Jung · 2024 · European Radiology
  62. Development and internal validation of an AI-based emergency triage model for predicting critical outcomes in emergency department
    Sitthiprawiat, Patipan, Wittayachamnankul, Borwon, Sirikul, Wachiranun, Laohavisudhi, Korsin · 2025 · Scientific Reports
  63. Pre- and during- labour predictors of dystocia in active phase of labour: a case-control study
    Jila Nahaee, Fatemeh Abbasalizadeh, Mojgan Mirghafourvand‬‬‬‬‬‬‬‬‬‬‬‬‬‬, Sakineh Mohammad‐Alizadeh‐Charandabi · 2020 · BMC Pregnancy and Childbirth
  64. Predictive Factors of Detectable Viral Load in HIV-Infected Patients
    Audrey Bouchard, François Bourdeau, Julien Roger, Vincent-Thierry Taillefer, Nancy L. Sheehan, Mireille E. Schnitzer, Guanbo Wang, Imma Judy Jean Baptiste François, Rachel Therrien · 2021 · AIDS Research and Human Retroviruses
  65. Clinical prediction models for methotrexate treatment outcomes in patients with rheumatoid arthritis: A systematic review and meta-analysis
    Celina K Gehringer, Glen Philip Martin, Kimme Leanne Hyrich, Suzanne M. M. Verstappen, Jamie C. Sergeant · 2022 · Seminars in Arthritis and Rheumatism
  66. Prevalence, pathophysiology, prediction and health-related quality of life of long COVID: study protocol of the longitudinal multiple cohort CORona Follow Up (CORFU) study
    Chahinda Ghossein‐Doha, Marieke S. J. N. Wintjens, Emma B N J Janssen, Dorthe O. Klein, Stella C M Heemskerk, Folkert Wouter Asselbergs, Erwin Birnie, Gouke J. Bonsel, Bas C. T. van Bussel, Jochen Cals et al. · 2022 · BMJ Open
  67. Prediction Model for Recurrence After Endoscopic Sinus Surgery in Chronic Rhinosinusitis With Nasal Polyps
    Virat Kirtsreesakul, Paramee Thongsuksai, Nuttha Sanghan, Chakapan Promsopa · 2025 · American Journal of Rhinology and Allergy
  68. Adverse neurological events after sodium tetradecyl sulfate foam sclerotherapy – A prospective, observational study of 8056 treatments
    Huw Davies, Mike R Watkins, Richard Oliver, Sarah Berhane, Andrew W. Bradbury · 2021 · Phlebology The Journal of Venous Disease
  69. Prognostic Models in Medicine
    Aleksander Sergeevich Luchinin · 2023 · Clinical oncohematology
  70. Identifying Predictive Risk Factors for Future Cognitive Impairment Among Chinese Older Adults: Longitudinal Prediction Study
    Collin Sakal, Tingyou Li, Juan Li, Xinyue Li · 2024 · JMIR Aging
  71. A nomogram for predicting postoperative delirium in pediatric patients following cardiopulmonary bypass: A prospective observational study
    Nan Lin, Meng Lv, Shujun Li, Yujun Xiang, Jiahuan Li, Hongzhen Xu · 2024 · Intensive and Critical Care Nursing
  72. Cross‐Sectional Brain Age Assessments Are Limited in Predicting Future Brain Change
    Max Korbmacher, D. Vidal-Piñeiro, Meng-Yun Wang, D. van der Meer, T. Wolfers, Hajer Nakua, E. Eikefjord, O. Andreassen, L. Westlye, I. Maximov · 2025 · Human Brain Mapping
  73. Telehealth satisfaction among patients with chronic diseases: a cross-sectional analysis
    Abdelaziz Said Hendy, Sally Mohammed Farghaly Abdelaliem, Ahmed Mohamed Sabri Zaher, Bothayna N. Sadek, Abdulqadir J. Nashwan, Mohammed Musaed Al‐Jabri, Ahmad Faheem Ahmeda, Ahmed Hendy, Amany Anwar Saeed Alabdullah, Shaban Majed Sinnokrot · 2025 · PeerJ
  74. A look into how machine learning is reshaping engineering models: the rise of analysis paralysis, optimal yet infeasible solutions, and the inevitable Rashomon paradox
    Mohannad Zeyad Naser · 2025 · Machine learning for computational science and engineering
  75. No association between perceived exertion and session duration with hamstring injury occurrence in professional football
    Lorenzo Lolli, Roald Bahr, Matthew Weston, Rod J. Whiteley, Montassar Tabben, Daniele Bonanno, Warren A. Gregson, Karim Chamari, Valter Di Salvo, Nicol van Dyk · 2019 · Scandinavian Journal of Medicine and Science in Sports
  76. Development and Internal Validation of Fatty Liver Prediction Models in Obese Children and Adolescents
    Giorgio Bedogni, Sofia Tamini, Diana Caroli, Sabrina Cicolini, Marco Domenicali, Alessandro Sartório · 2021 · Journal of Clinical Medicine
  77. Development and external validation of a clinical prediction model to aid coeliac disease diagnosis in primary care: An observational study
    Martha Maria Christine Elwenspoek, Rachel O’Donnell, Joni Jackson, Hazel Everitt, Peter Michael Gillett, Alastair D Hay, Hayley E. Jones, Gerry G Robins, Jessica Watson, Susan Mallett et al. · 2022 · EClinicalMedicine
  78. Anti-tumor necrosis factor therapy is associated with attenuated humoral response to SARS-COV-2 vaccines in patients with inflammatory bowel disease
    Filipa Bordalo Ferreira, Maria Ana Rafael, Lúcia Coimbra, Nazaré Boavida, Fernando Arrobas, Fábio Pereira Correia, Luísa Figueiredo, Joana C. Branco, Luís Carvalho Lourenço, Liliana Santos et al. · 2023 · Vaccine
  79. Treatment effects may remain the same even when trial participants differed from the target population
    Mike J Bradburn, Ellen C Lee, David Alexander White, Daniel Hind, Norman R Waugh, Deborah D. Cooke, David Hopkins, Peter Mansell, Simon R. Heller · 2020 · Journal of Clinical Epidemiology
  80. Development and validation of a prognostic model incorporating [18F]FDG PET/CT radiomics for patients with minor salivary gland carcinoma
    Nai-Ming Cheng, Rodney Cheng-En Hsieh, Yu-Hua Dean Fang, Chun‐Ta Liao, Shu‐Hang Ng, Hung‐Ming Wang, Wen‐Chi Chou, Chien‐Yu Lin, Tzu‐Chen Yen · 2020 · EJNMMI Research
  81. A prognostic model predicted deterioration in health-related quality of life in older patients with multimorbidity and polypharmacy
    Ana Isabel González‐González, Andreas Daniel Meid, Truc Sophia Dinh, Jeanet W. Blom, Marjan van den Akker, Petra J. M. Elders, Ulrich Thiem, Daniela Kuellenberg de Gaudry, Karin M. A. Swart, Henrik Rudolf et al. · 2020 · Journal of Clinical Epidemiology
  82. Vancomycin-impregnated calcium sulfate beads compared with vancomycin powder in adult spinal deformity patients undergoing thoracolumbar fusion
    Grace X. Xiong, Harold A. Fogel, Daniel G. Tobert, Thomas Cha, Joseph Hasbrouck Schwab, Christopher M. Bono, Stuart H. Hershman · 2020 · North American Spine Society Journal (NASSJ)
  83. Aggresomes predict poor outcomes and implicate proteostasis in the pathogenesis of pediatric choroid plexus tumors
    Nada Amer, Hala Taha, Dina Hesham, Nouran Al‐Shehaby, Amal Mosaab, Mohamed Soudy, Aya Osama, Noura Mahmoud, Moatasem El‐Ayadi, Ayda A. Youssef et al. · 2021 · Journal of Neuro-Oncology
  84. Development and internal validation of prognostic models for recovery in patients with non-specific neck pain presenting in primary care
    Roel W. Wingbermühle, Alessandro Chiarotto, Emiel van Trijffel, Bart Willem Koes, Arianne Petra Verhagen, Martijn W. Heymans · 2021 · Physiotherapy
  85. A clinical prediction model to identify children at risk for revisits with serious illness to the emergency department: A prospective multicentre observational study
    Ruud Nijman, Dorine Borensztajn, Joany M. Zachariasse, Carine Hajema, Paulo Freitas, Susanne Greber‐Platzer, Frank J. Smit, Cláudio F. Alves, Johan van der Lei, Ewout Willem Steyerberg et al. · 2021 · PLoS ONE
  86. Development of a prognostic model for 1-year survival after fragile hip fracture in Chinese
    Hairui Fu, Bin Liang, Wei Qin, Xiaoxiong Qiao, Qiang Liu · 2021 · Journal of Orthopaedic Surgery and Research
  87. Association between time to advanced airway management and survival during pediatric out-of-hospital cardiac arrest
    Naoko Ohashi-Fukuda, Tatsuma Fukuda, Kent Doi · 2022 · Resuscitation Plus
  88. Prediction of the penalty kick direction in men’s soccer
    Bernat Buscà, Raúl Hileno, Biel Nadal, Jorge Serna · 2022 · International Journal of Performance Analysis in Sport
  89. New Guidelines for Data Reporting and Statistical Analysis: Helping Authors With Transparency and Rigor in Research
    Tuan V. Nguyen, Fernando Rivadeneira, Roberto Civitelli · 2019 · Journal of Bone and Mineral Research
  90. Role of Deindividuation Between Perceived Crowding and Tourist Behaviors: Moderating Effect of Environmental Knowledge
    WooMi Jo, Yuxuan Lin, Pengsongze Xue, Marion Joppe · 2024 · International Journal of Tourism Research
  91. Development and Validation of a Nomogram for the Prediction of Unfavorable Treatment Outcome Among Multi-Drug Resistant Tuberculosis Patients in North West Ethiopia: An Application of Prediction Modelling
    Denekew Tenaw Anley, Temesgen Yihunie Akalu, Mehari Woldemariam Merid, Tewodros Tsegaye · 2022 · Infection and Drug Resistance
  92. Considerations for Analyzing and Interpreting Data from Biometric Monitoring Technologies in Clinical Trials
    Bohdana Ratitch, Isaac Rogelio Rodriguez-Chavez, Abhishek Dabral, Adriano Fontanari, Julio Vega, Francesco Onorati, Benjamin Vandendriessche, Stuart Morton, Yasaman Damestani, Yasaman Damestani · 2022 · Digital Biomarkers
  93. Proteomic Biomarkers for the Prediction of Transition to Psychosis in Individuals at Clinical High Risk: A Multi-cohort Model Development Study
    Jonah F. Byrne, Colm Healy, Melanie Föcking, Subash Raj Susai, David Mongan, Kieran J. Wynne, Eleftheria Kodosaki, Meike Heurich, Lieuwe de Haan, Ian Bernard Hickie et al. · 2024 · Schizophrenia Bulletin
  94. Integrating Machine Learning Models into Building Codes and Standards: Establishing Equivalence through Engineering Intuition and Causal Logic
    Mohannad Zeyad Naser · 2024 · Journal of Structural Engineering
  95. Factors Associated with Academic Advisors’ Burnout
    Krista M. Soria, Elise Kokenge, Cassandra A. Heath, Erin C. Standley, Shannon J.F. Wilson, Jacob R. Connley, Aaron I. Agramon · 2023 · NACADA Journal
  96. Machine-learning diagnostic models for ovarian tumors
    Yuwei Sun, Bin Wen · 2024 · Heliyon
  97. Accessible model predicts response in hormone receptor positive HER2 negative breast cancer receiving neoadjuvant chemotherapy
    Luca Mastrantoni, Giovanna Garufi, Giulia Giordano, Noemi Maliziola, Elena Di Monte, Giorgia Arcuri, Valentina Frescura, Angelachiara Rotondi, Armando Orlandi, Luisa Carbognin et al. · 2025 · npj Breast Cancer
  98. Development and validation of a risk score in acute myocardial infarction-related cardiogenic shock
    E. Peters, J. Kunkel, M. Bogerd, S. Ten Berg, M. Timmermans, O. Helgestad, H. Ravn, A. Kraaijeveld, L. Otterspoor, K. Sjauw et al. · 2025 · European heart journal. Acute cardiovascular care
  99. Bridging Traditional-Statistics and Machine-Learning Approaches in Psychology: Navigating Small Samples, Measurement Error, Nonindependent Observations, and Missing Data
    Rosa Ellen Lavelle-Hill, Gavin Smith, Kou Murayama · 2025 · Advances in Methods and Practices in Psychological Science
  100. Development and International Evaluation of an Artificial Intelligence–based Model (PROGRxN-BCa) Using the World Health Organization 2004/2022 Grading System to Predict Progression Risk and Improve Substratification for Non–muscle-invasive Bladder Cancer
    Jethro C.C. Kwong, Zizo Al‐Daqqaq, Yashan Chelliahpillai, Soomin Lee, Kellie J. Kim, Maximiliano Ringa, Andrew H. Feifer, Katherine Lajkosz, Marian S. Wettstein, Amy Chan et al. · 2025 · European Urology