pypi: MissForest | Projects | Ecosyste.ms: Papers

10.1007/s00406-021-01291-7

Differential psychological response to the COVID-19 pandemic in psychiatric inpatients compared to a non-clinical population from Germany
Cited by: 7
Author(s): Stephanie Rek, Daniel Freeman, Matthias Reinhard, Markus Bühner, Sofie Grosen, Peter Falkai, Kristina Adorjan, Frank Padberg
Software Mentions: 9
Published: over 3 years ago

10.1007/s00122-017-3030-1

Predictive ability of genomic selection models in a multi-population perennial ryegrass training set using genotyping-by-sequencing
Cited by: 49
Author(s): Marty J. Faville, Siva Ganesh, Mingshu Cao, M. Z. Z. Jahufer, Timothy P. Bilton, H. S. Easton, Douglas L. Ryan, Jason A. K. Trethewey, M. P. Rolston, Andrew G. Griffiths, Roger Moraga, Casey Flay, Joana Schmidt, Rachel Tan, Brent Barrett
Software Mentions: 8
Published: about 7 years ago

10.3389/fonc.2020.603717

Enhanced Angiogenesis in Salivary Duct Carcinoma Ex-Pleomorphic Adenoma
Cited by: 6
Author(s): Takayoshi Suzuki, Satoshi Kano, Masanobu Suzuki, Shinichiro Yasukawa, Takatsugu Mizumachi, Nobuko Tsushima, Kanako C. Hatanaka, Yutaka Hatanaka, Yoshihiro Matsuno, Akihiro Homma
Software Mentions: 7
Published: almost 4 years ago

10.3390/jcm9082341

Targeted Urine Metabolomics for Monitoring Renal Allograft Injury and Immunosuppression in Pediatric Patients
Cited by: 12
Author(s): Tara K. Sigdel, Andrew Schroeder, Joshua Yang, Reuben D. Sarwal, Juliane Liberto, Minnie M. Sarwal
Software Mentions: 5
Published: over 4 years ago

10.2196/16077

Personalized Web-Based Cognitive Rehabilitation Treatments for Patients with Traumatic Brain Injury: Cluster Analysis
Cited by: 11
Author(s): Alejandro García-Rudolph, Alberto García-Molina, Eloy Opisso, Jose Maria Tormos Muñoz
Software Mentions: 5
Published: about 4 years ago

10.3390/ijerph18031333

Handling Complex Missing Data Using Random Forest Approach for an Air Quality Monitoring Dataset: A Case Study of Kuwait Environmental Data (2012 to 2018)
Cited by: 28
Author(s): Ahmad Alsaber, Jiazhu Pan, Adeeba Al‐Hurban
Software Mentions: 5
Published: almost 4 years ago

10.1186/s12864-015-2212-y

Accuracy of genomic selection for alfalfa biomass yield in different reference populations
Cited by: 100
Author(s): Paolo Annicchiarico, Nelson Espinoza N., Xuehui Li, Yanling Wei, L. Pecetti, E. Charles Brummer
Software Mentions: 5
Published: about 9 years ago

10.1371/journal.pone.0187344

Assessing risk of fibrosis progression and liver-related clinical outcomes among patients with both early stage and advanced chronic hepatitis C
Cited by: 23
Author(s): Monica A. Konerman, Dongxia Lu, Yiwei Zhang, Mary Thomson, Ji Zhu, Aashesh Verma, Boang Liu, Nizar Talaat, Ulysses Balis, Peter Higgins, Anna S. Lok, Akbar K. Waljee
Software Mentions: 5
Published: about 7 years ago

10.1186/s12874-020-01080-1

Accuracy of random-forest-based imputation of missing data in the presence of non-normality, non-linearity, and interaction
Cited by: 68
Author(s): Shangzhi Hong, Henry Lynn
Software Mentions: 5
Published: over 4 years ago

10.3389/fimmu.2021.647688

Epigenetic Features of HIV-Induced T-Cell Exhaustion Persist Despite Early Antiretroviral Therapy
Cited by: 12
Author(s): Geneviève Martin, Debattama R. Sen, Matthew Pace, Nicola Robinson, Jodi Meyerowitz, Emily Adland, John Thornhill, Mathew Jones, Ane Ogbe, Lucia Parolini, Natalia Olejniczak, Panagiota Zacharopoulou, Helen Brown, Christian Willberg, Nneka Nwokolo, Julie Fox, Sarah Fidler, W. Nicholas Haining, John Frater
Software Mentions: 5
Published: over 3 years ago

10.1186/s12859-014-0346-6

Missing value imputation in high-dimensional phenomic data: imputable or not, and how?
Cited by: 98
Author(s): Serena G. Liao, Yan Lin, Dongwan Kang, Divay Chandra, Jessica Bon, Naftali Kaminski, Frank C. Sciurba, George C. Tseng
Software Mentions: 5
Published: about 10 years ago

10.1186/s12859-021-04138-z

Dynamic model updating (DMU) approach for statistical learning model building with missing data
Cited by: 3
Author(s): Richa Jain, Wei Xu
Software Mentions: 4
Published: over 3 years ago

10.3389/fdata.2021.693869

TSI-GNN: Extending Graph Neural Networks to Handle Missing Data in Temporal Settings
Cited by: 3
Author(s): D. Benjamin Gordon, Panayiotis Petousis, Henry Zheng, Davina Zamanzadeh, Alex A. T. Bui
Software Mentions: 4
Published: over 3 years ago

10.1371/journal.pone.0249771

OptiMissP: A dashboard to assess missingness in proteomic data-independent acquisition mass spectrometry
Cited by: 6
Author(s): Angelica Arioli, Arianna Dagliati, Bethany Geary, Niels Peek, Philip A. Kalra, Anthony D. Whetton, Nophar Geifman
Software Mentions: 4
Published: over 3 years ago

10.3390/biology10090825

The Evolution of Trait Disparity during the Radiation of the Plant Genus Macrocarpaea (Gentianaceae) in the Tropical Andes
Cited by: 2
Author(s): Julien Vieu, Darina Koubínová, Jason R. Grant
Software Mentions: 4
Published: over 3 years ago

10.1186/s12967-020-02319-7

A LASSO-derived risk model for long-term mortality in Chinese patients with acute coronary syndrome
Cited by: 18
Author(s): Yiming Li, Zhuo-lun Li, Fei Chen, Qi Liu, Yong Peng, Mao Chen
Software Mentions: 4
Published: over 4 years ago

10.1038/s41598-018-24271-9

Recurrent Neural Networks for Multivariate Time Series with Missing Values
Cited by: 1,110
Author(s): Zhengping Che, Sanjay Purushotham, Kyunghyun Cho, David Sontag, Yanping Liu
Software Mentions: 4
Published: over 6 years ago

10.3389/fnbeh.2021.701971

The Interplay Between Prenatal Adversity, Offspring Dopaminergic Genes, and Early Parenting on Toddler Attentional Function
Cited by: 1
Author(s): Eszter Székely, Alexia Jolicoeur‐Martineau, Leslie Atkinson, Robert D. Levitan, Meir Steiner, John Lydon, Alison S. Fleming, James L. Kennedy, Ashley Wazana
Software Mentions: 3
Published: over 3 years ago

10.1111/papt.12339

Exploring factors associated with personal recovery in bipolar disorder
Cited by: 6
Author(s): Jannis T. Kraiss, Peter M. ten Klooster, Emily K. Frye, Ralph Kupka, Ernst Thomas Bohlmeijer
Software Mentions: 3
Published: almost 4 years ago

10.1038/s41393-020-0428-4

Examining the complexity of functioning in persons with spinal cord injury attending first rehabilitation in Switzerland using structural equation modelling
Cited by: 3
Author(s): Jsabel Hodel, Cristina Ehrmann, Gerold Stucki, Jerome Bickenbach, Birgit Prodinger
Software Mentions: 3
Published: almost 5 years ago

10.1038/s41398-021-01606-1

Who benefits most from expectancy effects? A combined neuroimaging and antidepressant trial in depressed older adults
Cited by: 3
Author(s): Sigal Zilcha‐Mano, Meredith L. Wallace, Patrick J. Brown, Joel R. Sneed, Steven P. Roose, Bret R. Rutherford
Software Mentions: 3
Published: over 3 years ago

10.1186/s12891-020-03534-5

A prospective observational study on trajectories and prognostic factors of mid back pain
Cited by: 2
Author(s): Christina Knecht, Sonja Hartnack, Beate Sick, Fabienne Riner, Petra Schweinhardt, Brigitte Wirth
Software Mentions: 2
Published: over 4 years ago

10.3389/fgene.2021.691274

ImputEHR: A Visualization Tool of Imputation for the Prediction of Biomedical Data
Cited by: 2
Author(s): Yi‐Hui Zhou, Ehsan Saghapour
Software Mentions: 2
Published: over 3 years ago

10.1007/s10994-020-05921-4

CPAS: the UK’s national machine learning-based hospital capacity planning system for COVID-19
Cited by: 22
Author(s): Zhaozhi Qian, Ahmed M. Alaa, Mihaela van der Schaar
Software Mentions: 2
Published: about 4 years ago

10.1186/s12887-018-1082-2

Development and validation of a diagnostic model for early differentiation of sepsis and non-infectious SIRS in critically ill children - a data-driven approach using machine-learning algorithms
Cited by: 54
Author(s): Florian Lamping, Thomas Jack, Nicole Rübsamen, Michael Sasse, Philipp Beerbaum, Rafael Mikolajczyk, Martin Boehne, André Karch
Software Mentions: 2
Published: almost 7 years ago

10.3390/s21175739

A Survey on Data-Driven Predictive Maintenance for the Railway Industry
Cited by: 29
Author(s): Narjes Davari, Bruno Veloso, Gustavo de Assis Costa, P. Pereira, Rita P. Ribeiro, João Gama
Software Mentions: 2
Published: over 3 years ago

10.1038/s41598-018-22660-8

Microbial metagenome of urinary tract infection
Cited by: 72
Author(s): Ahmed Moustafa, Weizhong Li, Harinder Singh, Kelvin Moncera, Manolito Torralba, Yonghao Yu, Oriol Manuel, William H. Biggs, J. Craig Venter, Karen E. Nelson, Rembert Pieper, Amalio Telenti
Software Mentions: 2
Published: almost 7 years ago

10.3390/ijerph18094943

The Comprehensive Machine Learning Analytics for Heart Failure
Cited by: 10
Author(s): Chao-Yu Guo, Min Wu, Hao‐Min Cheng
Software Mentions: 2
Published: over 3 years ago

10.1002/jcsm.12683

The composition of the gut microbiome differs among community dwelling older people with good and poor appetite
Cited by: 16
Author(s): Natalie Cox, Ruth C E Bowyer, Mary Ní Lochlainn, Philippa M Wells, Helen Roberts, Claire J. Steves
Software Mentions: 2
Published: almost 4 years ago

10.2196/17977

Data Imputation and Body Weight Variability Calculation Using Linear and Nonlinear Methods in Data Collected From Digital Smart Scales: Simulation and Validation Study
Cited by: 11
Author(s): Jake Turicchi, Ruairi O’Driscoll, Graham Finlayson, Cristiana Duarte, António Labisa Palmeira, Sofus C. Larsen, Berit Lilienthal Heitmann, R. James Stubbs
Software Mentions: 2
Published: over 4 years ago

10.3389/fpubh.2019.00215

UniMóvil: A Mobile Health Clinic Providing Primary Care to the Colonias of the Rio Grande Valley, South Texas
Cited by: 11
Author(s): Eron G. Manusov, Vincent P. Diego, Jacob Smith, Jesus R. Garza, John Lowdermilk, John Blangero, Sarah Williams‐Blangero, F Fernandez
Software Mentions: 2
Published: over 5 years ago

10.1371/journal.pone.0215841

Factors affecting lifetime reproduction, long-term territory-specific reproduction, and estimation of habitat quality in northern goshawks
Cited by: 6
Author(s): Richard T. Reynolds, Jeffrey S. Lambert, Shannon L. Kay, Jamie S. Sanderlin, Benjamin J. Bird
Software Mentions: 2
Published: over 5 years ago

10.1371/journal.pone.0243487

Missing value imputation in proximity extension assay-based targeted proteomics data
Cited by: 5
Author(s): Michael Lenz, Andreas Schulz, Thomas Koeck, Steffen Rapp, Markus Nagler, Madeleine Sauer, Lisa Eggebrecht, Vincent ten Cate, Marina Panova‐Noeva, Jürgen H. Prochaska, Karl J. Lackner, Thomas Münzel, Kirsten Leineweber, Philipp S. Wild, Miguel A. Andrade‐Navarro
Software Mentions: 2
Published: about 4 years ago

10.3389/fpubh.2019.00201

Modeling Long-Term Graft Survival With Time-Varying Covariate Effects: An Application to a Single Kidney Transplant Centre in Johannesburg, South Africa
Cited by: 7
Author(s): Okechinyere J. Achilonu, June Fabian, Eustasius Musenge
Software Mentions: 2
Published: over 5 years ago

10.1186/s12874-021-01272-3

Generative adversarial networks for imputing missing data for big data clinical research
Cited by: 18
Author(s): Weinan Dong, Daniel Yee Tak Fong, Jin-Sun Yoon, Eric Yuk Fai Wan, Lynn Bedford, Eric Ho Man Tang, Cindy Lo Kuen Lam
Software Mentions: 2
Published: over 3 years ago

10.1016/j.dib.2021.107265

Dataset for multidimensional assessment to incentivise decentralised energy investments in Sub-Saharan Africa
Cited by: 4
Author(s): A. Bender, Magda Moner‐Girona, William E. Becker, Katalin Bódis, S. Szabó, A.G. Kararach, Laura Díaz Anadón
Software Mentions: 2
Published: over 3 years ago

10.1534/g3.112.005363

Imputation of Unordered Markers and the Impact on Genomic Selection Accuracy
Cited by: 143
Author(s): Jessica Rutkoski, Jesse Poland, Jean‐Luc Jannink, Mark E. Sorrells
Software Mentions: 2
Published: almost 12 years ago

10.21203/rs.3.rs-126892/v1

Federated Learning used for predicting outcomes in SARS-COV-2 patients
Cited by: 16
Author(s): Mona G. Flores, Ittai Dayan, Holger R. Roth, Aoxiao Zhong, Ahmed Harouni, Amilcare Gentili, Anas Z. Abidin, Andy Liu, Anthony Costa, Bradford J. Wood, Chien‐Sung Tsai, Chih‐Hung Wang, Chun‐Nan Hsu, C K Lee, Colleen Ruan, Daguang Xu, Dufan Wu, Eddie Huang, Felipe Kitamura, Griffin Lacey, Gustavo César de Antônio Corradi, Hao-Hsin Shin, Hirofumi Obinata, Rutai Hui, Jason C. Crane, Jesse Tetreault, Jiahui Guan, John W. Garrett, Jung Gil Park, Keith Dreyer, Krishna Juluru, Kristopher Kersten, Márcio Aloisio Bezerra Cavalcanti Rockenbach, Marius George Linguraru, Masoom A. Haider, Meena AbdelMaseeh, Nicola Rieke, Pablo F. Damasceno, Pedro Mário Cruz e Silva, Po-Chuan Wang, Sheng Xu, Shuichi Kawano, Sira Sriswa, Soo Young Park, Thomas M. Grist, Varun Buch, Watsamon Jantarabenjakul, Weichung Wang, Won Young Tak, Xiang Li, Xihong Lin, Fred Kwon, Fiona J. Gilbert, Joshua D. Kaggie, Quanzheng Li, Abood Quraini, Andrew Feng, Andrew N. Priest, Barış Türkbey, Benjamin S. Glicksberg, Bernardo C. Bizzo, Byung Seok Kim, Carlos Tor-Díez, Chia-Cheng Lee, Chia‐Jung Hsu, Chin Lin, Chin-Lun Lai, Christopher P. Hess, Colin B. Compas, Deepi Bhatia, Eric K. Oermann, Evan Leibovitz, Hisashi Sasaki, Hitoshi Mori, Isaac Yang, Jae Ho Sohn, Krishna Nand Keshava Murthy, Li‐Chen Fu, Matheus R. F. Mendonça, Mike Fralick, Min Kyu Kang, Mohammad Adil, Natalie Gangai, Peerapon Vateekul, Pierre Elnajjar, Sarah Hickman, Sharmila Majumdar, Shelley McLeod, Sheridan L. Reed, Stefan Gräf, Stephanie Harmon, Tatsuhiko Kodama, Thanyawee Puthanakit, Tony Mazzulli, Vitor de Lima Lavor, Yothin Rakvongthai, Yu Rim Lee, Yuhong Wen
Software Mentions: 2
Published: almost 4 years ago

10.3389/fpubh.2021.694306

Predicting Colorectal Cancer Recurrence and Patient Survival Using Supervised Machine Learning Approach: A South African Population-Based Study
Cited by: 7
Author(s): Okechinyere J. Achilonu, June Fabian, Brendan Bebington, Elvira Singh, Gideon Nimako, Marinus J.C. Eijkemans, Eustasius Musenge
Software Mentions: 1
Published: over 3 years ago

10.1002/acn3.51208

Machine learning prediction of the adverse outcome for nontraumatic subarachnoid hemorrhage patients
Cited by: 10
Author(s): Decai Yu, George W. Williams, David Aguilar, José‐Miguel Yamal, Vahed Maroufy, Xueying Wang, Chenguang Zhang, Yu-Ting Huang, Yuxuan Gu, Yashar Talebi, Hulin Wu
Software Mentions: 1
Published: about 4 years ago

10.1016/j.arrct.2021.100121

Identification of Classes of Functioning Trajectories and Their Predictors in Individuals With Spinal Cord Injury Attending Initial Rehabilitation in Switzerland
Cited by: 1
Author(s): Jsabel Hodel, Cristina Ehrmann, Anke Scheel‐Sailer, Gerold Stucki, Jerome Bickenbach, Birgit Prodinger
Software Mentions: 1
Published: over 3 years ago

10.1186/s12913-017-2445-3

Work stress associated cool down reactions among nurses and hospital physicians and their relation to burnout symptoms
Cited by: 41
Author(s): Arndt Büssing, Zarah Falkenberg, Carina Schoppe, Daniela Rodrigues Recchia, Désirée Poier
Software Mentions: 1
Published: over 7 years ago

10.1186/s40708-019-0099-0

Predicting the course of Alzheimer’s progression
Cited by: 37
Author(s): Samuel Iddi, Dan Li, Paul S. Aisen, Michael S. Rafii, Wesley K. Thompson, Michael C. Donohue
Software Mentions: 1
Published: over 5 years ago

10.1371/journal.pone.0213653

Cardiovascular disease risk prediction using automated machine learning: A prospective study of 423,604 UK Biobank participants
Cited by: 270
Author(s): Ahmed M. Alaa, Thomas Bolton, Emanuele Di Angelantonio, James H.F. Rudd, Mihaela van der Schaar
Software Mentions: 1
Published: over 5 years ago

10.1371/journal.pone.0038782

Social Inequalities of Functioning and Perceived Health in Switzerland–A Representative Cross-Sectional Analysis
Cited by: 13
Author(s): Jan D. Reinhardt, Erik von Elm, Christine Fekete, Johannes Siegrist
Software Mentions: 1
Published: over 12 years ago

10.1186/s40163-018-0086-4

Towards a ‘smart’ cost–benefit tool: using machine learning to predict the costs of criminal justice policy interventions
Cited by: 6
Author(s): Matthew Manning, Gabriel T. W. Wong, Timothy Graham, Thilina Ranbaduge, Peter Christen, Kerry Taylor, Richard Wortley, Toni Makkai, Pierre Skorich
Software Mentions: 1
Published: about 6 years ago

10.1155/2017/8165219

The Relationship between VEGFA and TGFB1 Polymorphisms and Target Lesion Revascularization after Elective Percutaneous Coronary Intervention
Cited by: 5
Author(s): Tadeusz Osadnik, Andrzej Lekston, Kamil Bujak, Joanna Katarzyna Strzelczyk, Lech Poloński, Mariusz Gąsior
Software Mentions: 1
Published: almost 8 years ago

10.3389/fgene.2021.624128

Deep Learning Enables Fast and Accurate Imputation of Gene Expression
Cited by: 14
Author(s): Ramón Viñas, Tiago Azevedo, Eric R. Gamazon, Píetro Lió
Software Mentions: 1
Published: over 3 years ago

10.3389/fmed.2021.650259

Frailty Index in the Colonias on the US-Mexico Border: A Special Report
Cited by: 3
Author(s): Eron G. Manusov, Carolina Gomez de Ziegler, Vincent P. Diego, Gerardo Munoz-Monaco, Sarah Williams‐Blangero
Software Mentions: 1
Published: over 3 years ago

10.3389/fpsyg.2020.564158

Maternal Anxiety Symptoms and Self-Regulation Capacity Are Associated With the Unpredictability of Maternal Sensory Signals in Caregiving Behavior
Cited by: 5
Author(s): Eeva Holmberg, Taija Teppola, Marjukka Pajulo, Elysia Poggi Davis, Saara Nolvi, Eeva‐Leena Kataja, Eija Sinervä, Linnéa Karlsson, Hasse Karlsson, Riikka Korja
Software Mentions: 1
Published: about 4 years ago

10.1186/s13028-016-0261-0

Farm characteristics and management routines related to neonatal porcine diarrhoea: a survey among Swedish piglet producers
Cited by: 10
Author(s): Jenny Larsson, Nils Fall, Maria Lindberg, Magdalena Jacobson
Software Mentions: 1
Published: about 8 years ago

10.1001/jamanetworkopen.2020.23780

Development, Validation, and Evaluation of a Simple Machine Learning Model to Predict Cirrhosis Mortality
Cited by: 40
Author(s): Fasiha Kanwal, Thomas J. Taylor, Jennifer R. Kramer, Yumei Cao, Donna Smith, Allen L. Gifford, Hashem B. El–Serag, Aanand D. Naik, Steven M. Asch
Software Mentions: 1
Published: about 4 years ago

Projects: pypi: MissForest

Papers Mentioning MissForest 52