Ecosyste.ms: Papers
An open API service providing mapping between scientific papers and software projects that are mentioned in them.
All mentions data is based on the CZI Software Mentions dataset.
Projects: pypi: MissForest
https://packages.ecosyste.ms/registries/pypi.org/packages/MissForest
Best imputation method.
3 versions
Latest release: over 1 year ago
585 downloads last month
Papers Mentioning MissForest 52
10.1007/s00406-021-01291-7
Differential psychological response to the COVID-19 pandemic in psychiatric inpatients compared to a non-clinical population from GermanyCited 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-sequencingCited 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: almost 7 years ago
10.3389/fonc.2020.603717
Enhanced Angiogenesis in Salivary Duct Carcinoma Ex-Pleomorphic AdenomaCited 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: over 3 years ago
10.3390/jcm9082341
Targeted Urine Metabolomics for Monitoring Renal Allograft Injury and Immunosuppression in Pediatric PatientsCited 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 AnalysisCited 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 populationsCited by: 100
Author(s): Paolo Annicchiarico, Nelson Espinoza N., Xuehui Li, Yanling Wei, L. Pecetti, E. Charles Brummer
Software Mentions: 5
Published: almost 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 CCited 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: almost 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 interactionCited 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 TherapyCited 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 dataCited 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 SettingsCited by: 3
Author(s): D. Benjamin Gordon, Panayiotis Petousis, Henry Zheng, Davina Zamanzadeh, Alex A. T. Bui
Software Mentions: 4
Published: about 3 years ago
10.1371/journal.pone.0249771
OptiMissP: A dashboard to assess missingness in proteomic data-independent acquisition mass spectrometryCited 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 AndesCited by: 2
Author(s): Julien Vieu, Darina Koubínová, Jason R. Grant
Software Mentions: 4
Published: about 3 years ago
10.1186/s12967-020-02319-7
A LASSO-derived risk model for long-term mortality in Chinese patients with acute coronary syndromeCited 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 ValuesCited 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 FunctionCited 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 disorderCited by: 6
Author(s): Jannis T. Kraiss, Peter M. ten Klooster, Emily K. Frye, Ralph Kupka, Ernst Thomas Bohlmeijer
Software Mentions: 3
Published: over 3 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 modellingCited by: 3
Author(s): Jsabel Hodel, Cristina Ehrmann, Gerold Stucki, Jerome Bickenbach, Birgit Prodinger
Software Mentions: 3
Published: over 4 years ago
10.1038/s41398-021-01606-1
Who benefits most from expectancy effects? A combined neuroimaging and antidepressant trial in depressed older adultsCited 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: about 3 years ago
10.1186/s12891-020-03534-5
A prospective observational study on trajectories and prognostic factors of mid back painCited by: 2
Author(s): Christina Knecht, Sonja Hartnack, Beate Sick, Fabienne Riner, Petra Schweinhardt, Brigitte Wirth
Software Mentions: 2
Published: about 4 years ago
10.3389/fgene.2021.691274
ImputEHR: A Visualization Tool of Imputation for the Prediction of Biomedical DataCited 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-19Cited by: 22
Author(s): Zhaozhi Qian, Ahmed M. Alaa, Mihaela van der Schaar
Software Mentions: 2
Published: almost 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 algorithmsCited by: 54
Author(s): Florian Lamping, Thomas Jack, Nicole Rübsamen, Michael Sasse, Philipp Beerbaum, Rafael Mikolajczyk, Martin Boehne, André Karch
Software Mentions: 2
Published: over 6 years ago
10.3390/s21175739
A Survey on Data-Driven Predictive Maintenance for the Railway IndustryCited by: 29
Author(s): Narjes Davari, Bruno Veloso, Gustavo de Assis Costa, P. Pereira, Rita P. Ribeiro, João Gama
Software Mentions: 2
Published: about 3 years ago
10.1038/s41598-018-22660-8
Microbial metagenome of urinary tract infectionCited 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: over 6 years ago
10.3390/ijerph18094943
The Comprehensive Machine Learning Analytics for Heart FailureCited 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 appetiteCited 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: over 3 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 StudyCited 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: about 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 TexasCited 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: about 5 years ago
10.1371/journal.pone.0215841
Factors affecting lifetime reproduction, long-term territory-specific reproduction, and estimation of habitat quality in northern goshawksCited 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 dataCited 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: almost 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 AfricaCited 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 researchCited 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 AfricaCited 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 AccuracyCited by: 143
Author(s): Jessica Rutkoski, Jesse Poland, Jean‐Luc Jannink, Mark E. Sorrells
Software Mentions: 2
Published: over 11 years ago
10.21203/rs.3.rs-126892/v1
Federated Learning used for predicting outcomes in SARS-COV-2 patientsCited 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 StudyCited 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 patientsCited 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 SwitzerlandCited 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 symptomsCited by: 41
Author(s): Arndt Büssing, Zarah Falkenberg, Carina Schoppe, Daniela Rodrigues Recchia, Désirée Poier
Software Mentions: 1
Published: about 7 years ago
10.1186/s40708-019-0099-0
Predicting the course of Alzheimer’s progressionCited 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 participantsCited 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 AnalysisCited 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 interventionsCited 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 InterventionCited 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 ExpressionCited 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 ReportCited by: 3
Author(s): Eron G. Manusov, Carolina Gomez de Ziegler, Vincent P. Diego, Gerardo Munoz-Monaco, Sarah Williams‐Blangero
Software Mentions: 1
Published: about 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 BehaviorCited 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: almost 4 years ago
10.1186/s13028-016-0261-0
Farm characteristics and management routines related to neonatal porcine diarrhoea: a survey among Swedish piglet producersCited by: 10
Author(s): Jenny Larsson, Nils Fall, Maria Lindberg, Magdalena Jacobson
Software Mentions: 1
Published: almost 8 years ago
10.1001/jamanetworkopen.2020.23780
Development, Validation, and Evaluation of a Simple Machine Learning Model to Predict Cirrhosis MortalityCited 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