cran: SuperLearner | Projects | Ecosyste.ms: Papers

10.3389/fimmu.2017.00445

Integration of Immune Cell Populations, mRNA-Seq, and CpG Methylation to Better Predict Humoral Immunity to Influenza Vaccination: Dependence of mRNA-Seq/CpG Methylation on Immune Cell Populations
Cited by: 15
Author(s): Michael T. Zimmermann, Richard B. Kennedy, Diane E. Grill, Ann L. Oberg, Krista M. Goergen, Inna G. Ovsyannikova, Iana H. Haralambieva, Gregory A. Poland
Software Mentions: 16
Published: over 7 years ago

10.1371/journal.pone.0095753

A Comparison of Supervised Machine Learning Algorithms and Feature Vectors for MS Lesion Segmentation Using Multimodal Structural MRI
Cited by: 41
Author(s): Elizabeth Sweeney, Joshua T. Vogelstein, Jennifer L. Cuzzocreo, Peter A. Calabresi, Daniel S. Reich, Ciprian M. Crainiceanu, Russell T. Shinohara
Software Mentions: 10
Published: over 10 years ago

10.1038/s41598-021-81110-0

G-computation and machine learning for estimating the causal effects of binary exposure statuses on binary outcomes
Cited by: 9
Author(s): Françoise Le Borgne, Arthur Chatton, Maxime Léger, Rémi Lenain, Yohann Foucher
Software Mentions: 10
Published: almost 4 years ago

10.1186/s12940-017-0310-9

Construction of environmental risk score beyond standard linear models using machine learning methods: application to metal mixtures, oxidative stress and cardiovascular disease in NHANES
Cited by: 73
Author(s): Sung Kyun Park, Zhangchen Zhao, Bhramar Mukherjee
Software Mentions: 9
Published: about 7 years ago

10.1186/s12887-020-02431-z

Contemporary epidemiology of rising atrial septal defect trends across USA 1991–2016: a combined ecological geospatiotemporal and causal inferential study
Cited by: 28
Author(s): Albert Stuart Reece, Gary Kenneth Hulse
Software Mentions: 9
Published: almost 4 years ago

10.1038/s41598-021-85639-y

African soil properties and nutrients mapped at 30 m spatial resolution using two-scale ensemble machine learning
Cited by: 79
Author(s): Tomislav Hengl, Matthew A. E. Miller, Josip Križan, Keith D. Shepherd, Andrew Sila, Milan Kilibarda, Ognjen Antonijević, Luka Glušica, A. Dobermann, Stephan M. Haefele, Steve P. McGrath, Gifty E. Acquah, Jamie Collinson, Leandro Parente, Mohammadreza Sheykhmousa, Kazuki Saito, Jean‐Martial Johnson, Jordan Chamberlin, Francis B. T. Silatsa, Martin Yemefack, John Wendt, R.A. MacMillan, Ichsani Wheeler, Jonathan H. Crouch
Software Mentions: 9
Published: over 3 years ago

10.1002/jia2.25467

Super learner analysis of real‐time electronically monitored adherence to antiretroviral therapy under constrained optimization and comparison to non‐differentiated care approaches for persons living with HIV in rural Uganda
Cited by: 10
Author(s): Alejandra Benitez, Nicholas Musinguzi, David R. Bangsberg, Mwebesa Bwana, Conrad Muzoora, Peter W. Hunt, Jeffrey N. Martin, Jessica Haberer, Maya Petersen
Software Mentions: 9
Published: over 4 years ago

10.1289/EHP595

Small-Magnitude Effect Sizes in Epigenetic End Points are Important in Children’s Environmental Health Studies: The Children’s Environmental Health and Disease Prevention Research Center’s Epigenetics Working Group
Cited by: 212
Author(s): Carrie V. Breton, Carmen J. Marsit, Elaine M. Faustman, Kari Nadeau, Jaclyn M. Goodrich, Dana C. Dolinoy, Julie B. Herbstman, Nina Holland, Janine M. LaSalle, Rebecca Jean Schmidt, Paul Yousefi, Frederica P. Perera, Bonnie R. Joubert, Joseph L. Wiemels, Miles G. Taylor, Ivana V. Yang, Rui Chen, Kinjal Hew, Deborah M. Hussey Freeland, Rachel L. Miller, Susan K. Murphy
Software Mentions: 6
Published: over 7 years ago

10.1186/s13054-020-03199-5

The obesity paradox in critically ill patients: a causal learning approach to a casual finding
Cited by: 27
Author(s): Alexander Decruyenaere, Johan Stéen, Kirsten Colpaert, Dominique Benoît, Johan Decruyenaere, Stijn Vansteelandt
Software Mentions: 6
Published: over 4 years ago

10.1371/journal.pone.0205427

Identification of gene expression predictors of occupational benzene exposure
Cited by: 11
Author(s): Courtney Schiffman, Cliona M. McHale, Alan Hubbard, Luoping Zhang, Reuben Thomas, Roel Vermeulen, Guilan Li, Min Shen, Stephen M. Rappaport, Shu Yin, Qing Lan, Martyn T. Smith, Nathaniel Rothman
Software Mentions: 5
Published: about 6 years ago

10.2196/24348

Monitoring Information-Seeking Patterns and Obesity Prevalence in Africa With Internet Search Data: Observational Study
Cited by: 6
Author(s): Olubusola Oladeji, Chi Zhang, Tiam Moradi, Dharmesh Tarapore, Andrew Stokes, Vukosi Marivate, Moinina David Sengeh, Elaine O. Nsoesie
Software Mentions: 5
Published: over 3 years ago

10.1371/journal.pone.0091828

Characterization of Changes in Gene Expression and Biochemical Pathways at Low Levels of Benzene Exposure
Cited by: 36
Author(s): Reuben Thomas, Alan Hubbard, Cliona M. McHale, Luoping Zhang, Stephen M. Rappaport, Qing Lan, Nathaniel Rothman, Roel Vermeulen, Kathryn Z. Guyton, Jennifer Jinot, Babasaheb Sonawane, Martyn T. Smith
Software Mentions: 5
Published: over 10 years ago

10.1093/biostatistics/kxx012

Computational health economics for identification of unprofitable health care enrollees
Cited by: 16
Author(s): Sherri Rose, Savannah Bergquist, Timothy J. Layton
Software Mentions: 5
Published: over 7 years ago

10.1371/journal.pcbi.1006952

Prediction of VRC01 neutralization sensitivity by HIV-1 gp160 sequence features
Cited by: 20
Author(s): Craig A. Magaret, David Benkeser, Brian D. Williamson, Bhavesh Borate, Lindsay N. Carpp, Ivelin S. Georgiev, Ian Setliff, Adam S. Dingens, Noah Simon, Marco Carone, Christopher E. Simpkins, David C. Montefiori, Galit Alter, Wenhan Yu, Michal Juraska, Paul T. Edlefsen, Shelly Karuna, Nyaradzo Mgodi, Srilatha Edugupanti, Peter B. Gilbert
Software Mentions: 5
Published: over 5 years ago

10.1111/acel.12915

Low plasma lysophosphatidylcholines are associated with impaired mitochondrial oxidative capacity in adults in the Baltimore Longitudinal Study of Aging
Cited by: 30
Author(s): Richard D. Semba, Pingbo Zhang, Fatemeh Adelnia, Kai Sun, Marta González-Freire, Norman Salem, Nicholas A. Brennan, Richard G. Spencer, Kenneth W. Fishbein, Mohammed Khadeer, Michelle Shardell, Ruin Moaddel, Luigi Ferrucci
Software Mentions: 5
Published: almost 6 years ago

10.3390/ijerph9072479

Using Bioinformatic Approaches to Identify Pathways Targeted by Human Leukemogens
Cited by: 6
Author(s): Reuben Thomas, Jimmy Phuong, Cliona M. McHale, Luoping Zhang
Software Mentions: 5
Published: over 12 years ago

10.3389/fnagi.2021.609043

Ongoing Oscillatory Electrophysiological Alterations in Frail Older Adults: A MEG Study
Cited by: 4
Author(s): Isabel Suárez-Méndez, Stefan Walter, David López‐Sanz, Natalia Pasquín, R. López Bernabé, Ernesto Castillo Gallo, Myriam Valdés, Francisco del Pozo, Fernando Maestú, Leocadio Rodrı́guez-Mañas
Software Mentions: 4
Published: over 3 years ago

10.1371/journal.pone.0228520

Compressive Big Data Analytics: An ensemble meta-algorithm for high-dimensional multisource datasets
Cited by: 5
Author(s): Simeone Marino, Yangyu Zhao, Nina Zhou, Yiwang Zhou, Arthur W. Toga, Lu Zhao, Yingsi Jian, Yichen Yang, Yehu Chen, Qiucheng Wu, Jessica Wild, Brandon C Cummings, Ivo D. Dinov
Software Mentions: 4
Published: about 4 years ago

10.1371/journal.pone.0204399

Predicting residential structures from open source remotely enumerated data using machine learning
Cited by: 20
Author(s): Hugh J. W. Sturrock, Katelyn Woolheater, Adam Bennett, Ricardo Andrade‐Pacheco, Alemayehu Midekisa
Software Mentions: 4
Published: about 6 years ago

10.1371/journal.pone.0237241

Associations between historical redlining and birth outcomes from 2006 through 2015 in California
Cited by: 82
Author(s): Anthony Nardone, Joan A. Casey, Kara E. Rudolph, Deborah Karasek, Mahasin S. Mujahid, Rachel Morello‐Frosch
Software Mentions: 4
Published: about 4 years ago

10.3389/frai.2021.625573

Artificial Intelligence for Prognostic Scores in Oncology: a Benchmarking Study
Cited by: 2
Author(s): Hugo Loureiro, Tim Becker, Anna Bauer-Mehren, Narges Ahmidi, Janick Weberpals
Software Mentions: 4
Published: over 3 years ago

10.1001/jamanetworkopen.2021.4514

Development and Validation of a Machine Learning Model to Estimate Bacterial Sepsis Among Immunocompromised Recipients of Stem Cell Transplant
Cited by: 5
Author(s): Margaret L Lind, Stephen J. Mooney, Marco Carone, Benjamin M. Althouse, Catherine Liu, Laura Evans, Kevin Patel, Phuong Vo, Steven A. Pergam, Amanda I. Phipps
Software Mentions: 4
Published: over 3 years ago

10.1038/s41598-021-90827-x

Ensemble machine learning of factors influencing COVID-19 across US counties
Cited by: 11
Author(s): David McCoy, Whitney Mgbara, Nir Horvitz, Wayne M. Getz, Alan Hubbard
Software Mentions: 4
Published: over 3 years ago

10.1002/ece3.6232

Unraveling the habitat preferences of two closely related bumble bee species in Eastern Europe
Cited by: 8
Author(s): Julia C. Geue, Henri A. Thomassen
Software Mentions: 3
Published: over 4 years ago

10.1093/aje/kwx317

Data-Adaptive Estimation for Double-Robust Methods in Population-Based Cancer Epidemiology: Risk Differences for Lung Cancer Mortality by Emergency Presentation
Cited by: 13
Author(s): Miguel Ángel Luque-Fernandez, Aurélien Belot, Linda Valeri, Giovanni Cerulli, Camille Maringe, Bernard Rachet
Software Mentions: 3
Published: almost 7 years ago

10.1002/sim.7628

Targeted maximum likelihood estimation for a binary treatment: A tutorial
Cited by: 70
Author(s): Miguel Ángel Luque-Fernandez, Michael Schomaker, Bernard Rachet, Mireille E. Schnitzer
Software Mentions: 3
Published: over 6 years ago

10.1371/journal.pone.0063308

Biological Networks for Predicting Chemical Hepatocarcinogenicity Using Gene Expression Data from Treated Mice and Relevance across Human and Rat Species
Cited by: 17
Author(s): Reuben Thomas, Russell S. Thomas, Scott S. Auerbach, Christopher J. Portier
Software Mentions: 3
Published: over 11 years ago

10.1002/ece3.7059

Consistent concentrations of critically endangered Balearic shearwaters in UK waters revealed by at‐sea surveys
Cited by: 1
Author(s): Jessica Ann Phillips, Alex N. Banks, Mark Bolton, Tom Brereton, Pierre Cazenave, Natasha Gillies, Oliver Padget, Jeroen van der Kooij, James J. Waggitt, Tim Guilford
Software Mentions: 2
Published: almost 4 years ago

10.1371/journal.pntd.0008815

Effect of sanitation improvements on soil-transmitted helminth eggs in courtyard soil from rural Bangladesh: Evidence from a cluster-randomized controlled trial
Cited by: 7
Author(s): Laura H. Kwong, Debashis Sen, Sharmin Islam, Sunny Shahriar, Jade Benjamin‐Chung, Benjamin F. Arnold, Alan Hubbard, Sarker Masud Parvez, Mahfuza Islam, Leanne Unicomb, Md. Mahbubur Rahman, Kara L. Nelson, John M. Colford, Stephen P. Luby, Ayşe Ercümen
Software Mentions: 2
Published: over 3 years ago

10.1371/journal.pone.0202674

Controlled feature selection and compressive big data analytics: Applications to biomedical and health studies
Cited by: 9
Author(s): Simeone Marino, Jiachen Xu, Yangyu Zhao, Nina Zhou, Yiwang Zhou, Ivo D. Dinov
Software Mentions: 2
Published: about 6 years ago

10.1186/s12874-020-01175-9

Long-term effects of asthma medication on asthma symptoms: an application of the targeted maximum likelihood estimation
Cited by: 1
Author(s): Carolin Veit, Ronald Herrera, Gudrun Weinmayr, Jon Genuneit, Doris Windstetter, Christian Vogelberg, Erika von Mutius, Dennis Nowak, Katja Radon, Jessica Gerlich, Tobias Weinmann
Software Mentions: 2
Published: almost 4 years ago

10.1371/journal.pone.0242064

The association of maternal psychosocial stress with newborn telomere length
Cited by: 10
Author(s): Monika A. Izano, Lara Cushing, Jue Lin, Stephanie M. Eick, Dana E. Goin, Elissa S. Epel, Tracey J. Woodruff, Rachel Morello‐Frosch
Software Mentions: 2
Published: almost 4 years ago

10.1371/journal.pone.0234130

Evaluation of multi-antigen serological screening for active tuberculosis among people living with HIV
Cited by: 9
Author(s): Devan Jaganath, Jayant V. Rajan, Christina Yoon, Resmi Ravindran, Alfred Andama, Lucy Asege, Sandra Mwebe, Jane Katende, Martha Nakaye, Fred C. Semitala, Imran Khan, Adithya Cattamanchi
Software Mentions: 2
Published: over 4 years ago

10.3389/fgene.2021.661075

Prediction of Alternative Drug-Induced Liver Injury Classifications Using Molecular Descriptors, Gene Expression Perturbation, and Toxicology Reports
Cited by: 0
Author(s): Wojciech Lesiński, Krzysztof Mnich, Witold R. Rudnicki
Software Mentions: 2
Published: over 3 years ago

10.1186/cc13041

Incidence, risk factors and prediction of post-operative acute kidney injury following cardiac surgery for active infective endocarditis: an observational study
Cited by: 54
Author(s): Matthieu Legrand, Romain Pirracchio, Anne Winck Da Rosa, Maya Petersen, Mark van der Laan, Jean‐Noël Fabiani, Marie‐Paule Fernandez‐Gerlinger, Isabelle Podglajen, D. Safran, Bernard Cholley, Jean–Luc Mainardi
Software Mentions: 2
Published: almost 12 years ago

10.1371/journal.pone.0234236

Microneutralization assay titer correlates analysis in two phase 3 trials of the CYD-TDV tetravalent dengue vaccine in Asia and Latin America
Cited by: 8
Author(s): Lindsay N. Carpp, Youyi Fong, Matthew Bonaparte, Zoe Moodie, Michal Juraska, Ying Huang, Brenda Price, Yingying Zhuang, Jason Shao, Lingyi Zheng, Laurent Chambonneau, Robert J. Small, Saranya Sridhar, Carlos A. DiazGranados, Peter B. Gilbert
Software Mentions: 2
Published: over 4 years ago

10.1001/jamanetworkopen.2019.21626

Assessment of Tree-Based Statistical Learning to Estimate Optimal Personalized Treatment Decision Rules for Traumatic Finger Amputations
Cited by: 6
Author(s): Kelly Speth, Alfred P. Yoon, Lu Wang, Kevin C. Chung
Software Mentions: 2
Published: over 4 years ago

10.1001/jamanetworkopen.2021.10330

Community Factors Associated With Telemedicine Use During the COVID-19 Pandemic
Cited by: 32
Author(s): Sadiq Patel, Sherri Rose, Michael L. Barnett, Haiden A. Huskamp, Lori Uscher‐Pines, Ateev Mehrotra
Software Mentions: 2
Published: over 3 years ago

10.3390/ijerph15010039

Estimating the Causal Impact of Proximity to Gold and Copper Mines on Respiratory Diseases in Chilean Children: An Application of Targeted Maximum Likelihood Estimation
Cited by: 9
Author(s): Ronald Herrera, Ursula Berger, Ondine S. von Ehrenstein, Iván Díaz, Stella Maria Huber, Daniel Moraga Muñoz, Katja Radon
Software Mentions: 2
Published: almost 7 years ago

10.1126/sciadv.abj2610

Heterogeneity in cognitive disability after a major disaster: A natural experiment study
Cited by: 6
Author(s): Koichiro Shiba, Adel Daoud, Hiroyuki Hikichi, Aki Yazawa, Jun Aida, Katsunori Kondo, Ichiro Kawachi
Software Mentions: 2
Published: about 3 years ago

10.1038/srep23222

Optimizing matching and analysis combinations for estimating causal effects
Cited by: 34
Author(s): K. Ellicott Colson, Kara E. Rudolph, Scott C Zimmerman, Dana E. Goin, Elizabeth A. Stuart, Mark van der Laan, Jennifer Ahern
Software Mentions: 2
Published: over 8 years ago

10.1038/srep28009

Metabolic alterations in children with environmental enteric dysfunction
Cited by: 41
Author(s): Richard D. Semba, Michelle Shardell, Indi Trehan, Ruin Moaddel, Kenneth Maleta, M. Isabel Ordiz, Klaus Kraemer, Mohammed Khadeer, Luigi Ferrucci, Mark J. Manary
Software Mentions: 2
Published: over 8 years ago

10.1001/jamanetworkopen.2019.16921

Risk Stratification for Postoperative Acute Kidney Injury in Major Noncardiac Surgery Using Preoperative and Intraoperative Data
Cited by: 43
Author(s): Victor Lei, Thai Binh Luong, Eric Shan, Xinwei Chen, Mark D. Neuman, Nwamaka D. Eneanya, Daniel Polsky, Kevin G. Volpp, Lee A. Fleisher, John H. Holmes, Amol S. Navathe
Software Mentions: 1
Published: almost 5 years ago

10.1371/journal.pone.0206119

Diagnostic performance of blood inflammatory markers for tuberculosis screening in people living with HIV
Cited by: 10
Author(s): Katherine Farr, Resmi Ravindran, L Strnad, Emily Chang, Lelia H. Chaisson, Christina Yoon, William Worodria, Alfred Andama, Irene Ayakaka, Priscilla Bbosa Nalwanga, Patrick Byanyima, Nelson Kalema, Sylvia Kaswabuli, Winceslaus Katagira, Kyomugisha Denise Aman, Emmanuel Musisi, Nuwagaba Wallen Tumwine, Ingvar Sanyu, Robert Ssebunya, J. Lucian Davis, Laurence Huang, Imran Khan, Adithya Cattamanchi
Software Mentions: 1
Published: about 6 years ago

10.1371/journal.pone.0180122

Evaluation of antibody responses to panels of M. tuberculosis antigens as a screening tool for active tuberculosis in Uganda
Cited by: 22
Author(s): Priya B. Shete, Resmi Ravindran, Emily Chang, William Worodria, Lelia H. Chaisson, Alfred Andama, J. Lucian Davis, Paul A. Luciw, Laurence Huang, Imran Khan, Adithya Cattamanchi
Software Mentions: 1
Published: over 7 years ago

10.1371/journal.pone.0136438

Statistical Machines for Trauma Hospital Outcomes Research: Application to the PRospective, Observational, Multi-Center Major Trauma Transfusion (PROMMTT) Study
Cited by: 6
Author(s): Sara Moore, Anna Decker, Alan Hubbard, Rachael A. Callcut, Erin E. Fox, Deborah J. del Junco, John B. Holcomb, Mohammad Hossein Rahbar, Charles E. Wade, Martin A. Schreiber, Louis H. Alarcon, Karen J. Brasel, Eileen M. Bulger, Bryan A. Cotton, Peter Muskat, John G. Myers, Herb A. Phelan, Mitchell J. Cohen
Software Mentions: 1
Published: about 9 years ago

10.1097/EE9.0000000000000063

Joint and independent neurotoxic effects of early life exposures to a chemical mixture
Cited by: 17
Author(s): Youssef Oulhote, Brent A. Coull, Marie‐Abèle Bind, Fróði Debes, Flemming Nielsen, Ibón Tamayo, Pál Weihe, Philippe Grandjean
Software Mentions: 1
Published: about 5 years ago

10.1289/ehp.1408417

<i>In Utero</i> and Childhood Polybrominated Diphenyl Ether Exposures and Body Mass at Age 7 Years: The CHAMACOS Study
Cited by: 80
Author(s): Ayca Erkin-Cakmak, Kim G. Harley, Jonathan Chevrier, Asa Bradman, Katherine Kogut, Karen Huen, Brenda Eskenazi
Software Mentions: 1
Published: over 9 years ago

10.1371/journal.pone.0101090

Cervical Cancer Precursors and Hormonal Contraceptive Use in HIV-Positive Women: Application of a Causal Model and Semi-Parametric Estimation Methods
Cited by: 4
Author(s): Hannah H Leslie, Deborah Karasek, Laura Harris, Emily Chang, Naila Abdulrahim, May Maloba, Megan J. Huchko
Software Mentions: 1
Published: over 10 years ago

10.1186/s12879-019-4363-y

Development of a bedside tool to predict the probability of drug-resistant pathogens among hospitalized adult patients with gram-negative infections
Cited by: 23
Author(s): Thomas P. Lodise, Nicole Bonine, Jiatao Michael Ye, Henry J. Folse, Patrick Gillard
Software Mentions: 1
Published: about 5 years ago

10.1371/journal.pone.0120031

Variable Importance and Prediction Methods for Longitudinal Problems with Missing Variables
Cited by: 17
Author(s): Iván Díaz, Alan Hubbard, Anna Decker, Mitchell J. Cohen
Software Mentions: 1
Published: over 9 years ago

10.1371/journal.pone.0213836

Dynamic multi-outcome prediction after injury: Applying adaptive machine learning for precision medicine in trauma
Cited by: 24
Author(s): S. Ariane Christie, Amanda S. Conroy, Rachael A. Callcut, Alan Hubbard, Mitchell J. Cohen
Software Mentions: 1
Published: over 5 years ago

10.1186/s44158-021-00002-x

COVID-19 ICU mortality prediction: a machine learning approach using SuperLearner algorithm
Cited by: 7
Author(s): Giulia Lorenzoni, Nicolò Sella, Annalisa Boscolo, Danila Azzolina, Patrizia Bartolotta, Laura Pasin, Tommaso Pettenuzzo, Alessandro De Cassai, Fabio Baratto, Fabio Toffoletto, Silvia De Rosa, Giorgio Fullin, Mario Peta, Paolo Rosi, Enrico Polati, Alberto Zanella, Giacomo Grasselli, Antonio Artigas, Paolo Navalesi, Darío Gregori, Martina Tocco, Chiara Pretto, Enrico Tamburini, Davide Fregolent, Pier Francesco Pirelli, Davide Marchesin, Matteo Perona, Nicola Franchetti, Michele Della Paolera, Caterina Simoni, Tatiana Falcioni, Alessandra Tresin, Chiara Schiavolin, Aldo Schiavi, Sonila Vathi, Daria Sartori, Alice Sorgato, Elisa Pistollato, Federico Linassi, Sara Gianoli, Silvia Gaspari, Francesco Gruppo, Alessandra Maggiolo, Elena Giurisato, Elisa Furlani, Alvise Calore, Eugenio Serra, Demetrio Pittarello, Ivo Tiberio, Ottavia Bond, Elisa Michieletto, Luisa Muraro, Arianna Peralta, Paolo Persona, Enrico Petranzan, Francesco Zarantonello, Alessandro Di Graziano, E. Piasentini, Lorenzo Bernardi, Roberto Pianon, D Mazzon, Daniele Poole, Flavio Badii, Enrico Bosco, Moreno Agostini, Paride Trevisiol, Antonio Farnia, Lorella Altafini, Mauro Antonio Calò, Marco Meggiolaro, Francesco Lazzari, Ivan Martinello, Francesco Papaccio, Guido Di Gregorio, Alfeo Bonato, Camilla Sgarabotto, Francesco Montacciani, Parnigotto Alessandra, Giuseppe Gagliardi, Gioconda Ferraro, Luigi Ongaro, Marco Baiocchi, Vinicio Danzi, Paolo Zanatta, Katia Donadello, Leonardo Gottin, Ezio Sinigaglia, Alessandra Da Ros, Simonetta Marchiotto, Silvia Bassanini, Massimo Zamperini, Ivan Daroui, Walter Mosaner
Software Mentions: 1
Published: about 3 years ago

10.1038/s41598-018-24783-4

Model-based and Model-free Machine Learning Techniques for Diagnostic Prediction and Classification of Clinical Outcomes in Parkinson’s Disease
Cited by: 92
Author(s): Chao Gao, Hanbo Sun, Tuo Wang, Ming Tang, Nicolaas I. Bohnen, Martijn Müller, Talia Herman, Nir Giladi, Alexandr A. Kalinin, Cathie Spino, William T. Dauer, Jeffrey M. Hausdorff, Ivo D. Dinov
Software Mentions: 1
Published: over 6 years ago

10.1371/journal.pntd.0002098

Repeated Schistosoma japonicum Infection Following Treatment in Two Cohorts: Evidence for Host Susceptibility to Helminthiasis?
Cited by: 16
Author(s): Elizabeth J. Carlton, Alan Hubbard, Shuo Wang, Robert C. Spear
Software Mentions: 1
Published: over 11 years ago

10.1371/journal.pone.0186834

Health assessment of future PM2.5 exposures from indoor, outdoor, and secondhand tobacco smoke concentrations under alternative policy pathways in Ulaanbaatar, Mongolia
Cited by: 30
Author(s): L. Drew Hill, Rufus Edwards, Jay R. Turner, Y. Argo, Purevdorj B. Olkhanud, Munkhtuul Odsuren, Sarath Guttikunda, Chimedsuren Оchir, Kirk R. Smith
Software Mentions: 1
Published: about 7 years ago

Projects: cran: SuperLearner

Papers Mentioning SuperLearner 56