Papers citing Big data need big theory too
Bridging the gaps at the physics–chemistry–biology interface
Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · 2016
Peter V. Coveney, Jean Pierre Boon, Sauro Succi
Read original paper ↗ ·Francis Bacon, Karl Popper, Michael Polanyi, and Modern Experimental Biology
Boston studies in the philosophy of science · 2017
Ute Deichmann
Read original paper ↗ ·Genetic studies of alcohol dependence in the context of the addiction cycle
Neuropharmacology · 2017
Matthew T. Reilly, Antonio Noronha, David A Goldman, George F. Koob
Read original paper ↗ ·Gene expression profiling in the human alcoholic brain
Neuropharmacology · 2017
Anna S. Warden, Roy Dayne Mayfield
Read original paper ↗ ·The Importance of Nutrition in a Conceptual Framework of Frailty Syndrome
Current Nutrition Reports · 2017
Mariana Staut Zukeran, Sandra María Lima Ribeiro
Read original paper ↗ ·Identicação de sistemas neurais com redes bayesianas dinâmicas e transferência de entropia
Venue not supplied by source · 2017
Fernando Pasquini Santos
Read original paper ↗ ·Big Data to Big Knowledge for Next Generation Medicine: A Data Science Roadmap
Studies in big data · 2017
Tavpritesh Sethi
Read original paper ↗ ·The Role of Multiscale Protein Dynamics in Antigen Presentation and T Lymphocyte Recognition
Frontiers in Immunology · 2017
R. Charlotte Eccleston, Shunzhou Wan, Neil Dalchau, Peter V. Coveney
Read original paper ↗ ·Single-Subject Studies in Translational Nutrition Research
Annual Review of Nutrition · 2017
Nicholas J. Schork, Laura H. Goetz
Read original paper ↗ ·Big Data approaches in social and behavioral science: four key trade-offs and a call for integration
Current Opinion in Behavioral Sciences · 2017
Jasmin Mahmoodi, Marius Leckelt, Maarten Herman Walter van Zalk, Katharina Geukes, Mitja D. Back
Read original paper ↗ ·Natural and Artificial Intelligence in Neurosurgery: A Systematic Review
Neurosurgery · 2017
Joeky T. Senders, Omar M. Arnaout, Aditya V. Karhade, Hormuzdiyar H. Dasenbrock, William Brian Gormley, Marike L. D. Broekman, Timothy Richard Smith
Read original paper ↗ ·Compressibility, Laws of Nature, Initial Conditions and Complexity
Foundations of Physics · 2017
Sergio Chibbaro, Angelo Vulpiani
Read original paper ↗ ·Evidence amalgamation, plausibility, and cancer research
Synthese · 2017
Marta Bertolaso, Fabio Sterpetti
Read original paper ↗ ·Statistical physics and representations in real and artificial neural networks
Physica A Statistical Mechanics and its Applications · 2017
Simona Cocco, Rémi Monasson, Lorenzo Posani, Sophie Rosay, Jérôme Tubiana
Read original paper ↗ ·Clinical judgement in the era of big data and predictive analytics
Journal of Evaluation in Clinical Practice · 2017
Benjamin Hull Chin-Yee, Ross E. G. Upshur
Read original paper ↗ ·MetaQSAR: An Integrated Database Engine to Manage and Analyze Metabolic Data
Journal of Medicinal Chemistry · 2017
Alessandro Pedretti, Angelica Mazzolari, Giulio Vistoli, Bernard Testa
Read original paper ↗ ·Chemistry
Springer eBooks · 2018
Colin Bird, Jeremy Graham Frey
Read original paper ↗ ·Big Data in Computational Toxicology: Challenges and Opportunities
Computational Toxicology · 2018
Linlin Zhao, Hao Zhu
Read original paper ↗ ·Developing WHO guidelines: Time to formally include evidence from mathematical modelling studies
F1000Research · 2018
Matthias Egger, Leigh Francis Johnson, Christian Lorenz Althaus, Anna Schoeni, Georgia Salanti, Nicola N Low, Susan L. Norris
Read original paper ↗ ·Big data framework for students' academic performance prediction: A systematic literature review
IEEE Symposium on Computer Applications & Industrial Electronics (ISCAIE) · 2018
Sri Murugarasan Muthukrishnan, Norizan Mohd Yasin, Mallika Govindasamy
Read original paper ↗ ·Go to field, look around, measure and then run models
Urban Climate · 2018
Erik Velasco
Read original paper ↗ ·Uncertainty Quantification in Alchemical Free Energy Methods
Journal of Chemical Theory and Computation · 2018
Agastya P. Bhati, Shunzhou Wan, Yuan Hu, Brad S. Sherborne, Peter V. Coveney
Read original paper ↗ ·Adaptive multiscale predictive modelling
Acta Numerica · 2018
John Tinsley Oden
Read original paper ↗ ·Opportunities and challenges for big data ornithology
Ornithological Applications · 2018
Frank A. La Sorte, Christopher A. Lepczyk, Jessica Burnett, Allen H. Hurlbert, Morgan W. Tingley, Benjamin Zuckerberg
Read original paper ↗ ·Projection-based model reduction: Formulations for physics-based machine learning
Computers & Fluids · 2018
Renee Swischuk, Laura Mainini, Benjamin Peherstorfer, Karen E. Willcox
Read original paper ↗ ·Prediction of Chemical Reactions Using Statistical Models of Chemical Knowledge
ChemRxiv · 2018
Philipp‐Maximilian Jacob, Alexei A. Lapkin
Read original paper ↗ ·Prediction of Chemical Reactions Using Statistical Models of Chemical Knowledge
ChemRxiv · 2018
Philipp‐Maximilian Jacob, Alexei A. Lapkin
Read original paper ↗ ·A Review of Machine Learning Applications to Coastal Sediment Transport and Morphodynamics
Venue not supplied by source · 2018
Evan B. Goldstein, Giovanni Coco, Nathaniel G. Plant
Read original paper ↗ ·Mathematical models of tumor cell proliferation: A review of the literature
Expert Review of Anticancer Therapy · 2018
Angela M. Jarrett, Ernesto A. B. F. Lima, David A. Hormuth, Matthew T. McKenna, Xinzeng Feng, David A. Ekrut, Anna Claudia M. Resende, Amy Brock, Thomas E. Yankeelov
Read original paper ↗ ·Quantifying the value of surveillance data for improving model predictions of lymphatic filariasis elimination
PLoS neglected tropical diseases · 2018
Edwin Michael, Swarnali Sharma, Morgan E. Smith, Panayiota Touloupou, Federica Giardina, Joaquín M. Prada, Wilma A. Stolk, T. Déirdre Hollingsworth, Sake J. de Vlas
Read original paper ↗ ·Big Data in Head and Neck Cancer
Current Treatment Options in Oncology · 2018
Carlo Resteghini, Annalisa Trama, Elio Borgonovi, Hykel Hosni, Giovanni Corrao, Ester M. Orlandi, Giuseppina Calareso, Loris De Cecco, Cesare Piazza, Luca Tommaso Mainardi, Lisa Francesca Licitra
Read original paper ↗ ·Theoretical underpinnings of research in strategic marketing: a commentary
Journal of the Academy of Marketing Science · 2018
Rajan Varadarajan
Read original paper ↗ ·On the Ethics of Biodiversity Models, Forecasts and Scenarios
Asian Bioethics Review · 2018
Pierre Mazzéga
Read original paper ↗ ·Ensemble-Based Replica Exchange Alchemical Free Energy Methods: The Effect of Protein Mutations on Inhibitor Binding
Journal of Chemical Theory and Computation · 2018
Agastya P. Bhati, Shunzhou Wan, Peter V. Coveney
Read original paper ↗ ·Big Data in Discourse
Springer eBooks · 2019
María Cristina Paganoni
Read original paper ↗ ·Hope, hype and harms of Big Data
Internal Medicine Journal · 2019
Ian A Scott
Read original paper ↗ ·Three Problems with Big Data and Artificial Intelligence in Medicine
Perspectives in biology and medicine · 2019
Benjamin Hull Chin-Yee, Ross E. G. Upshur
Read original paper ↗ ·Toward a Predictive Hierarchical Multiscale Modeling Approach for Energetic Materials
Challenges and advances in computational chemistry and physics · 2019
Brian C. Barnes, John K. Brennan, Edward F. C. Byrd, Sergei Izvekov, James P. Larentzos, Betsy M. Rice
Read original paper ↗ ·Big Data: From Forecasting to Mesoscopic Understanding. Meta-Profiling as Complex Systems
Systems · 2019
Gianfranco Minati
Read original paper ↗ ·Big data: the end of the scientific method?
Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · 2019
Sauro Succi, Peter V. Coveney
Read original paper ↗ ·Multiscale modelling, simulation and computing: from the desktop to the exascale
Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · 2019
Alfons G. Hoekstra, Simon Portegies Zwart, Peter V. Coveney
Read original paper ↗ ·Review: Precision medicine and driver mutations: Computational methods, functional assays and conformational principles for interpreting cancer drivers
PLoS Computational Biology · 2019
Ruth Nussinov, Hyunbum Jang, Chung‐Jung Tsai, Feixiong Cheng
Read original paper ↗ ·Using non-invasive stimulation of the undamaged brain to guide the identification of lesion sites that predict language outcome after stroke
UCL Discovery (University College London) · 2019
Lorca Puls, L Diego
Read original paper ↗ ·Big data: The end of the scientific method?
UCL Discovery (University College London) · 2019
Sauro Succi, Peter V. Coveney
Read original paper ↗ ·The 2019 mathematical oncology roadmap
Physical Biology · 2019
Russell C. Rockne, Andrea J. Hawkins-Daarud, Kristin R. Swanson, James Patrick Sluka, James A. Glazier, Paul Macklin, David A. Hormuth, Angela M. Jarrett, Ernesto A. B. F. Lima, John Tinsley Oden, George Biros, Thomas E. Yankeelov, Kit Curtius, Ibrahim Al Bakir, Dominik Wodarz, Natalia L. Komarova, Luis Aparicio, Mykola Bordyuh, Raúl Rabadán, Stacey D. Finley, Heiko Enderling, Jimmy J. Caudell, Eduardo G. Moros, Alexander R.A. Anderson, Robert A. Gatenby, Artem Kaznatcheev, Peter Jeavons, Nikhil P. Krishnan, Julia Pelesko, Raoul Wadhwa, Nara Yoon, Daniel Nichol, Andriy Marusyk, Michael Hinczewski, Jacob G. Scott
Read original paper ↗ ·Introduction to Mathematical Oncology
JCO Clinical Cancer Informatics · 2019
Russell C. Rockne, Jacob G. Scott
Read original paper ↗ ·Machine learning's feet of clay
Journal of Evaluation in Clinical Practice · 2019
Levente Kriston
Read original paper ↗ ·Mesoscopic simulations at the physics-chemistry-biology interface
Reviews of Modern Physics · 2019
Massimo Bernaschi, Simone Melchionna, Sauro Succi
Read original paper ↗ ·Complexity and integration. A philosophical analysis of how cancer complexity can be faced in the era of precision medicine
European Journal for Philosophy of Science · 2019
Giovanni Boniolo, Raffaella Campaner
Read original paper ↗ ·The future of laboratory medicine: Navigating between technology and professionalism
Clinica Chimica Acta · 2019
Mario Plebani
Read original paper ↗ ·