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Type of predictive modeling
data repositories upon which predictive analytics may be conducted. The biopharmaceutical industry uses predictive informatics (a superset of chemoinformatics)
Predictive_informatics
Statistical measures of whether a finding is likely to be true
predictive value, the two are numerically equal. In information retrieval, the PPV statistic is often called the precision. The positive predictive value
Positive and negative predictive values
Positive_and_negative_predictive_values
Information science by discipline
Legal informatics is an area within information science. The American Library Association defines informatics as "the study of the structure and properties
Legal_informatics
Computational approaches to health care
biomedical informatics has been proposed. Dutch former professor of medical informatics Jan van Bemmel has described medical informatics as the theoretical
Health_informatics
Statement about a future event
to predict the life time of a material with a mathematical model. In medical science predictive and prognostic biomarkers can be used to predict patient
Prediction
Method to predict when equipment should be maintained
therefore is not cost-effective. The "predictive" component of predictive maintenance stems from the goal of predicting the future trend of the equipment's
Predictive_maintenance
Interdisciplinary research field
graduate programs in public informatics and related public-sector data science and analytics degrees. Public informatics applies advanced data science
Public_informatics
Disease Informatics (also called Infectious Disease informatics) addresses some major challenges to global public health, demanding solid medical interference
Disease_informatics
Table layout for visualizing performance; also called an error matrix
{\displaystyle P=TP+FN} and N = F P + T N {\displaystyle N=FP+TN} . In predictive analytics, a table of confusion (sometimes also called a confusion matrix)
Confusion_matrix
Computational analysis of large, complex sets of biological data
werkconcept" [BIO-INFORMATICS: a working concept]. Het Kameleon (in Dutch). 1 (6): 28–29. Hesper B, Hogeweg P (2021). "Bio-informatics: a working concept
Bioinformatics
Prediction interval Predictive analytics Predictive inference Predictive informatics Predictive intake modelling Predictive modelling Predictive validity Preference
List_of_statistics_articles
Imaging informatics, also known as radiology informatics or medical imaging informatics, is a subspecialty of biomedical informatics that aims to improve
Imaging_informatics
Investigator Award, American Medical Informatics Association 2015 – Fellow, American College of Medical Informatics 2016 – Divisional Teaching Award, Stanford
Nigam_Shah
System that supports business decisions
Information systems are the primary focus of study for organizational informatics. Silver et al. (1995) provided two views on IS that includes software
Information_system
and bioinformatics applications. Genome informatics includes methods for analyzing DNA sequence data, predicting protein sequences and structures, and studying
Genome_informatics
Statistical measure of a test's accuracy
information retrieval systems, the F-score or F-measure is a measure of predictive performance. It is calculated from the precision and recall of the test
F-score
Computer program developed by naviHealth
Retrieved December 6, 2024. Jaffe, Susan (2023-10-05). "Feds Rein In Use of Predictive Software That Limits Care for Medicare Advantage Patients". KFF Health
NH_Predict
Predictive modelling technique
attempts to build a predictive model that separates the likely responders from the non-responders using one of a number of predictive modelling techniques
Uplift_modelling
Diagnostic plot of binary classifier ability
predictive power, simply reversing its decisions leads to a new predictive method C′ which has positive predictive power. When the C method predicts p
Receiver operating characteristic
Receiver_operating_characteristic
Statistical measure of a binary classification
specificity, likelihood ratios and predictive values from a 2x2 table – calculator of confidence intervals for predictive parameters". medcalc.org. Burge
Sensitivity_and_specificity
Application of informatics
Biodiversity informatics is the application of informatics techniques to biodiversity information, such as taxonomy, biogeography or ecology. It is defined
Biodiversity_informatics
Pattern-recognition performance metrics
a collection, corpus or sample space. Precision (also called positive predictive value) is the fraction of relevant instances among the retrieved instances
Precision_and_recall
Digital replica of a living or non-living physical entity
3390/en16145525. Kandemir, Ege (2024). "Predictive digital twin for wind energy systems: a literature review". Energy Informatics. 7 68. doi:10.1186/s42162-024-00373-9
Digital_twin
Runtime predictive analysis (or predictive analysis) is a runtime verification technique in computer science for detecting property violations in program
Runtime_predictive_analysis
Study of computation
(πληροφορική, which means informatics) in Greek. Similar words have also been adopted in the UK (as in the School of Informatics, University of Edinburgh)
Computer_science
Information systems theory
Systematic Review of the Technology Acceptance Model in Health Informatics". Applied Clinical Informatics. 09 (3): 604–634. doi:10.1055/s-0038-1668091. PMC 6094026
Technology_acceptance_model
Disaster informatics or crisis informatics is the study of the use of information and technology in the preparation, mitigation, response and recovery
Disaster_informatics
Computational chemistry
Journal of Cheminformatics Materials informatics Molecular design software Molecular graphics Molecular Informatics Molecular modelling Nanoinformatics
Cheminformatics
analytics Social computing: social network data analysis Policy informatics Public health informatics Computational journalism Computational transportation science
Population_informatics
Latvian computer scientist
informatics from Vilnius University's Institute of Mathematics and Informatics. Heis also a professor at the Faculty of Mathematics and Informatics and
Aistis_Raudys
Quantitative measurement of accuracy
classification test can be measured with positive predictive value (PPV), also known as precision, and negative predictive value (NPV). The positive prediction value
Evaluation of binary classifiers
Evaluation_of_binary_classifiers
Institute for Biomedical Informatics, founding Director of the Division of Informatics, and founding Senior Associate Dean for Informatics at the Perelman School
Jason_H._Moore
Predictive model of human movement
as Fitts' law) is a predictive model of human movement primarily used in human–computer interaction and ergonomics. The law predicts that the time required
Fitts's_law
Specialist field of computer science
Problem domains for computational science/scientific computing include: Predictive computational science is a scientific discipline concerned with the formulation
Computational_science
Field of study to extract knowledge from data
profession. Data science is "a concept to unify statistics, data analysis, informatics, and their related methods" to "understand and analyze actual phenomena"
Data_science
addresses also SD predictive methods and vice versa. Durations of surgeries are known to have large variability. Therefore, SD predictive methods attempt
Predictive methods for surgery duration
Predictive_methods_for_surgery_duration
Techniques to study geometric data
computationally effective and scalable Gaussian process models, such as Gaussian Predictive Processes and Nearest Neighbor Gaussian Processes (NNGP). Spatial neural
Spatial_analysis
and lead to implications that are difficult to predict and prevent. Predictive policing Big data Predictive analytics Quay, Ray (2010). "Anticipatory Governance:
Anticipatory_governance
Process of analyzing large data sets
the extracted models—in particular for use in predictive analytics—the key standard is the Predictive Model Markup Language (PMML), which is an XML-based
Data_mining
Information extraction method
natural language processing (NLP), computational linguistics, and health informatics. It was developed to address challenges in extracting structured, analyzable
Text_nailing
Medical model that tailors medical practices to the individual patient
between these expressions based on particular nuances. P4 is short for "predictive, preventive, personalized and participatory". While the tailoring of treatment
Personalized_medicine
Study of disease
tissues in the brain and heart respectively. Pathology informatics is a subfield of health informatics. It is the use of information technology in pathology
Pathology
Israeli medical researcher, professor, and physician
Shalev's research interests mainly include epidemiology, medical informatics and predictive analytics. She has authored over 200 publications in peer-reviewed
Varda_Shalev
Combined science of forestry and informatics
Forest informatics is the combined science of forestry and informatics, with a special emphasis on collection, management, and processing of data, information
Forest_informatics
Academic field concerned with collection and analysis of information
analytics, social informatics, computational linguistics Spatial information: geographic information science, environmental informatics Organizational settings:
Information_science
Archaeological sub-discipline
societal developments. By leveraging Geographic Information Systems (GIS), predictive modeling, and various simulation tools, computational archaeology enhances
Computational_archaeology
Education, Ecosystem Informatics at Oregon State University industrial Environmental Informatics, Industrial Environmental Informatics at HTW-Berlin, University
Ecoinformatics
Cancer biomarker discovery project
knowledge management and collaborate research. The informatics activities within EDRN are led by the Informatics Center at NASA Jet Propulsion Laboratory, Fred
Early Detection Research Network
Early_Detection_Research_Network
American medical equipment manufacturer
Fame 2023: Spacelabs Healthcare expands clinical informatics capabilities with acquisition of predictive analytics company PeraHealth "Spacelabs Healthcare
Spacelabs_Healthcare
study health informatics, focused on the convergence of molecular bioinformatics, biostatistics, statistical genetics and clinical informatics. Its focus
Translational_bioinformatics
Using technology to accommodate the differences between individuals
data is one source of providing this predictive analysis, particularly social data that is structured. Predictive personalization is a much more recent
Personalization
American academic
a Faculty Lead of Translational Bioinformatics in the Institute for Informatics at Washington University in St. Louis. Swamidass has published over 150
S._Joshua_Swamidass
Chinese-American biomedical engineer
"for outstanding contributions in biomedical and health informatics for personalized and predictive health and for providing technical leadership". She was
May_Wang
Indian-American computer scientist, and artificial intelligence
learning algorithms for constructing predictive models from distributed data and linked open data, learning predictive models from high dimensional longitudinal
Vasant_Honavar
US Professor in Biomedical Informatics and Bioengineering
biomedical informatician specializing in clinical informatics. He is a professor emeritus in Biomedical Informatics at the University of Texas Health Science
Dean_F._Sittig
Indian technology company
tools for life sciences research, including applications in data mining, predictive modelling, and computational chemistry. Strand also offers custom solutions
Strand_Life_Sciences
Biomedical engineer
Department of Biomedical Informatics at UC San Diego. She also received several accolades for her work in biomedical informatics during this period. She
Lucila_Ohno-Machado
Software targeted towards corporations/organisations
example, IBM's business intelligence platform (Cognos), integrates with a predictive analytics platform (SPSS) and can obtain records from its database packages
Enterprise_software
Artificial intelligence and text mining software
provides an environment for text mining, data mining, machine learning, and predictive analytics. It is used by Megaputer to build tools with applications to
PolyAnalyst
Predictive genomics is at the intersection of multiple disciplines: predictive medicine, personal genomics and translational bioinformatics. Specifically
Predictive_genomics
Concept in natural language processing
& Hornof, A.J. (2005). "A comparison of LSA, wordNet and PMI-IR for predicting user click behavior". Proceedings of the SIGCHI Conference on Human Factors
Semantic_similarity
Change in data distribution between training and deployment in machine learning
of the data encountered in real-world use, often resulting in degraded predictive performance and diminished generalization ability. Dataset shift is a
Dataset_shift
2010s–present technological convergence era
Industry 4.0 facilitates predictive maintenance, due to the use of advanced technologies, including IoT sensors. Predictive maintenance, which can identify
Fourth_Industrial_Revolution
Extremely large or complex datasets
healthcare analytics, geographic information systems, urban informatics, and business informatics. Scientists encounter limitations in e-Science work, including
Big_data
Predictive chemical model
vector machines, decision trees, artificial neural networks for inducing a predictive learning model. Molecule mining approaches, a special case of structured
Quantitative structure–activity relationship
Quantitative_structure–activity_relationship
American engineer and intelligent design advocate (born 1950)
doing, which the website described as happening at the "Evolutionary Informatics Lab" at Baylor. In the summer of 2007 that website was called to the
Robert_J._Marks_II
Centralized storage of knowledge
Normalization is the norm for data modeling techniques in this system. Predictive analytics is about finding and quantifying hidden patterns in the data
Data_warehouse
American data scientist and academic
American data scientist who is an associate professor of biomedical informatics at the Columbia University Vagelos College of Physicians and Surgeons
Noémie_Elhadad
Terminal command scheme used to transfer data
transmission delay; and measurements are noisy. Thus, the sender uses a predictive filter fed updates from the receiver. The transmission rate is chosen
Fast_and_Secure_Protocol
Technology and software to provide legal services
so-called predictive coding became possible for use in the discovery process of litigation. These predictive coding tools helped lawyers predict which documents
Legal_technology
Centerstone research institute found that predictive modeling of EHR data has achieved 70–72% accuracy in predicting individualized treatment response. These
Artificial intelligence in healthcare
Artificial_intelligence_in_healthcare
Search tree data structure
prefixes. Tries can be efficacious on string-searching algorithms such as predictive text, approximate string matching, and spell checking in comparison to
Trie
Digital collection of patient and population electronically stored health information
issues. Furthermore, studies such as the one conducted in BMC Medical Informatics and Decision Making showed that although the implementation of electronic
Electronic_health_record
Facts provided or learned about something or someone
analysis method. Information communication represents the convergence of informatics, telecommunication and audio-visual media & content. Accuracy and precision
Information
Type of plane partition
of forests and forest canopies, and may also be helpful in developing predictive models for forest fires. In ethology, Voronoi diagrams are used to model
Voronoi_diagram
Mind mapping software
It can also be used for research review process and synthesis. As per Predictive Analytics Today, the software can be used by students, professionals and
MindMapper
Cancer Biomedical Informatics Grid
The cancer Biomedical Informatics Grid (caBIG) was a US government program to develop an open-source, open access information network called caGrid for
CaBIG
Pseudoscientific argument for the existence of God
Useful (describes and explains observed phenomena, and can be used in a predictive manner) Empirically testable and falsifiable (potentially confirmable
Intelligent_design
Prior to Mount Sinai, he held positions as Co-founder and Director of Informatics at NuMedii, Inc. and Consulting Professor of Systems Medicine in the
Joel_Dudley
Systematic approach to understanding the behavior of humans and other animals
decision. Behavior informatics and behavior computing deeply explore behavior intelligence and behavior insights from the informatics and computing perspectives
Behaviorism
Intelligence of machines
Opportunities, Hurdles, and Recommendations". Journal of the American Medical Informatics Association. 13 (4): 369–371. doi:10.1197/jamia.M2055. PMC 1513681. PMID 16622160
Artificial_intelligence
Belarusian physician and scientist
Herasevich is a Belarusian physician-scientist specializing in clinical informatics and critical care medicine. His work focuses on developing and implementing
Vitaly_Herasevich
City using integrated information and communication technology
infrastructure is made smart through real-time data collection, with analysis and predictive modelling across city districts. There is much controversy surrounding
Smart_city
climate informatics. She is particularly interested in the application of statistical and data science techniques to domains such as healthcare predictive analytics
Yulia_Gel
Open-source data analysis software
and preprocessing to empirical evaluation of learning algorithms and predictive modeling. Visual programming is implemented through an interface in which
Orange_(software)
American biologist and academic
academic whose research focuses on the development of quantitative and predictive frameworks for biology, ecology, and the biosphere. He is a professor
Brian_J._Enquist
Volume rendering technique
deformations. By utilizing only a single set of canonical 3D Gaussians and predictive analytics, it models how they move over different timestamps. It is sometimes
Gaussian_splatting
Application of digital technologies to healthcare
and its remits overlap in many ways with those of health and medical informatics. Worldwide adoption of electronic medical records has been on the rise
Digital_health
Form of manipulation
the dark: Vulnerable narcissism predicts inauthentic self-presentation in online dating". Telematics and Informatics. 81 101985. doi:10.1016/j.tele.2023
Breadcrumbing
Statistical hypothesis test for forecasting
and Hripcsak, G. (2011) "A review of causal inference for biomedical informatics" Archived April 30, 2012, at the Wayback Machine J. Biomed Informatics
Granger_causality
College of Business. His research focuses on predictive data analytics, financial text mining, healthcare informatics, and sports analytics. Schumaker is best
Robert_P._Schumaker
Branch of machine learning
tries to predict its own next input, which is the next unexpected input of the RNN below. This "neural history compressor" uses predictive coding to
Deep_learning
Artificially generated electronic medical records
MDClone SyntheticMass SynTReN Kartoun, Uri (September 2019). "Advancing informatics with electronic medical records bots (EMRBots)". Software Impacts. 2
EMRBots
US company offering nursing exams and materials
(2008). "HESI exams: an overview of reliability and validity". Computers, Informatics, Nursing. 26 (5 Suppl): 39S–45S. doi:10.1097/01.NCN.0000336442.01671
HESI_exam
British public health physician and data scientist
Health, the American College of Medical Informatics, British Computer Society and the Faculty of Clinical Informatics. He has also been an advisor to UK,
Iain_Buchan
Social media platform owned by Meta
Andrew G.; Danforth, Christopher M. (2017). "Instagram photos reveal predictive markers of depression". EPJ Data Science. 6 (1): 15. arXiv:1608.03282
Evaluation method in cluster analysis
sensitivity or recall, and P P V {\displaystyle PPV} is the positive predictive rate, also known as precision. The Fowlkes-Mallows index takes values
Fowlkes–Mallows_index
Interdisciplinary field that encompasses telecommunications
control remote objects The integrated use of telecommunications and informatics for application in vehicles and to control vehicles on the move Global
Telematics
Artificial intelligence program by DeepMind
means for protein folding, biology and bioinformatics, Oxford Protein Informatics Group. (3 December) Mohammed AlQuraishi, AlphaFold2 @ CASP14: "It feels
AlphaFold
804685. Stamatakos, Georgios (2006). "Spotlight on Cancer Informatics". Cancer Informatics. 2 (2): 83–86. doi:10.1177/117693510600200029. PMC 2675506
In_silico_medicine
PREDICTIVE INFORMATICS
PREDICTIVE INFORMATICS
Boy/Male
Greek
Productive.
Biblical
productive; fruitful
Girl/Female
American, Australian, Jamaican
Productive; Quietness; Earth; Lump of Earth
Girl/Female
Bengali, Hindu, Indian, Kannada, Malayalam, Marathi, Telugu
Leafy Season (Spring); Productive
Girl/Female
Greek Latin
Fruitful, productive.
Boy/Male
British, Christian, Dutch, English, German, Greek
Fruitful; Productive
Boy/Male
American, Australian, British, English, Greek, Jamaican
Productive; Fertile; Resurrection; To Stand
Boy/Male
American, Australian, British, English, Greek, Latin
Productive; Fertile; Resurrection
Boy/Male
Arabic, Muslim
Productive; Fruitful
Boy/Male
Muslim
Fruitful, Productive
Boy/Male
Dutch, French, German, Hawaiian, Hebrew
Productive; Very Fruitful; Fertile
Girl/Female
Muslim/Islamic
Progressive productive
Girl/Female
Muslim
Progressive, Productive
Boy/Male
Muslim/Islamic
Fertile Productive, Profuse
Boy/Male
Arabic, Muslim, Sindhi
Fertile; Productive; Profuse; Fruitful; Prolific
Boy/Male
Danish, Finnish, German, Hebrew, Jewish, Swedish
Hebrew Ephraim; Fertile; Productive; Fruitful
Boy/Male
Indian
Fruitful, Productive
Girl/Female
Indian
Progressive, Productive
Boy/Male
Arabic, Australian, Muslim
Fruitful; Productive
Girl/Female
Biblical
Productive; fruitful.
PREDICTIVE INFORMATICS
PREDICTIVE INFORMATICS
Boy/Male
Tamil
Food
Boy/Male
Hindu, Indian, Marathi
True; Faithful
Boy/Male
Egyptian
Gentle.
Boy/Male
Australian, Finnish, German, Irish, Polish, Portuguese, Slavic, Swedish
Fame; Glory; Careful; Spike; Ear of Corn; Famous for his Stead-fast Character; Strength; Stone; Glorious Camp or Stand
Girl/Female
English Greek
Helper, defender of man.
Girl/Female
Muslim
Reward name of An early poe
Surname or Lastname
English
English : habitational name from any of the numerous places, for example in Cambridgeshire, Essex, Gloucestershire, Lincolnshire, Norfolk, Shropshire, and Suffolk, so called from Old English stÅw, a word akin to stoc (see Stoke), with the specialized meaning ‘meeting place’, frequently referring to a holy place or church. Places in Buckinghamshire, Cambridgeshire, Lincolnshire, Northamptonshire, and Staffordshire having this origin use the spelling Stowe, but the spelling difference cannot be relied on as an indication of locality of origin. The final -e in part represents a trace of the Old English dative inflection.Americanized form of various like-sounding Jewish surnames.A John Stowe settled in Roxbury, MA, and took the freeman’s oath in 1634.
Boy/Male
German
Army man; soldier. Famous Bearer: romantic actor Armand Assante.
Girl/Female
Indian
As Precious as Gold
Boy/Male
Tamil
PREDICTIVE INFORMATICS
PREDICTIVE INFORMATICS
PREDICTIVE INFORMATICS
PREDICTIVE INFORMATICS
PREDICTIVE INFORMATICS
a.
Fruitful; productive; profitable.
v. i.
Bearing Children; (Fig.) productive; fruitful.
a.
Having the quality or power of producing; yielding or furnishing results; as, productive soil; productive enterprises; productive labor, that which increases the number or amount of products.
n.
A prediction; also, a preface.
a.
Prolific; productive.
a.
Expressing affirmation or predication; affirming; predicating, as, a predicative term.
a.
Causing existence; productive.
n.
A reductive agent.
a.
Fertile; fruitful; productive.
a.
Yielding abundance; productive; fruitful.
a.
Predictive.
a.
Bringing into being; causing to exist; producing; originative; as, an age productive of great men; a spirit productive of heroic achievements.
n.
Prediction; prophecy.
n.
A prediction.
a.
Inventive; productive; capable.
a.
Foretelling; prophetic; foreboding.
n.
The act of foretelling; also, that which is foretold; prophecy.
a.
Producing, or able to produce, in large measure; fertile; profitable.
n.
A prediction; a vaticination.
p. pr. & vb. n.
of Predict