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A conference paper detailing the creation and implementation of synthetic personas using generative AI to transform static market research into interactive tools that actively engage sales teams and inform business decisions.
Year:
2026
Organization:
J&J; Lumanity
Speakers:
Damian Eade, Kristina Ogneva, Mattias Blomgren
Topic:
Synthetic Research; Market Segmentation; Generative AI Applications
Document Type:
Conference Paper / Case Study
Target Audience:
Market Researchers; Sales Teams; AI Practitioners
Key Challenges:
Underutilized research outputs, balancing accuracy and authenticity, human-first technology adoption
Methods:
Development of synthetic personas, phased proof-of-concept, iterative testing and user feedback
Applications:
Customer engagement, business decision support, sales force enablement
Context:
Market research within a large disease area requiring actionable segmentation
Key Learnings:
Managing calculated risks, prioritizing authenticity, human-centered technology deployment
Date Presented:
2026
Price: 8 / 10 USD
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Year:
2023
Region / City:
Not specified
Topic:
Demand forecasting, inventory management, machine learning, supply chain optimization
Document Type:
Review paper
Author:
Not specified
Target Audience:
Researchers, supply chain practitioners
Period of Action:
Not specified
Approval Date:
Not specified
Date of Changes:
Not specified
Year:
2024
Region / City:
United States
Topic:
Veterans Affairs, Criminal Justice
Document Type:
Webinar Transcript
Organization:
Bureau of Justice Assistance
Author:
Scott Tirocchi, Katherine Stewart
Target Audience:
Criminal Justice Professionals, Veterans Affairs Specialists
Date Approved:
July 25, 2024
Date of Changes:
N/A
Year:
2023
Region / City:
Texas, USA
Topic:
Healthcare Data Integration, OMOP CDM, Epic ETL
Document Type:
Research Paper
Organization / Institution:
University of Texas Southwestern Medical Center, Texas Health Resources
Authors:
Aamirah Vadsariya, Mereeja Varghese, Bhavini Nayee, Jessica Moon, Chaitanya Katterapalli, Clark Walker, Chris Gonzalez, Sonam Sohal, Christoph U. Lehmann, Ferdinand Velasco, Mujeeb Basit, DuWayne Willett
Target Audience:
Healthcare professionals, researchers in healthcare data systems
Period of Action:
2023
Approval Date:
Not specified
Modification Date:
Not specified
Year:
2023
Region / City:
United States
Topic:
Workforce Development, AI, Financial Literacy, Employee Well-being
Document Type:
Research Paper
Organization / Institution:
Unknown
Author:
Ahlheit, Gill
Target Audience:
Organizational Leaders, HR Professionals, Employees
Period of Validity:
Ongoing
Approval Date:
2023-05-10
Modification Date:
N/A
Year:
2020
Organization:
NASA Goddard Space Flight Center
Authors:
Yen Wong, Scott Schaire, Chitra Patel, Leslie Ambrose, Obadiah Kegege, Denise Thorsen
Location:
Greenbelt, MD, USA; Fairbanks, AK, USA
Document type:
Conference paper
Field:
Space communications, Small satellite technology
Target audience:
Space mission planners, satellite engineers
Period of applicability:
Near-Earth missions up to 2030
Communication technologies discussed:
DVB-S2, Variable Coding and Modulation (VCM), X-band and Ka-band radios
Collaborating institutions:
University of Alaska Fairbanks
Commercial service providers mentioned:
Amazon Web Service Ground Station (AGS), KSATLITE
Year:
2023
Region / Institution:
Unspecified medical research institution
Topic:
Medical imaging, prostate cancer, MRI, machine learning
Document type:
Supplemental Digital Content
Methodology:
PI-RADS guided contrastive learning, convolutional neural networks, transformer encoders, ensemble models
Data:
Bi-parametric prostate MR images, clinical variables including PSA, PSAD, age, and prostate volume
Audience:
Radiologists, medical researchers, AI in healthcare professionals
Parameters:
T2-weighted imaging (T2WI), diffusion-weighted imaging (DWI), echo-planar imaging sequences, b-values 50, 1000, 1500 s/mm²
Model details:
36M parameter Representation Learner (RL) combining CNN and transformer encoders
Validation:
t-SNE visualization, box and whisker plots, binary cross-entropy loss, early stopping, hyper-parameter tuning
Performance metrics:
csPCa detection, avoidance of benign biopsies, ensemble prediction combining RL and clinical models
Training:
50 epochs for RL, 1000 epochs for biopsy decision models, AdamW optimizer, stochastic gradient descent with momentum, data augmentation including rotations, cropping, brightness/contrast adjustments, elastic deformations
Reference literature:
Umapathy et al. 2023, Yala et al. 2021, Shen et al. 2023
Note:
Year
Document Type:
Lesson Plan
Organization / Institution:
Wadhwani Operating Foundation
Target Audience:
Students
Year:
2010
Region / City:
United States
Theme:
Mortality rates by industry segment
Document Type:
Research article
Organization / Institution:
Not specified
Author:
Not specified
Target Audience:
Researchers, health professionals
Period of Validity:
1979-2010
Approval Date:
Not specified
Date of Modifications:
Not specified
Note:
Year
Topic:
Mathematics, Geometry
Document Type:
Educational Material
Target Audience:
Students preparing for IGCSE exams
Note:
Year
Region / City:
Michigan
Theme:
Agriculture Education
Document Type:
Educational Resource
Organization / Institution:
Michigan Agriculture Educators
Target Audience:
Agriculture Teachers
Contextual Description:
Resource document for Michigan agriculture educators outlining core ideas, safety guidelines, animal handling, and plant systems curriculum standards.
Year:
2023
Region / city:
N/A
Topic:
Hepatectomy procedure and postoperative care
Document type:
Medical protocol
Organization:
N/A
Author:
N/A
Target audience:
Healthcare professionals, surgeons, anesthesiologists
Effective period:
N/A
Approval date:
N/A
Amendment date:
N/A
Year:
2025
Region / city:
Kerala, India
Topic:
Shrimp aquaculture, White Spot Syndrome Virus (WSSV)
Document type:
Research article
Organization / institution:
Not specified
Author:
Not specified
Target audience:
Researchers, aquaculture professionals
Period of validity:
Not applicable
Approval date:
Not specified
Modification date:
Not specified
Keywords:
WSSV, Variable Number Tandem Repeats, Genotyping, PCR, Shrimp farming, Kerala
Contextual description:
A research article on the genotyping of WSSV in shrimp farms in Kerala, India using VNTR loci for identifying potential sources of the virus and its spread.
Note:
Year
Theme:
Film Editing, Psychological Experimentation
Document Type:
Script
Target Audience:
Film industry professionals, researchers in psychological studies
Year:
2026
Region / State:
Texas, USA
Document Type:
Hydrological reference / Water body classification
Scope:
River and reservoir segments
Responsible Authority:
Texas Water Development Board
Geographical Coverage:
Canadian River Basin, Red River Basin, Sulphur River Basin, Cypress Creek Basin
Units of Measurement:
Feet, Kilometers, Miles
Intended Audience:
Environmental agencies, hydrologists, water resource planners
Update Frequency:
Periodic revisions based on hydrological assessments
Data Effective Date:
2026
Description:
Official hydrological reference listing river and reservoir segments across major basins in Texas, detailing boundaries, normal pool elevations, and confluences for use in water management and planning.
Year:
2026
Region / City:
Global
Topic:
Microsoft Dynamics 365 Finance and Operations Apps Developer
Document Type:
Exam Question
Organization / Institution:
Microsoft
Author:
Microsoft
Target Audience:
Dynamics 365 Finance developers
Effective Period:
Ongoing
Approval Date:
2026
Modification Date:
N/A
Year:
2025-2026
Region / City:
Waterloo
Topic:
Early Years Education, Continuous Quality Improvement
Document Type:
Educational Plan
Organization:
Region of Waterloo Children’s Services
Author:
Not specified
Target Audience:
Early Years educators and staff
Period of Implementation:
2025-2026
Approval Date:
Not specified
Modification Date:
Not specified
Year:
2025
Region / City:
New South Wales
Subject:
Curriculum Implementation
Document Type:
Educational Resource
Institution:
NSW Education Standards Authority
Author:
School and system leadership team
Target Audience:
School Principals, Leadership Teams, Teachers
Period of Implementation:
2025–2026
Approval Date:
14/04/2025
Last Updated:
15/07/2025
Anticipated Review:
Annually
Year:
2024
Region / City:
Florida, USA
Topic:
Criminal Law, Sexual Battery
Document Type:
Legal Instruction
Author:
Florida Legislature
Target Audience:
Legal professionals, judges, prosecutors, defense attorneys
Period of validity:
From 1987, with amendments through March 2024
Date of approval:
1987
Date of amendments:
December 21, 2022; March 8, 2024
Year:
2024
Region / City:
Queensland
Topic:
Human rights, legislation
Document type:
Submission template
Institution:
Queensland Council of Social Service
Author:
Queensland Council of Social Service, Clayton Utz
Target audience:
Individuals, organizations, and public entities engaging with the Human Rights Act review
Period of validity:
Until submission deadline, 21 June 2024
Approval date:
N/A
Date of amendments:
N/A
Note:
Contextual description