EST. 2025 · ACTIVE · WRIGHT STATE UNIVERSITY

Emerging Technologies Laboratory Human-Centered Innovation

Where artificial intelligence meets human judgment.
Researching the intersection of emerging technologies, biodefense, and the critical thinking skills that keep humans in control. Equipped with VR/XR immersive technology for simulation, training, and experiential learning.

WSU
BSOM · Dayton, Ohio
100+
Publications
125+
Students Mentored
30+
Books
Lab Location
210 Health Sciences Bldg Wright State University
3640 Colonel Glenn Hwy
Dayton, OH 45435
EMERGING TECHNOLOGIES LABORATORY  ·  WRIGHT STATE UNIVERSITY BSOM  ·  AI/ML INTEGRATION IN GRADUATE EDUCATION  ·  BIODEFENSE & CBRN DEFENSE RESEARCH  ·  COMPUTATIONAL TOXICOLOGY  ·  HUMAN-CENTERED TECHNOLOGY INNOVATION  ·  FORBES TECHNOLOGY COUNCIL MEMBER  ·  ESTABLISHED 2025 · 210 HEALTH SCIENCES BUILDING  · 
Lab PI · ETL
▶ AI Twin · Dr. Terry L. Oroszi
EMERGING TECHNOLOGIES LABORATORY · WRIGHT STATE UNIVERSITY
Director Introduction

Meet the ETL
Lab PI

Dr. Terry L. Oroszi is the founder and director of the Emerging Technologies Laboratory at Wright State University's Boonshoft School of Medicine, where human judgment meets emerging technology.

A Forbes Technology Council member whose work spans AI critical thinking, CBRN biodefense, and graduate health sciences education, Dr. Oroszi brings a rare combination of scientific depth and strategic foresight to the question every institution is now facing: how do you keep humans in control when AI is in the room?

Director Profile Contact the Lab
Research Operatives

Graduate Research Team

ETL-affiliated graduate researchers

ETL RESEARCH TEAM · SLR STUDIO DEVELOPMENT
Human-Baseline Research Cohort

These graduate researchers conducted systematic literature reviews using the traditional Excel-based PubMed methodology during the development period of the ETL's SLR Studio. Their work as human-baseline researchers generated the data points that informed the tool's validation. That is a legitimate, documented research contribution.

THESIS
ETL RESEARCHER · 2025–2026
Kavya Lekkala, PharmD
THESIS STUDENT · COMPUTATIONAL TOXICOLOGY & AI
THESIS
Development of a Graph Neural Network Framework for Toxicity Prediction Using 3D Spatial and Electronic Features Integrated with ToxCast Data

Applying graph neural networks (GNNs) with EPA ToxCast data to predict molecular toxicity — bridging computational chemistry, AI, and pharmacotoxicology.

ALSO PRESENTED · APRIL 1, 2026
Clinical Evidence of Association Between T2DM and Hypothyroidism — 702 patients, 6 months
Poster + Oral GNN · ToxCast 702 Patients
THESIS
ETL RESEARCHER · 2025–2026
Sireesha Akula, PharmD
THESIS STUDENT · AI & CLINICAL PHARMACOLOGY
THESIS
Using Language Models to Reliably Simplify Boxed Warnings

Applying large language models (LLMs) to transform complex FDA Black Box Warning text into reliable, plain-language patient communications. addressing a critical gap in drug safety literacy and informed consent.

LLMs Drug Safety FDA Black Box Health Literacy
THESIS
ETL RESEARCHER · 2025–2026
Vamsi Mohan, BPharm
THESIS STUDENT · DATA SCIENCE & MEDICAL EDUCATION
THESIS
Orange As a Data Analysis and Education Tool for Medical Data

Evaluating the open-source Orange data mining platform as an accessible, no-code AI/ML tool for medical data analysis and health sciences education. lowering the barrier to data science for clinicians and students.

Orange Platform Medical Data No-Code ML Health Education
THESIS
ETL RESEARCHER · 2025–2026
Sahini Bingi, PharmD
THESIS STUDENT · CLINICAL PHARMACOLOGY & SAFETY
THESIS
Safety Profile of Long-Term Opioid Use in Chronic Non-Cancer Pain: A Meta-Analysis

Systematic meta-analysis examining the adverse event profile, dependency risk, and analgesic efficacy of long-term opioid therapy in chronic non-cancer pain — with direct implications for prescribing guidelines and opioid crisis policy.

Meta-Analysis Opioid Safety Chronic Pain Drug Policy
Clinical Trials Coordination · MS Program · 11 Students
2025–2026 COHORT
CTC
JIRMPS · 2026 · hal-05576866
Uday Kiran Bathini & Naresh Vallakati
CO-AUTHORS · PUBLISHED
Dietary Safflower Oil and Cardiometabolic Health: From Molecular Mechanisms to Clinical Implications
Bathini · Vallakati · Oroszi · JIRMPS 21(2):45–74
Published 2026 Cardiometabolic Safflower Oil
CTC
POSTER SYMPOSIUM · APRIL 1, 2026
Santhosh Azhagappan
AI in Pharmacological Cancer Diagnosis: Imaging, Pathology & Biomarker-Driven Therapy Selection

AI integration of imaging, pathology, and multi-omics for PD-L1 and Mcl-1 biomarker identification. Radiomics models predict PD-L1 from CT, reducing invasive biopsies.

AI Radiomics PD-L1 Precision Oncology
CTC
POSTER SYMPOSIUM · APRIL 1, 2026
Kashif Mohiuddin Syed
Emerging Technologies & AI in STEM: Bridging Human Expertise with Machine Intelligence

Review of 17 studies (2020–2025) on ML, robotics, XR, and cognitive computing. Defines hybrid intelligence. Cites Oroszi (2023) as foundational reference.

Hybrid Intelligence XR AI Ethics
CTC
ETL RESEARCHER · 2025–2026
Tina Davison
POSTER · APRIL 2026
Beyond the Siloes: A Unified Framework for Host-Pathogen-Pharmacokinetic Drivers of Antibiotic Resistance
Antibiotic Resistance Pharmacokinetics Infectious Disease
CTC
ETL RESEARCHER · 2025–2026
Anusha Garvandhula
POSTER · APRIL 2026
How Social Media Impacts Mental Health: Risks, Benefits
Social Media Mental Health Public Health
CTC
ETL RESEARCHER · 2025–2026
Brianne N. Jones
POSTER · APRIL 2026
How Much Do You Want to Know?: Genetic Testing in Modern Medicine
Genetic Testing Precision Medicine Clinical Genomics
CTC
ETL RESEARCHERS · 2025–2026
Maaz Abdul Munaf Shaikh & Kashif Mohiuddin Syed
POSTER 01 · APRIL 2026
Organ-on-a-Chip and Microphysiological Systems as Advanced Biosensing Platforms for Environmental Toxicology, Nanomaterial Safety Assessment, and Translational Diagnostics
POSTER 02 · APRIL 2026
Application of Emerging Technologies and Artificial Intelligence in STEM to Bridge Human Expertise with Machine Intelligence
Organ-on-a-Chip AI / Emerging Tech Toxicology
CTC
ETL RESEARCHERS · 2025–2026
Dharani Karnayana & Sai Kiran Yerragunta
POSTER 01 · APRIL 2026
Sleep and Circadian Rhythm: Gatekeepers of Health and Drivers of Disease
POSTER 02 · APRIL 2026
Health Effects of Climate Change: Narrative Review of a 20-Subgroups Keywords-Based Literature Mapping
Sleep & Circadian Climate Change Systematic Review
CTC
ETL RESEARCHER · 2025–2026
Naresh Vallakati
POSTER · APRIL 2026
Advances in Precision Neuro-Oncology
SEE ALSO: Safflower Oil & Cardiometabolic Health (co-authored publication)
Neuro-Oncology Precision Medicine Cancer Treatment
CTC
ETL RESEARCHER · 2025–2026
Poojitha Gorla
Clinical Trials Coordination · Wright State University Boonshoft School of Medicine
THESIS
Design and Evaluation of pH-Dependent Time-Delayed Compressed Tablets for Colon-Targeted Drug Delivery
ALL AFFILIATED WITH: ETL · 210 HEALTH SCIENCES BUILDING · WRIGHT STATE UNIVERSITY · BSOM
Director: Dr. Terry L. Oroszi

Research Directives

Core research areas actively pursued within the ETL at 210 Health Sciences Building

DIRECTIVE // 00 · ETL TOOL
🔬
SLR Studio
Live Research Engine

Developed by Dr. Oroszi and licensed to the Emerging Technologies Laboratory. A full systematic literature review engine that takes researchers from keyword architecture to publishable manuscript — with AI assistance at every stage, human judgment at every decision.

SLR Studio provides six output modes and ten standalone research tools:

Literature Review · Gap Mining · Thesis & Dissertation · Academic Poster · Systematic Review / PRISMA 2020 · Grant Significance & Innovation

Research Tools include: Methods Coach, Reviewer Response Assistant, Argument Coherence Checker, Figure Studio, Cite-Check & Reference Fixer, Poster ↔ Paper Converter, Presentation Builder, Figure from Text, and Journal Finder.

Launch Studio →
DIRECTIVE // 01
🧠
AI Critical Thinking & Human Deference

Studying AI sycophancy, aspirational hallucination, and cognitive deference. The patterns by which humans and institutions over-trust AI output. Develops frameworks for critical AI adoption that restore human judgment in academic medicine, national security, and biodefense. Examines single-vendor cognitive monoculture, the "Architecture of Uncritical Deference," and how AI drift happens in your own voice.

Forbes AI Series AI Sycophancy Cognitive Deference
DIRECTIVE // 02
⚗️
Computational Toxicology & Biodefense AI

Applying machine learning to CBRN threat detection, cardiometabolic risk modeling, and pharmacological data science.

DoD · DHS · CBRN
DIRECTIVE // 03
🎓
AI + VR/XR in Graduate Health Sciences Education

Pioneering responsible AI/ML and immersive VR/XR integration in Pharmacology & Toxicology graduate programs, developing simulation environments, curriculum, and assessment tools for the AI-augmented, experience-driven classroom.

BSOM · P&T · VR/XR · Graduate Programs
DIRECTIVE // 04
🔬
Cardiometabolic & Dietary Health Research

Molecular and clinical investigation of dietary interventions in cardiometabolic disease. Current focus: safflower oil, lipid metabolism, and AI-assisted clinical implications modeling.

JIRMPS · 2026
DIRECTIVE // 05
🌐
Public Health Data Science

Harnessing population-level datasets to model mass casualty scenarios, bioterrorism preparedness, and predictive surveillance. Data hosted on Harvard Dataverse.

Harvard Dataverse
DIRECTIVE // 06
🔐
Nonverbal Intelligence & Behavioral Analysis

Technology-augmented behavioral threat assessment. Bridging psychology, AI pattern recognition, and law enforcement tradecraft for real-world threat identification and de-escalation.

FBI WMD · InfraGard Body Language Certification →
DIRECTIVE // 07
🎯
4/5/6 Power Platform Leadership Assessment

A card-based leadership diagnostic developed by Dr. Oroszi. Select your cards. The pattern reveals everything — which frames you lead from, where your power actually comes from, and which styles you reach for under pressure.

In the hands of a trained analyst, it goes further. Dr. Oroszi has identified behavioral patterns in people she has never met, including whether someone will do anything to close a deal.

Used in hiring, onboarding, team development, and leadership coaching.

Take the Assessment →
DIRECTIVE // 08
🎭
Egos at the Table

A behavioral observation and facilitation game developed by Dr. Oroszi that teaches you to identify the 12 meeting personality types sabotaging your productivity. Unproductive meetings cost U.S. organizations $37 billion annually. Learn to read the room, decode power plays, and manage ego-driven behaviors before they derail your next meeting. Includes a live Meeting Bingo card, character profiles, a simulation game with secret role assignment, and a body language reading guide grounded in Dr. Oroszi's behavioral research. Available for ETL visitors, faculty, corporate training, and team development.

Play the Game → Get Facilitator Certification →
Personnel File

Lab Director

Cleared for public release

Dr. Terry L. Oroszi
Dr. Terry L. Oroszi
Director, ETL  ·  Associate Professor & Vice Chair
DEPT:  Pharmacology & Toxicology
SCHOOL:  BSOM, Wright State Univ.
LOCATION:  HSB 217 + ETL (210 HSB)
AFFIL:  Forbes Technology Council
STATUS:  ● ACTIVE
CONTACT:  [email protected]

Mission Briefing

Dr. Terry L. Oroszi is a transformational leader with deep cross-sector experience spanning academia, military, government, and nonprofit environments. As Director of the Emerging Technologies Laboratory and Vice Chair of Pharmacology & Toxicology at Wright State University's Boonshoft School of Medicine, she is at the forefront of integrating AI and emerging technologies into health sciences education and biodefense research.

Operational Record

Author of 30+ books and 100+ peer-reviewed publications. Member, Forbes Technology Council. Founder and Director of the nationally recognized CBRN Defense Certificate Program with partnerships spanning the FBI, DHS, and DoD. Secretary, InfraGard National Board. Founder, Mission Possible Institute LLC.

Core Expertise

AI/ML Integration Biodefense & CBRN Computational Toxicology Behavioral Threat Assessment Emergency Management Pharmacology & Toxicology Nonverbal Intelligence Public Health Data Science

External Affiliations

Forbes Technology Council · InfraGard National Board Secretary · Gandhi-King Center for Nonviolence (CEO) · U.S. State Department Speaker Program

Latest Intel

Featured Intelligence

Most recent public briefing from ETL Director Dr. Terry L. Oroszi

Presented: April 6, 2026  ·  1 hr 18 min

The Architecture of
Uncritical Deference

What happens when institutions and individuals stop questioning the systems they defer to? This briefing examines the structural conditions that produce uncritical deference to AI systems, the psychological mechanisms that normalize it, and what academic institutions must do to reverse the trend before it becomes embedded in professional culture.

Originally published via Forbes Technology Council and expanded into a full academic presentation delivered April 6, 2026.

Read on Forbes Request Recording Access
Published in
ForbesTechnology Council
▶  Recording: 1h 18m

Publications & Forbes Articles

Solo articles, expert panel contributions, peer-reviewed research, and books, all published under Dr. Terry L. Oroszi, Forbes Technology Council Member

Member Articles · 2025–2026
— 2026 —
Official Member
Forbes
Technology
Council
10 articles published · AI leadership · emerging technology strategy · academic integration
Magic 8 Ball in the Boardroom
NEW · TODAY
APR 07, 2026
Forbes Technology Council
The Magic 8 Ball In The Boardroom

Ask a Magic 8 Ball to make a strategic decision and everyone laughs. Ask an enterprise LLM connected to your internal data and everyone nods. Neither one is actually performing analysis. The difference matters enormously.

Read on Forbes
When AI Is Too Nice
MAR 13, 2026
Forbes Technology Council
When AI Is Too Nice: The Danger of Aspirational Hallucinations

There is a subtler failure than hallucination that almost nobody is talking about. It happens when AI tells you your work is great, and it isn't. That is not a glitch. That is a design pattern.

Read on Forbes
From Panic to Progress
DEC 12, 2025
Forbes Technology Council
From Panic to Progress: Why Academia Must Embrace Generative AI

As a medical school professor who teaches academic writing, I see the tension firsthand. Generative AI isn't the end of academia. It's the beginning of Scholar 2.0.

Read on Forbes
Leveraging Emerging Tech
Forbes · Oct 2025
Leveraging Emerging Tech to Free Academia from Traditional Grant Funding

Blockchain, tokenized research grants, and decentralized funding. A new model for academic independence.

Read on Forbes →
Forbes · 2025
Artificial Intelligence Takeover: Not with a Bang

Twenty minutes into drafting an article, I stopped. The voice was mine. The rhythm was mine. The vocabulary was mine. But the argument had moved somewhere I had not chosen to take it.

Read on Forbes →
Forbes · 2025
The AI SME Trap: Why You Keep Hiring Engineers When You Need Architects

Organizations searching for an AI strategy lead who also has a computer science degree. That is like a hospital searching for a chief of surgery who is also an expert machinist.

Read on Forbes →
Forbes · 2025
The Single-Vendor Blind Spot: Why Your AI Stack Needs Cognitive Diversity

I have three AI assistants. Gemini validates my thinking. Co-Pilot helps me brainstorm. Claude challenges everything. What I accidentally built was a Breakfast Club for AI.

Read on Forbes →
Panel Expert Contributions

Featured alongside other world-class CIOs, CTOs, and technology executives in Forbes Technology Council expert roundups.

Forbes · Nov 2025
PANEL EXPERT
Albania's 'Diella': Tech Experts Weigh In On AI-Powered Governance
Accountability Questions Will Reshape Democratic Norms

The most significant implication is the potential for a fundamental shift in political accountability. When AI makes a decision that goes wrong, the public cannot hold an algorithm accountable in the same way.

Read on Forbes →
Forbes · Apr 2026
PANEL EXPERT
How To Leverage AI-Driven Insights To Power Better Business Operations
Translate AI Outputs Into Decision-Makers' Language

Analytics teams fail at adoption not because insights are wrong but because humans discount what they do not intuitively trust. Embed a behavioral translator between the model and the decision-maker.

Read on Forbes →
Forbes · Feb 2026
PANEL EXPERT
How To Handle Major Systems Disruptions: Tech Experts' Strategies
Build Your Own Backup Plan

When the med school blocked graduate students from presenting at their symposium at the last minute, we pivoted hard. We set up easels in our department, recruited faculty as judges, and turned a disaster into a tradition.

Read on Forbes →
Forbes · Oct 2025
PANEL EXPERT
How To Make Continuing Education For Tech Teams More Engaging
12. Pitch Ideas In Shark Tank Sessions

As an academic administrator, a Shark Tank-style session reframes traditional knowledge-sharing into a high-stakes, yet supportive, collaborative pitch, making learning visceral and memorable.

Read on Forbes →
Forbes · Sep 2025
PANEL EXPERT
20 Proven Strategies To Boost System Resilience After Incidents
10. Adopt Blameless Post-Mortems

A key change after a major incident is adopting a blameless post-mortem to analyze systemic failure. Instead of blaming individuals, investigate the environmental and procedural flaws. This builds more resilient organizations.

Read on Forbes →
Forbes · Oct 2025
PANEL EXPERT
Programmatic Technology Applications That Are Transforming Industries
18. Personalized Learning Platforms

AI-powered personalized learning platforms will transform academia by tailoring educational content and pacing to each student's individual needs, learning style, and progress, moving beyond the one-size-fits-all approach.

Read on Forbes →
Forbes · Aug 2025
PANEL EXPERT
20 Ways To Design AI Governance, Risk And Compliance Plans That Work
18. Eliminate Bias In AI Systems

From an education leadership standpoint, a critical factor for AI governance is ensuring fairness and mitigating bias. We must prevent AI from perpetuating or amplifying existing inequities, particularly in student assessments.

Read on Forbes →
Forbes · Aug 2025
PANEL EXPERT
Expert Tips To Help Tech Leaders Communicate With Any Audience
5. Prioritize Clarity And Simplicity

Translate complex tech into understandable language for all audiences. Avoid jargon, use analogies, and focus on the "what" and "why," not just the "how." This ensures your message truly resonates.

Read on Forbes →
Selected Peer-Reviewed Publications & Books
AI, Data Science & Technology-Forward Research
2025
Artificial Intelligence in Assisted Public Health Campaigns: Evaluating Its Effectiveness During The Coronavirus Pandemic
Opoku A, Oroszi T
Open Journal of Applied Science · Accepted pending revisions
2025
Improving Statistics Education with Design Project Based Learning, Problem Solving, and Peer Review
Bihl TJ, Oroszi TL, Ganapathy S, Travers JB
American Society for Engineering Education (ASEE) · NCS Annual Conference
2024
Artificial Intelligence and Its Scope in the Treatment of Diabetes
Sood AS, Oroszi T
Open Journal of Nephrology, 14(12)
2021
Public Discussion of Anthrax on Twitter: Using Machine Learning to Identify Relevant Topics and Events
Miller M, Romine W, Oroszi T
JMIR Public Health and Surveillance, 7(6)
Nanotechnology, Drug Delivery & Biomedical Engineering
2025
Revolutionizing Healthcare: The Transformative Potential of Nanotechnology in Medicine
Durgam LK, Oroszi TL
Frontiers in Drug Delivery · doi:10.3389/fddev.2025.1556426
2025
Progress and Advancement in Nanotechnology and Nanomedicine to Cure and Treat Breast Cancer
Kewat S, Oroszi T
Advances in Nanoparticles · Accepted pending revisions
2025
Bridging Scales: A Global Perspective on the Detection, Effects, and Management of Microplastics and Nanoplastics
Venkatesaprasath SP, Oroszi TL
Journal of Environmental Protection · Accepted pending revisions
High-Tech Biomedical Diagnostics & Therapeutics
2025
Targeted Lymphocyte Therapy in Melanoma: Advancing Immuno-Oncology
Sumitha G, Oroszi T
Journal of Cancer Therapy · Accepted pending revisions
2025
Advancing Atherosclerosis Management: Innovative Targeted Cell Therapy Approaches
Shanmukh Reddy S, Oroszi T
World Journal of Cardiovascular Diseases, 15(7) · doi:10.4236/wjcd.2025.157034
2025
Role of P-gp in Treatment of Cancer
Yendapalli VSNR, Williams K, Oroszi T
Advances in Infectious Diseases, 16(1) · doi:10.4236/jct.2025.161001
2024
Wound Fluid Extracellular Microvesicles: A Potential Innovative Biomarker for Wound Healing
Mari W, Younes S, Sheehan E, Oroszi TL, Cool DR, Suliman R, Simman R
Plastic and Reconstructive Surgery–Global Open, 12(5) · doi:10.1097/GOX.0000000000005781
CBRN, Toxicology & National-Security–Relevant Science
2026
American Female Terrorists: Behavioral and Radicalization Patterns
Oroszi TL, Grubert B, O'Mahoney S, Kennedy W
Psychology of Violence · Submitted Jan 2026 · Under review
2023
Galactosamine
Uggumudi D, Oroszi TL, Ray SD
Encyclopedia of Toxicology (4th ed.) · Academic Press, ISBN 9780323854344
2020
Overview of SARS-CoV-2 Outbreak and Potential Therapeutic Strategies
Eldalal O, Oyebanji O, Thapa P, Oroszi T
Global Journal of Health Science, 12(13)
2019
Ignorance Is the Parent of Fear: Responding to Social Media in CBRNe Events
Miller M, Oroszi T, Romaine W, Williams K
CBRNe World · Falcon Communications UK
Books & Full Catalog
2023
Emerging Technologies in STEM Education
Oroszi TL
Book · Cited as foundational reference in 2025–2026 graduate research
2022
The American Terrorist: A 20-Year Study
Oroszi TL
Greylander Press, LLC
2019
The American Terrorist: Everything You Need to Know to be a Subject Matter Expert
Oroszi TL & Ellis DH
Greylander Press, LLC · Washington Times Book Review Featured
30+
Full catalog: 30+ books, 100+ peer-reviewed publications
Oroszi TL and collaborators · ResearchGate profile maintained
ResearchGate · Harvard Dataverse · Various peer-reviewed journals
Full List →

Systematic Literature Review Workshop

A structured, data-driven SLR methodology taught to graduate students and clinicians, designed to compress months of work into a publishable manuscript. Before the workshop, assess your leadership profile using the 4/5/6 Power Platform Assessment →

THE METHOD
Gold-Standard SLR
Accelerated

A strategic workflow integrating the scientific rigor of the Systematic Literature Review (SLR) with data-driven tools to accelerate the process from keyword search to publishable manuscript, without sacrificing rigor or reproducibility.

Developed by Dr. Oroszi and licensed to the ETL. Taught at the Boonshoft School of Medicine for over a decade.

CHALLENGE 01
Time
Focus-Driven Workflow identifies 25–35 Foundation Papers immediately. Saves months
CHALLENGE 02
Bias
SLR Foundation uses explicit, reproducible criteria. Makes the review scientifically defensible
CHALLENGE 03
Expertise
Quantitative Argument Mapping generates instant authority. Pinpoints gaps typically found only after years of expertise
5-STEP WORKFLOW
01
Keyword
Subgroups
02
PubMed
Screening
03
Pivot Table
Author Map
04
Mind Map
Gaps
05
Target
Journal
ALSO COVERS:
Predatory Journal Avoidance Authorship Ethics Research Gap Analysis Subgroup Overlap Detection Mine the Gaps Mode Thesis Dissertation Development Academic Poster Architecture Journal Targeting Strategy Manuscript Draft Architecture
THREE WORKSHOP TRACKS
TRACK 1
Human-Led, Minimal AI

The original classroom method. Researchers learn the full SLR process — keyword architecture, Boolean search logic, subgroup construction, gap identification — before any AI acceleration. Excel-based with PubMed and OpenAlex. Human judgment at every decision point. This is where scientific rigor is built. The zeros are not failures. They are the point.

TRACK 2
AI-Assisted

Human-led with SLR Studio augmenting the process. AI generates keyword pools, identifies foundation papers across 25 subgroups, surfaces literature gaps, and scaffolds analysis. The researcher makes every interpretive decision. Includes Gap Mining, Thesis Development, and Poster modes. The researcher drives. The studio navigates.

TRACK 3
Full SLR Studio Pipeline

End-to-end SLR Studio workflow. Keyword architecture → live OpenAlex search → foundation paper identification → gap analysis → PRISMA 2020 compliance → manuscript draft → poster → grant significance sections. Includes all ten Research Tools: Methods Coach, Reviewer Response, Figure Studio, Journal Finder, and more. From first search to submission-ready draft in one session.

DR. OROSZI · LICENSED TO ETL · LIVE RESEARCH ENGINE
Try the SLR Studio

Enter a research topic. The studio builds your full keyword architecture, searches OpenAlex across 25 subgroups, identifies foundation papers, surfaces gaps, and generates a manuscript outline. In one session.

Launch SLR Studio →
01
Scalable Literature Review

AI-assisted from keyword architecture to draft manuscript. Full transparency at every step. Researchers learn the process, not just the output.

02
Mine the Gaps

Surfaces real gaps in the literature and converts them into viable research project ideas. The zeros are not failures. They are the point.

03
Thesis & Dissertation Development

Structures the literature foundation for graduate research from the first search to a defensible argument.

04
Academic Poster Creation

Builds the evidence architecture that turns a search into a presentable, defensible poster.

Reach the Lab

Contact & Access

Collaboration requests, research inquiries, and student applications

Lab Coordinates

Location Emerging Technologies Laboratory
210 Health Sciences Building
Wright State University
3640 Colonel Glenn Hwy, Dayton OH 45435
Director Dr. Terry L. Oroszi, M.S., Ed.D.
Phone 937-775-4832
Office Health Sciences Building 217