Dementia Neuroscience LabDementia Neuroscience LabToward a world without dementia
Our Mission

Translating dementia research into better care

Co-directed by Drs. Khushboo Verma and Satwant Kumar, advancing Alzheimer's disease and related dementias through biomarkers, brain-systems research, and real-world care pathways.

We treat rigor as a form of compassion: clear endpoints, transparent methods, and results you can cite.

New preprint (under review; not clinical guidance)

Design-induced circularity in Alzheimer biomarker trials and trial-ready cohorts

A methods-focused preprint on enrichment, estimand mismatch, and selection–inference reuse (“double dipping”).

Dr. Satwant Kumar and Dr. Khushboo Verma
Leadership

Dr. Khushboo Verma & Dr. Satwant Kumar

Co-directors and partners in life and in science, translating dementia research into better care across biomarkers, clinically grounded AI, and real-world care pathways.

Multimodal biomarkers — PET, MRI, and psychometrics for rigorous phenotyping

Clinically grounded AI — building tools that respect evidence, bias, and workflow

Implementation science — turning results into scalable care pathways

Meet the full team

Quick start

Core Pillars

From biomarkers to implementation

Three tightly linked programs organize our work—moving us toward a world without dementia, from multimodal biomarkers to implementation in real-world care.

Integrated Biomarkers

Psychometrics, PET, and Cortical Biomarkers

Aquileo | Biomarkers

Longitudinal, multimodal modeling of secondary datasets (e.g., OASIS-3) integrating amyloid PET, structural MRI, and psychometrics to quantify continuous dementia severity and trajectories across distributed cortical and subcortical systems.

  • Psychometrics and Aβ-PET jointly stratify clinical dementia severity (AAN 2023; Neurology 100(17_supplement_2):0104).
  • Open-source, multicenter-validated stroke lesion segmentation model supports voxel-based lesion–symptom mapping (Diagnostics 12:2055, 2022).

Care Pathways

Express Dementia Care & Rural Health Equity

Aquileo | Care pathways

Research and implementation framework for closed-loop Express Dementia Care (EDCC) — workflow design, caregiver navigation, and system-level measurement of access and readiness for disease-modifying therapies in rural East Texas.

  • EDCC pilot data evaluating triage loops, time-to-diagnosis, and caregiver outcomes (AAN 2026 abstracts, submitted).
  • Equity analyses quantify infusion-readiness gaps and care barriers for anti-amyloid therapies.

Systems & AI

Systems Neuroscience, AI & Decision Support

Aquileo | Clinical AI

Combining primate systems neuroscience with clinically grounded AI, spanning lesion–symptom mapping, physician-scored benchmarks (ExpertMedQA), and BooksMed decision support.

  • International consortium of 21 physicians across 7 countries validated ExpertMedQA / BooksMed (AAN 2024; Neurology 102(7_supplement_1):3830).
  • Inverse-graphics and optogenetic systems neuroscience studies (PNAS 2025; eLife 2022) inform algorithm design for clinical AI.

Methods & modalities

Capabilities built for collaboration

A systems neuroscience foundation with translational methods that scale to real datasets and real clinics—because better measurement is a path to better care.

Aquileo | Biomarkers

Multimodal biomarkers

PET and neuropsychological phenotyping with transparent evaluation metrics and clinically interpretable endpoints.

Aquileo | Neuroimaging

Neuroimaging analytics

Multicenter stroke lesion segmentation supporting voxel-based lesion–symptom mapping and scalable imaging workflows.

Aquileo | Analytics

Quantitative modeling

Trajectory and severity modeling designed to surface assumptions, uncertainty, and sensitivity to cohort definitions.

Aquileo | Clinical AI

Clinically grounded AI

Physician-scored benchmarks (ExpertMedQA) and state-of-the-art performance validation for expert-level clinical queries.

Aquileo | Care pathways

Implementation science

Express Dementia Care (EDCC) workflows, readiness measurement, and equity-focused operational evaluation.

Aquileo | Connectome

Systems neuroscience

Mechanistic grounding from causal and computational systems neuroscience to inform translational hypotheses and model design.

Collaboration

A collaboration model designed for rigor

Our north star is a world without dementia. We work like an academic lab: clear endpoints, explicit assumptions, and outputs that stand up to review.

01

Aquileo | Connectome

Scope the scientific question

Define the clinical context, primary endpoint, and success criteria. We align hypotheses with measurement constraints and realistic effect sizes.

02

Aquileo | Connectome

Data, governance, and methods

Agree on data access, IRB/DUA requirements, and a reproducible analysis plan. We prioritize transparent evaluation and sensitivity analyses.

03

Aquileo | Connectome

Deliverables you can use

Produce figures, methods text, and artifacts that support abstracts and manuscripts—plus code and documentation when release is feasible.

Aquileo | PublicationsPrefer citations and traceable claims? We link key statements to relevant publications and abstracts.

Featured Work

Flagship research & implementation projects

Selected projects spanning biomarker science, health disparities, and systems neuroscience—built for measurable impact.

Aquileo | Clinical AI
AIclinical decision support

ExpertMedQA & BooksMed Clinical AI

Physician-scored benchmark across seven countries evaluating expert neurology scenarios and what it takes for clinical AI to be trusted in practice.

Aquileo | Analytics
biomarkerspsychometrics

Psychometrics + Aβ-PET Severity Mapping

OASIS-3 secondary data analysis integrating amyloid PET and neuropsychological testing to model continuous dementia severity and cognitive decline—supporting more precise phenotyping and earlier detection.

Aquileo | Neuroimaging
strokelesion mapping

Voxel-Based Lesion–Symptom Mapping for Stroke

Open-source, multicenter-validated stroke lesion segmentation (Diagnostics 2022) enabling scalable, reproducible voxel-based lesion–symptom mapping analyses.

Aquileo | Care pathways
care pathwayshealth equity

Express Dementia Care & Anti-Amyloid Equity

Closed-loop EDCC pathway for rapid triage, caregiver navigation, and measurement of readiness and equity for disease-modifying therapies in rural East Texas—designed to extend evidence-based care beyond major centers.

YouTube

Latest videos from The Dementia Doctor

Recent public education videos on dementia care, caregiver support, and communication strategies.