Mentors & collaborators

The people behind the work.

The Sultan Lab's program has been shaped by formal training mentors, senior scientific advisors, and active research collaborators. Sigmund stands on the work they have built over decades.

K12 & T32 mentors

Formal training mentors

The mentors of record on Dr. Sultan's NIH NIDA K12 award and his prior T32 research fellowship — the relationships that built the lab.

FL

K12 Primary Mentor · 2021–present

Frances R. Levin, MD

Kennedy-Leavy Professor of Psychiatry

Chief, Division on Substance Use Disorders · Columbia University Irving Medical Center / NYSPI

Primary mentor on the NIDA K12 Mentored Clinical Scientist Development Program. Supervises career development in substance use disorders research; co-author on Pediatrics 2026 cannabis paper.

TW

K12 Co-Mentor

Timothy E. Wilens, MD

Chief, Division of Child & Adolescent Psychiatry · MGH Trustees Chair in Addiction Medicine

Massachusetts General Hospital · Professor of Psychiatry, Harvard Medical School

K12 co-mentor providing expertise on ADHD across the lifespan and substance use disorders. Co-author on the Pediatrics 2026 cannabis paper. h-index 124; ~54,000 citations.

CF

K12 NLP Mentor

Carol Friedman, PhD

Professor of Biomedical Informatics · Creator of the MedLEE clinical NLP system

Department of Biomedical Informatics · Columbia University Irving Medical Center

K12 mentor for the natural-language processing work underlying CEBA-ADHD and the Sultan Lab's clinical-record phenotyping pipeline. Dr. Sultan's K12 work applies Dr. Friedman's MedLEE system to extract granular clinical data from unstructured clinical records — identifying adolescent ENDS/vaping cohorts (n=38,261) buried in narrative clinical notes. Pioneer of clinical NLP; American College of Medical Informatics; National Academy of Medicine.

MO

T32 Senior Research Mentor · 2016–2019

Mark Olfson, MD, MPH

Elizabeth K. Dollard Professor of Psychiatry, Medicine, and Law · Professor of Epidemiology

Columbia University Irving Medical Center · Mailman School of Public Health

T32 senior mentor; co-author on the landmark 2019 JAMA Network Open paper on antipsychotic prescribing in ADHD youth (440+ citations). h-index ~125; 66,000+ citations. Clarivate Highly Cited Researcher. MPI on the MarketScan R01 underpinning Sigmund's Generation 2.

JV

T32 Fellowship Program Director

Jeremy M. Veenstra-VanderWeele, MD

Ruane Professor for the Implementation of Science · Director, Division of Child & Adolescent Psychiatry

Columbia University · NYSPI · NewYork-Presbyterian Morgan Stanley Children's Hospital

T32 fellowship program director overseeing research training. Co-author on the JAMA Psychiatry 2025 paper on protective effects of ADHD medication. ~23,500 citations.

Senior scientific advisors

Scientific advisors

Senior figures providing scientific oversight across the Sigmund program.

JG

Chair · Columbia Psychiatry

Joshua A. Gordon, MD, PhD

Chair, Department of Psychiatry · Executive Director, NYSPI · Former Director, NIMH (2016–2024)

Columbia University Irving Medical Center · New York State Psychiatric Institute

Former NIMH Director; architect of the IMPACT-MH framework that informs Sigmund's precision-psychiatry approach. Chairs the department at Columbia where Sigmund is being developed and validated.

GH

Director · Computational Psychiatry Program

Guillermo Horga, MD, PhD

Director, Computational Psychiatry Program · Florence Irving Associate Professor of Psychiatry

Columbia University Irving Medical Center · New York State Psychiatric Institute

Leads the Computational Psychiatry Program — the institutional home for clinically actionable ML and AI in psychiatric decision-making at Columbia. Methodological collaborator on the multi-vector RAG architecture underlying Sigmund.

EN

Senior Scientific Advisor · PAWS

Eric J. Nestler, MD, PhD

Anne & Joel Ehrenkranz Dean · Nash Family Professor of Neuroscience · Director, Friedman Brain Institute

Icahn School of Medicine at Mount Sinai

Provides neurobiological validity review for the PAWS digital therapeutic project. h-index 216; 186,953+ citations. National Academy of Sciences (2025) and National Academy of Medicine. Trained under Nobel Laureate Paul Greengard.

JK

Senior Scientific Advisor

John H. Krystal, MD

Robert L. McNiel Jr. Professor of Translational Research · Chair, Department of Psychiatry · Editor-in-Chief, Biological Psychiatry

Yale University School of Medicine · Yale-New Haven Health System

Endorsed the PAWS project. h-index 200+; 86,158+ citations. National Academy of Medicine. Pioneer in ketamine research for depression.

Research collaborators

Active collaborators

Co-investigators and authors on ongoing studies tied to the lab.

YH

PAWS Co-Investigator

Yasmin L. Hurd, PhD

Ward-Coleman Chair in Translational Neuroscience · Director, Addiction Institute

Icahn School of Medicine at Mount Sinai

PAWS study co-investigator. Cannabis and psychosis prevention research. h-index 69–73; 26,000+ citations. National Academy of Sciences and National Academy of Medicine. $30M+ NIH funding.

CC

Research Collaborator

Christoph U. Correll, MD

Professor of Psychiatry and Molecular Medicine

Zucker Hillside Hospital · Hofstra Northwell

Co-author on psychopharmacoepidemiology studies and neuroscience-based nomenclature (JAACAP 2018). h-index 145; 100,000+ citations. Ranked #1 world expert in antipsychotics (Clarivate, annually since 2014).

CEBA-ADHD R01 · PAR-25-283

CEBA-ADHD R01 collaborators

Named investigators and collaborators on the CEBA-ADHD R01 (PAR-25-283), the NIH grant powering the next generation of Sigmund: a graph-based RAG clinical knowledge base, co-designed user interface for community ADHD prescribers, and an 18-month stepped-wedge implementation pilot across 12 community clinicians at a community psychiatry clinic.

RS

Principal Investigator

Ryan S. Sultan, MD

Director, Sultan Lab for Mental Health Informatics

Columbia University Irving Medical Center

Leads overall project; expertise in ADHD epidemiology, psychiatric informatics, NLP, and AI-enabled digital therapeutics; oversees study design and execution.

TW

Senior Mentor (Off-Site)

Timothy E. Wilens, MD

Chief, Division of Child & Adolescent Psychiatry · MGH Trustees Chair in Addiction Medicine

Massachusetts General Hospital · Harvard Medical School

Provides mentorship and clinical guidance; expertise in ADHD pharmacotherapy and comorbidity across the lifespan supporting the translational direction of the R01.

MO

Senior Mentor (On-Site) · Epidemiology & Quality-of-Care Advisor

Mark Olfson, MD, MPH

Elizabeth K. Dollard Professor of Psychiatry, Medicine, and Law

Columbia University Irving Medical Center

Contributes expertise in national practice patterns and gaps in ADHD care; informs the R01's focus on improving evidence-based delivery in community settings where most ADHD care actually happens.

TB

Clinical Guideline & Evaluation Expert

Timothy D. Becker, MD

Psychiatry · ADHD clinical guideline expertise

Serves on the CEBA-ADHD Aim 1 Query Generation Panel, evaluating AI outputs for clinical accuracy, omission severity, and guideline fidelity. Co-developer of the Guideline Concordance Score (GCS) used as the primary outcome in the Aim 2b benchmarking study.

XX

Technical Collaborator · AI & Informatics Advisor

Xuhai "Orson" Xu, PhD

Mobile sensing, human-centered AI, and clinical informatics

Department of Biomedical Informatics · Columbia University Irving Medical Center

Supports AI system architecture for the CEBA-ADHD Graph-RAG knowledge base; expertise in HCI, applied ML, and workflow integration; contributes to clinician adoption and implementation evaluation. PI of an NIMH-funded mobile-sensing-to-MLLM clinical dashboard program where Dr. Sultan serves as clinical collaborator.

MW

Implementation Science Collaborator

Milton L. Wainberg, MD

Professor of Clinical Psychiatry

Columbia University Irving Medical Center · New York State Psychiatric Institute

Guides CEBA-ADHD implementation strategy across feasibility, acceptability, workflow integration, and scalability. Brings decades of global mental health implementation science experience to the stepped-wedge pilot design for non-specialty community psychiatric settings.

AK

Clinical Trials / Translational Psychiatry Collaborator

Alexander Kolevzon, MD

Professor of Psychiatry and Pediatrics · Clinical Director, Seaver Autism Center

Icahn School of Medicine at Mount Sinai

Provides experimental therapeutics and clinical trial design expertise; supports safety and responsible AI integration in pediatric psychiatry across diverse healthcare systems.

Published co-authors & external collaborators

Co-authors on the Sultan Lab portfolio

Senior co-authors on the peer-reviewed work underlying Sigmund, plus active cross-institutional collaborators across the lab's grant portfolio.

DS

JAMA Psychiatry editorial co-author

David C. Saunders, MD, PhD

Resident Physician · Department of Psychiatry

Columbia University Irving Medical Center · NYSPI

Co-author on the 2026 invited JAMA Psychiatry editorial — "Protective Effects of ADHD Medication: Diminishing Returns as Treatment Broadens" — commenting on Li et al.'s 247,420-patient Swedish self-controlled case series.

DH

Cannabis epidemiology · senior co-author

Deborah S. Hasin, PhD

Professor of Epidemiology and Psychiatry

Columbia Mailman School of Public Health · Columbia University Irving Medical Center

Co-author on the 2025 Pediatrics paper on cannabis access by retailer type in New York. Internationally recognized cannabis-use-disorder epidemiologist; defined the diagnostic standard now used across U.S. surveillance research.

CB

Substance use surveillance · co-author

Carlos Blanco, MD, PhD

Director, Division of Epidemiology, Services, and Prevention Research (DESPR)

National Institute on Drug Abuse (NIDA), NIH

Co-author on the 2019 American Journal of Preventive Medicine paper on ENDS/e-cigarette use among U.S. young adults. Leads NIDA's national substance-use epidemiology and services-research portfolio.

ED

FDA clozapine REMS · co-investigator

Erica J. Duncan, MD

Professor of Psychiatry · Atlanta VA Health Care System

Emory University School of Medicine

Senior co-author on the 2017 Journal of Clinical Psychiatry analysis of the FDA modification of the clozapine REMS — the work that provided the empirical foundation for the U.S. monitoring standard now expanding access to clozapine in treatment-resistant schizophrenia.

SC

Pharmacoepidemiology · co-investigator

Stephen Crystal, PhD

Board of Governors Professor · Director, Center for Health Services Research

Institute for Health, Health Care Policy and Aging Research · Rutgers University

Co-author on the 2019 JAMA Network Open paper on antipsychotic prescribing in youth with ADHD. Active collaborator on the ongoing IQVIA stimulant-use trends and patterns analyses underpinning the MarketScan R01.

JW

Pediatric psychopharmacology · co-author

John T. Walkup, MD

Margaret C. Osterman Professor of Child and Adolescent Psychiatry · Chair, Pritzker Department of Psychiatry and Behavioral Health

Ann & Robert H. Lurie Children's Hospital of Chicago · Northwestern Feinberg School of Medicine

Co-author on the 2018 Journal of Child & Adolescent Psychopharmacology paper on national patterns of psychotropic medication prescribing in young people. Decades of leadership in child psychopharmacology research and clinical trials methodology.

SL

Adolescent substance use · co-author

Sharon Levy, MD, MPH

Director, Adolescent Substance Use and Addiction Program · Associate Professor of Pediatrics

Boston Children's Hospital · Harvard Medical School

Co-author on the 2026 Pediatrics paper on cannabis use among U.S. adolescents. National leader in adolescent substance-use screening; co-developer of the S2BI and CRAFFT instruments.

KS

Pediatric addiction medicine · co-author

Kevin M. Simon, MD, MPH, MS

Chief Behavioral Health Officer · Pediatric Addiction Medicine Specialist

Boston Children's Hospital · Harvard Medical School

Co-author on the 2026 Pediatrics paper on cannabis use among U.S. adolescents. National voice on equity-centered adolescent addiction care.

SB

APSARD plenary collaborator

Stephen P. Becker, PhD

Professor of Pediatrics · Director, Center for ADHD

Cincinnati Children's Hospital Medical Center · University of Cincinnati College of Medicine

Co-organizer of the APSARD 2026 plenary "Do Stimulant Medications Prevent Substance Use?" at which Dr. Sultan delivered the invited Saturday morning plenary address. Internationally recognized for sluggish-cognitive-tempo and ADHD-sleep research.

MS

Health economics · co-author

Michael Schoenbaum, PhD

Senior Advisor for Mental Health Services, Epidemiology, and Economics

National Institute of Mental Health (NIMH) · NIH

Co-author on the 2018 Journal of Child & Adolescent Psychopharmacology paper on national patterns of psychotropic prescribing in young people. NIMH's longest-tenured health-economics advisor on services research.

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Peer-reviewed work

See all Sultan Lab publications →