Manager
Joan Martinez
View all technologies
Automated MRI-based breast cancer segmentation
CU26095
AI-driven, scalable MRI segmentation for breast cancer (DCIS); automates lesion delineation, boosting speed, consistency, and research utility.
Tags
Biomarker
Breast cancer
Breast cancer screening
Inventors
Despina Kontos
Kalina Slavkova
Manager
Joan Martinez
Departments
Radiology
Divisions
Columbia University Medical Center (CUMC)
Release Date
2026-02-20
Dephasing optimization through coherence order pathway selection (DOTCOPS) for improved crusher and phase cycling schemes in MR spectroscopy
CU18146
DOTCOPS automates optimal crusher and phase-cycle schemes in MR spectroscopy, suppressing unwanted coherence pathways across sequences.
Tags
Algorithm
Magnetic field
Magnetic resonance imaging
Inventors
Christoph Juchem
Karl Landheer
Manager
Joan Martinez
Departments
Biomedical Engineering
Divisions
Fu Foundation School of Engineering and Applied Science (SEAS)
Release Date
2024-09-18
Collections
Medical Device
Digital Health (Software, AI, bioinformatics, etc)
Machine learning pipeline for neoantigen prioritization in personalized immunotherapies
CU25375
ImmuneMirror: integrative ML pipeline predicting immunogenic neoantigens by combining processing, transport, binding, and recognition factors.
Tags
Antigen
Biomarker
Cancer immunotherapy
Inventors
Zhonghua Liu
Manager
Joan Martinez
Departments
Biostatistics
Divisions
Mailman School Of Public Health (MSPH)
Release Date
2025-08-07
Small molecule activators for preventing vision loss in Best vitelliform macular dystrophy
CU25176
Small molecule activators restore Best1 function to slow BVMD vision loss; targeted, potentially non-invasive retinal therapy.
Tags
4-Aminobenzoic acid
Drug development
Gene therapy
Inventors
Bingchen Yu
Tingting Yang
Yu Zhang
Manager
Joan Martinez
Departments
Chemistry
Ophthalmology
Divisions
Columbia University Medical Center (CUMC)
Release Date
2025-05-01
Collections
Ophthalmology
Integrated AI platform for causal discovery and drug validation
CU25378
Cloud-based AI suite enabling causal discovery, multimodal data integration, and translational drug validation for personalized medicine.
Tags
Antigen
Artificial intelligence
Bias (statistics)
Inventors
Zhonghua Liu
Manager
Joan Martinez
Departments
Biostatistics
Divisions
Mailman School Of Public Health (MSPH)
Release Date
2025-08-07
tomoLIBRA: Deep learning software for automated volumetric breast density estimation
CU26015
AI-based tomoLIBRA estimates volumetric breast density from standard 3D DBT images, enabling scalable, retrospective risk assessment without raw data.
Tags
Breast cancer
Breast cancer screening
Case–control study
Inventors
Aimilia Gastounioti
Ari Brooks
Celine Vachon
Manager
Joan Martinez
Departments
Biomedical Engineering
Radiology
Divisions
Columbia University Medical Center (CUMC)
Fu Foundation School of Engineering and Applied Science (SEAS)
School of Medicine
Release Date
2026-02-20
Encryption method for secure storage and analysis of patient data on the cloud
CU24094
A cloud-friendly, privacy-preserving genomic analysis method using homomorphic encryption to enable multi-user queries on encrypted patient data.
Tags
Ciphertext
Cloud computing
Data management
Inventors
Gamze Gursoy
Jacob Blindenbach
Jiayi Kang
Manager
Joan Martinez
Departments
Biomedical Informatics
Computer Science
Divisions
Columbia University Medical Center (CUMC)
Fu Foundation School of Engineering and Applied Science (SEAS)
Release Date
2026-02-03
Optical in situ nucleotide sequence detection using combinatorial hybridization
CU24118
High-throughput optical CRISPR screening with combinatorial hybridization enables scalable, cost-efficient, multi-omic readouts in situ.
Tags
Breast cancer
CRISPR
Cohort study
Inventors
Jellert Gaublomme
Manager
Joan Martinez
Departments
Biological Sciences
Divisions
Faculty of the Arts & Sciences
Release Date
2026-01-29
Collections
Genomics & Multi-Omics
Live yeast biosensors for pathogen detection
CU21127
Engineered live yeast biosensors emit color/fluorescent signals for rapid, sensitive pathogen detection, including fungi, viruses, and variants.
Tags
Antifungal
Antiviral drug
Assay
Inventors
Virginia W. Cornish
Manager
Joan Martinez
Departments
Chemistry
Divisions
Faculty of the Arts & Sciences
Release Date
2025-03-07
MicronuclAI: pipeline for automated and reliable micronuclei quantification to assess chromosomal instability
CU24358
MicronuclAI automates and standardizes micronuclei quantification across cell lines, boosting speed, accuracy, and chromosomal instability assessment.
Tags
Cancer
Cell nucleus
Cytogenetics
Inventors
Aroj Hada
Benjamin Izar MD, PhD
Denis Schapiro
Manager
Joan Martinez
Departments
Institute for Computational Biomedicine
Medicine
Program in Cellular, Molecular, Structural and Genetic Studies
Divisions
Columbia University Medical Center (CUMC)
Faculty of the Arts & Sciences
Release Date
2024-07-05
Hybrid multi-coil technique for improving magnetic resonance imaging (MRI)
CU23207
Hybrid, compact multi-coil and RF magnet system enhances MRI field homogeneity, boosting clinical brain imaging on standard machines.
Tags
Human brain
Magnetic field
Magnetic resonance imaging
Inventors
Carlotta Ianniello
Christoph Juchem
Sebastian Theilenberg
Manager
Joan Martinez
Departments
Biomedical Engineering
Divisions
Fu Foundation School of Engineering and Applied Science (SEAS)
Release Date
2024-03-26
Collections
CNS/Neurology
Medical Device
3D organoids for modeling squamous epithelial pathology and personalized medicine
CU22301
3D squamous epithelial organoids enable patient-specific disease modeling and rapid, predictive drug testing for ESCC/EAC.
Tags
Adenocarcinoma
Carcinoma
Epithelium
Inventors
Anil K. Rustgi M.D.
Hiroshi Nakagawa
Manager
Joan Martinez
Departments
Herbert Irving Comprehensive Cancer Center
Medicine
Divisions
Columbia University Medical Center (CUMC)
Release Date
2024-01-04
Collections
Oncology
Clinical decision tool for HIV testing in dental settings
CU24031
Integrated dental EHR prompts HIV screening, streamlining point-of-care testing to broaden access and awareness.
Tags
AIDS
Electronic health record
HIV
Inventors
Sharon Perelman
Tunaidi Ansari
Manager
Joan Martinez
Departments
College of Dental Medicine
Divisions
Columbia University Medical Center (CUMC)
Release Date
2023-11-30
Collections
Medical Device
Digital Health (Software, AI, bioinformatics, etc)
Transgenic zebrafish lines for Alzheimer’s disease models
CU23304
Transgenic zebrafish expressing amyloid beta and Tau model Alzheimer's pathology for in vivo drug screening and biomarker research.
Tags
Amyloid beta
Biomarker
Drug development
Inventors
Caghan Kizil
Manager
Joan Martinez
Departments
Neurology
Divisions
Columbia University Medical Center (CUMC)
Release Date
2023-09-25
Collections
CNS/Neurology
Conditional knockout mouse model for the Phf6 gene
CU22370
A tissue-specific Phf6 conditional knockout mouse model for studying Börjeson-Forssman-Lehmann syndrome and hematologic cancers.
Tags
Acute myeloid leukemia
Gene
High-throughput screening
Inventors
Adolfo A. Ferrando M.D., Ph.D.
Teresa Palomero Vasquez
Manager
Joan Martinez
Departments
Institute for Cancer Genetics
Pathology
Divisions
College of Physicians and Surgeons (CUMC)
Columbia University Medical Center (CUMC)
Release Date
2022-08-20
COWS: Water suppression algorithm for magnetic resonance spectroscopy
CU21111
Flexible COWS water suppression for MRSI, customizable pulses/durations, shorter experiments, improved macromolecule visualization.
Tags
Algorithm
Macromolecule
Nuclear magnetic resonance spectroscopy
Inventors
Christoph Juchem
Karl Landheer
Martin Gajdosik
Manager
Joan Martinez
Departments
Biomedical Engineering
Divisions
Fu Foundation School of Engineering and Applied Science (SEAS)
Release Date
2020-11-13
Collections
Digital Health (Software, AI, bioinformatics, etc)
Disease-in-a-dish model of neuropsychiatric diseases for high-throughput therapeutic screening
CU20125
In vitro hiPSC SETD1A-mutant platform enables high-throughput neuropsychiatric drug screening and pathway discovery.
Tags
Amyotrophic lateral sclerosis
Autism
Enzyme
Inventors
Bin Xu
Joseph A. Gogos
Manager
Joan Martinez
Departments
Physiology and Cellular Biophysics
Psychiatry
Divisions
Columbia University Medical Center (CUMC)
Release Date
2020-10-02
Collections
CNS/Neurology
Platform/Research Tool
Radiomic harmonization tool for multicenter disease studies
Proxy118
Advanced radiomic harmonization: data-driven, multi-source correction across scanners to boost cross-site biomarker reliability.
Tags
Algorithm
Biomarker
CT scan
Inventors
Despina Kontos
Hannah Horng
Russell Shinohara
Manager
Joan Martinez
Departments
Bioengineering
Biostatistics, Epidemiology and Informatics
Radiology
Divisions
Columbia University Medical Center (CUMC)
Release Date
2025-12-04
AI-powered breast density assessment for improved cancer risk prediction
Proxy117
AI-driven Deep-LIBRA quantifies breast density with spatial maps, improving risk prediction and enabling open, validated research tools.
Tags
Artificial intelligence
Breast
Breast cancer
Inventors
Despina Kontos
Omid Haji Maghsoudia
Manager
Joan Martinez
Departments
Radiology
Divisions
Columbia University Medical Center (CUMC)
Release Date
2025-12-04
Attention-based framework for cell-cell communication analysis
CU26099
Dynamic, attention-based AMICI framework reveals time-varying cell-cell interactions and signaling nodes in tissue contexts.
Tags
Attention (machine learning)
Cell signaling
Developmental biology
Inventors
Elham Azizi
Justin Hong
Khushi Desai
Manager
Joan Martinez
Departments
Biomedical Engineering
Computer Science
Divisions
Fu Foundation School of Engineering and Applied Science (SEAS)
Release Date
2025-12-04
Deep learning framework for generating nonfat-suppressed MR images from fat-suppressed scans
CU26094
Sat2Nu: a U-Net framework converts fat-suppressed breast MRIs into nonfat-suppressed images, boosting diagnostic workflow without extra scans.
Tags
Adipose tissue
Breast cancer
Deep learning
Inventors
Despina Kontos
Kalina Slavkova
Manager
Joan Martinez
Departments
Radiology
Divisions
Columbia University Medical Center (CUMC)
Release Date
2025-12-01
Colorectal cancer organoid model for therapeutic testing
CU26010
Patient-derived 3D colorectal cancer organoids enable precise drug screening, personalized therapy, and biomarker discovery.
Tags
Colorectal cancer
Extracellular matrix
High-throughput screening
Inventors
Casidhe-Nicole Bethancourt
David Cohen
Joel T. Gabre MD
Manager
Joan Martinez
Departments
Herbert Irving Comprehensive Cancer Center
Medicine
Surgery
Divisions
Columbia University Medical Center (CUMC)
Release Date
2025-10-09
Penalized inverse-variance weighted estimator for robust Mendelian randomization
CU25374
Penalized IVW estimator improves Mendelian randomization robustness to weak instruments and pleiotropy, with fast, bias-reducing correction.
Tags
Biomarker
Biometrics
Causal inference
Inventors
Zhonghua Liu
Manager
Joan Martinez
Departments
Biostatistics
Divisions
Mailman School Of Public Health (MSPH)
Release Date
2025-08-07
Erastin analogs for genotype-selective ferroptosis induction
CU14068
ERS: Genotype-selective ferroptosis induction using enhanced erastin analogs targeting RAS V12+ tumors for potent, soluble, stable anticancer activity.
Tags
Apoptosis
Functional group
Genotype
Inventors
Brent Stockwell
Marie-Helene Larraufie
Wan Seok Yang
Manager
Joan Martinez
Departments
Biological Sciences
Divisions
Faculty of the Arts & Sciences
Release Date
2025-05-22
Precision-engineered biomaterial scaffold for periodontal ligament regeneration
CU25075
A customizable templated scaffold guides periodontal ligament regeneration, closely mimicking native structure for full periodontium recovery.
Tags
Biomaterial
Collagen
Dental implant
Inventors
Helen Lu Ph.D.
Philip Andrew Patrick Brudnicki
Thomas Bina
Manager
Joan Martinez
Departments
Biomedical Engineering
Divisions
Fu Foundation School of Engineering and Applied Science (SEAS)
Release Date
2025-05-08
Lymphocyte therapeutic method for hematological conditions
CU24081
Enriched CD8+ T cell isolation enables targeted leukemia therapy; biomarkers predict potency and may boost DLI efficacy.
Tags
Acute myeloid leukemia
CD3 (immunology)
Cell therapy
Inventors
Cameron Young Park
Elham Azizi
Manager
Joan Martinez
Departments
Biomedical Engineering
Divisions
Fu Foundation School of Engineering and Applied Science (SEAS)
Release Date
2025-05-08
Quantitative measurement of eye and head movements for the diagnosis of traumatic brain injury and neurodegeneration
CU21135
Quantitative eye-head movement tracking diagnoses concussion and neurodegeneration, enabling rapid, objective tremor-based brain injury assessment.
Tags
Biomarker
Case–control study
Cognitive deficit
Inventors
Christopher Driscoll
Linus Sun
Thomas Bottiglieri
Manager
Joan Martinez
Departments
Institute of Human Nutrition
Ophthalmology
Orthopedic Surgery
Divisions
Columbia University Medical Center (CUMC)
Release Date
2025-04-21
Collections
CNS/Neurology
Combination therapies for Diffuse Midline Glioma (DMG) treatment
CU24228
Targeted, MR-driven DMG combination therapy to overcome tumor heterogeneity; predicts and inverts master regulator activity for improved efficacy.
Tags
Central nervous system
Drug development
Glioma
Inventors
Andrea Califano
Ester Calvo Fernandez
Jovana Pavisic
Manager
Joan Martinez
Departments
Biomedical Informatics
Pathology & Cell Biology
Divisions
Columbia University Medical Center (CUMC)
Release Date
2025-01-02
Targeting a neural fat-sensing pathway for the treatment of obesity
CU22137
Target fat-sensing gut-brain pathway to curb high-fat eating; potential obesity, diabetes, and heart-disease therapeutics.
Tags
Cardiovascular disease
Chronic kidney disease
Drug development
Inventors
Charles S. Zuker
Mengtong Li
Zhengyuan Lu
Manager
Joan Martinez
Departments
Biochemistry & Molecular Biophysics
Biological Sciences
Mortimer B. Zuckerman Mind Brain Behavior Institute
Divisions
Columbia University Medical Center (CUMC)
Faculty of the Arts & Sciences
Release Date
2024-08-01
Combination therapy to increase the efficacy of antibody-drug conjugates in bladder cancer
CU24095
Small molecule reprograms bladder cancer cells to upregulate antigens, boosting antibody-drug conjugate efficacy. 14 words.
Tags
Antibody-drug conjugate
Antigen
Biopharmaceutical
Inventors
John Robert Christin
Michael Shen Ph.D.
Manager
Joan Martinez
Departments
Medicine
Divisions
Columbia University Medical Center (CUMC)
Release Date
2024-07-09
Multi-target directed ligand drug development pipeline for Alzheimer's Disease
CU23303
A high-throughput, cost-efficient preclinical pipeline synthesizes and tests multi-target ligands for Alzheimer's, using zebrafish models.
Tags
Biomarker
Cholinesterase
Drug development
Inventors
Caghan Kizil
Manager
Joan Martinez
Departments
Neurology
Divisions
Columbia University Medical Center (CUMC)
Release Date
2024-06-21
ARP-154 (HeLa T4+) human cancer cell line generated by gene transfer for AIDS research
CU24290
CD4-expressing HeLa-derived cell line enables AIDS research; facilitates HIV binding studies, drug screening, and therapeutic development.
Tags
AIDS
Antigen
Autoimmune disease
Inventors
Paul J. Maddon
Richard Axel M.D.
Manager
Joan Martinez
Departments
Biochemistry & Molecular Biophysics
Divisions
Columbia University Medical Center (CUMC)
Release Date
2024-05-29
Efficient drug discovery pipeline and lead compounds for Alzheimer's disease
CU23156
Multi-target Alzheimer’s drug discovery platform accelerates preclinical lead compounds with in vitro/in vivo efficacy and safety.
Tags
Agonist
Amyloid beta
Animal testing
Inventors
Caghan Kizil
Manager
Joan Martinez
Departments
Neurology
Divisions
Columbia University Medical Center (CUMC)
Release Date
2023-05-10
Collections
Small Molecule
CNS/Neurology
Platform/Research Tool
Inducible genetic knockdown library for Saccharomyces cerevisiae
CU21052
Inducible CRISPRi library for yeast enables tetracycline-controlled, genome-wide gene knockdown with high coverage and precision.
Tags
CRISPR
Epistasis
Eukaryote
Inventors
Amir Momen-Roknabadi
Panagiotis Oikonomou
Saeed Tavazoie
Manager
Joan Martinez
Departments
Biochemistry
Biological Sciences
Systems Biology
Divisions
Columbia University Medical Center
Columbia University Medical Center (CUMC)
Faculty of the Arts & Sciences
Release Date
2020-10-23
Environmentally-friendly electrospinning method
CU19028
Green electrospinning uses safer Class 3 solvents (acetic acid) with PLGA/PCL blends for versatile, low-toxicity biofibers.
Tags
Apatite
Bone
Calcium
Inventors
Christopher Zachary Mosher
Helen Lu
Zhengxiang Gong
Manager
Joan Martinez
Departments
Biomedical Engineering
Divisions
Fu Foundation School of Engineering and Applied Science (SEAS)
Release Date
2020-01-27
MRI-based radiomic analysis for DCIS risk stratification and treatment planning
CU26092
MRI radiomics from standard breast MRI predicts DCIS upstaging to guide active surveillance and personalized treatment.
Tags
Breast cancer
Cancer
Carcinoma
Inventors
Despina Kontos
Habib Rabhar
Manager
Joan Martinez
Departments
Radiology
Divisions
Columbia University Medical Center (CUMC)
Release Date
2025-12-01
Novel algorithms for population structure inference
CU25377
ERStruct: fast, AI-augmented population structure inference from whole-genome data; scalable, MATLAB/Python package for precise PCA components.
Tags
Algorithm
Allele frequency
Artificial intelligence
Inventors
Zhonghua Liu
Manager
Joan Martinez
Departments
Biostatistics
Divisions
Mailman School Of Public Health (MSPH)
Release Date
2025-08-07
A self-reportable scale for measuring perceived cognitive change
CU25123
A self-report scale (Cognitive Change Scale) tracks subtle, year-over-year cognitive changes in neurologic patients, especially MS.
Tags
Cognition
Mild cognitive impairment
Multiple sclerosis
Inventors
Victoria Leavitt
Manager
Joan Martinez
Departments
Neurology
Divisions
Columbia University Medical Center (CUMC)
Release Date
2025-04-10
Highly efficient T cell base editing for enhanced immunotherapies
CU24092
Ultra-efficient base editing in human T cells using adenine/cytosine editors; enhances CAR-T, autoimmune therapies with lower toxicity.
Tags
Adenine
Cancer
Chimeric antigen receptor T cell
Inventors
Benjamin Izar MD, PhD
Zachary Walsh
Manager
Joan Martinez
Departments
Medicine
Medicine - Hematology/Oncology
Divisions
Columbia University Medical Center (CUMC)
Release Date
2024-11-08
Lung organoid cells for therapeutic intervention
CU23361
Therapeutic lung regeneration via patient-specific stem cell–derived distal lung organoids with graftable basal and secretory cells.
Tags
Cell therapy
Chronic obstructive pulmonary disease
Coating
Inventors
Hans-Willem Snoeck
Manager
Joan Martinez
Departments
Medicine
Divisions
Columbia University Medical Center (CUMC)
Release Date
2023-09-08
Tumor irradiation role in adenosine signaling
CU22323
Examines how tumor irradiation modulates adenosine signaling to enhance immunotherapy and tumor microenvironment targeting.
Tags
Adenosine
Cancer immunotherapy
Cancer vaccine
Inventors
Catherine Spina MD, PhD
Shruti Bansal
Manager
Joan Martinez
Departments
Radiation Oncology
Divisions
Columbia University Medical Center (CUMC)
Release Date
2023-06-02
Collections
Oncology
Blockchain platform for the storage of clinical and genetic data
CU23145
A secure, scalable blockchain system harmonizes clinical and genetic data for precision medicine, enabling privacy-respecting sharing and queries.
Tags
Amyotrophic lateral sclerosis
Blockchain
Clinical trial
Inventors
Ahmed Elhussein
Gamze Gursoy
Manager
Joan Martinez
Departments
Biomedical Informatics
Divisions
Columbia University Medical Center (CUMC)
Release Date
2023-02-28
Collections
Platform/Research Tool
Digital Health (Software, AI, bioinformatics, etc)
Inducible mouse line for cardiac NOX2 inhibition
CU22219
Inducible cardiac NRROS-based NOX2 inhibition in mice; tissue-specific ROS control to protect against diet-induced arrhythmias.
Tags
Antioxidant
Atherosclerosis
Cardiac muscle
Inventors
John Morrow
Manager
Joan Martinez
Departments
Medicine
Divisions
Columbia University Medical Center (CUMC)
Release Date
2022-02-16
Collections
Cardiovascular
Magnetic Resonance Spectrum Simulator - MARSS
CU19215
A fast MATLAB-based tool to simulate and optimize MRS/NMR spectra, enabling 10–100x speedups and accurate quantification.
Tags
MATLAB
Nuclear magnetic resonance
Nuclear magnetic resonance spectroscopy
Inventors
Christoph Juchem
Karl Landheer
Manager
Joan Martinez
Departments
Biomedical Engineering
Divisions
Fu Foundation School of Engineering and Applied Science (SEAS)
Release Date
2019-03-22
Collections
Digital Health (Software, AI, bioinformatics, etc)
FIN56, a well-characterized small molecule for modeling ferroptosis-mediated cell death
CU17131
FIN56 triggers ferroptosis by GPX4 suppression and lipid oxidation, enabling research tools and drug discovery for neurodegenerative and cancer therapies.
Tags
Biosynthesis
Cancer
Cancer cell
Inventors
Brent Stockwell
Manager
Joan Martinez
Departments
Biological Sciences
Divisions
Faculty of the Arts & Sciences
Release Date
2018-05-25
Collections
Small Molecule
Oncology
CNS/Neurology
Platform to produce zero-calorie sweet proteins as a sugar alternative
CU25177
Yeast-produced, zero-calorie sweet proteins offer natural, sweeter-than-artificial sugar substitutes for foods, beverages, and processing.
Tags
Baking
Dietary supplement
Medication
Inventors
Anum Glasgow
Daniel Sultanov
Kyle Clark Weber
Manager
Joan Martinez
Departments
Biochemistry & Molecular Biophysics
Divisions
Columbia University Medical Center (CUMC)
Release Date
2026-01-15
Computer algorithm for volumetric breast density estimation
CU26093
Fully automated algorithm quantifies volumetric breast density from 3D tomosynthesis images, improving objectivity and risk assessment.
Tags
3D modeling
Algorithm
Breast cancer
Inventors
Despina Kontos
Said Pertuz
Manager
Joan Martinez
Departments
Radiology
Divisions
Columbia University Medical Center (CUMC)
Release Date
2025-12-01
Gut endocrine Rbp2 knockout mouse model for metabolic hormone studies
CU25453
Gut-endocrine cell-specific Rbp2 knockout mouse enables retinoid-driven regulation study of gut hormones and metabolic outcomes.
Tags
Allele
Causal inference
Cre recombinase
Inventors
Rossana M. Calderon
Manager
Joan Martinez
Departments
Medicine
Divisions
Columbia University Medical Center (CUMC)
Release Date
2025-10-16
Multi-knockoff filter for high-dimensional survival -omics with controlled false discovery rate
CU25376
CoxMKF: a multi-knockoff survival mediation method that guarantees finite-sample FDR control with stable, data-driven thresholds.
Tags
Assay
Bioinformatics
Biomarker
Inventors
Zhonghua Liu
Manager
Joan Martinez
Departments
Biostatistics
Divisions
Mailman School Of Public Health (MSPH)
Release Date
2025-08-07
Deep learning framework for semiparametric causal mediation analysis
CU25372
DeepMed enables bias-reduced causal mediation with non-sparse deep nets, offering semiparametric guarantees and an open-source R package.
Tags
Artificial neural network
B testing
Big data
Inventors
Zhonghua Liu
Manager
Joan Martinez
Departments
Biostatistics
Divisions
Mailman School Of Public Health (MSPH)
Release Date
2025-08-07
