Scholar

Leo Anthony Celi

Google Scholar ID: kssA7YwAAAAJ

Massachusetts Institute of Technology

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Citations & Impact

All-time

Citations

36,121

H-index

75

i10-index

330

Publications

20

Co-authors

0

Contact

No contact links provided.

Publications

20 items

Testing the Black Box: Structural Barriers to Independent Evaluation of Consumer-Facing Health LLMs

2026

Cited

0

Causal Machine Learning Is Not a Panacea: A Roadmap for Observational Causal Inference in Health

2026

Cited

0

Multi-Class Neurological Disorder Prediction with Tensor Network Feature Engineering

2026

Cited

0

Quantum Kernel Advantage over Classical Collapse in Medical Foundation Model Embeddings

2026

Cited

0

Surrogate modeling for interpreting black-box LLMs in medical predictions

2026

Cited

0

Domain-Specific Latent Representations Improve the Fidelity of Diffusion-Based Medical Image Super-Resolution

2026

Cited

0

Learning Representations from Incomplete EHR Data with Dual-Masked Autoencoding

2026

Cited

0

Coefficient of Variation Masking: A Volatility-Aware Strategy for EHR Foundation Models

2025

Cited

0

Resume (English only)

Co-authors

0 total

Co-authors: 0 (list not available)