Miguel Á. Contreras

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 5 papers. Top paper: “Dynamic Delirium Prediction in the Intensive Care Unit using Machine Learning on Electronic Health Records”.

Dynamic Delirium Prediction in the Intensive Care Unit using Machine Learning on Electronic Health Records

PubMed(2023)10.1109/bhi58575.2023.10313445

N/A

0DataRank · unranked

6 citations

Brandon Silva, Benjamin Shickel, Sabyasachi Bandyopadhyay, Ziyuan Guan, Yuanfang Ren +5 more

Transformer Models for Acute Brain Dysfunction Prediction

arXiv (Cornell University)(2023)10.48550/arxiv.2303.07305

N/A

0DataRank · unranked

1 citations

Miguel Á. Contreras, Tezcan Ozrazgat Baslanti, Yuanfang Ren, Guan Ziyuan, Kia Khezeli +3 more

Transformers and large language models in healthcare: A review

Artificial Intelligence in Medicine(2024)10.1016/j.artmed.2024.102900

N/A

0DataRank · unranked

148 citations

Sabyasachi Bandyopadhyay, Jiaqing Zhang, Miguel Á. Contreras, Scott Siegel, Aysegül Bumin +7 more

Real-time prediction of intensive care unit patient acuity and therapy requirements using state-space modelling

Nature Communications(2025)10.1038/s41467-025-62121-1

N/A

0DataRank · unranked

1 citations

Brandon Silva, Benjamin Shickel, Andréa Davidson, Tezcan Ozrazgat‐Baslanti, Yuanfang Ren +12 more

DeLLiriuM: A large language model for delirium prediction in the ICU using structured EHR

Research Square(2025)10.21203/rs.3.rs-7216692/v1

N/A

0DataRank · unranked

7 citations

Sumit Kapoor, Jiaqing Zhang, Andrea Davidson, Yuanfang Ren, Ziyuan Guan +6 more