🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Ákos Rudas

University of California, Los Angeles

ORCID: 0000-0003-4346-8239

Also affiliated with UCLA Health

EngineeringMedicineComputer Science

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 12 papers. Top paper: “Accurate prediction of disease-risk factors from volumetric medical scans by a deep vision model pre-trained with 2D scans”.

Accurate prediction of disease-risk factors from volumetric medical scans by a deep vision model pre-trained with 2D scans

Nature Biomedical Engineering(2024)10.1038/s41551-024-01257-9
N/A
0.406DataRank · unranked
14 citations

Berkin Durmus, Nadav Rakocz, Giulia Corradetti, Ulzee An, Muneeswar Gupta Nittala +28 more

Imputation of the continuous arterial line blood pressure waveform from non-invasive measurements using deep learning

Scientific Reports(2021)10.1038/s41598-021-94913-y
N/A
0DataRank · unranked
69 citations

Nadav Rakocz, Ákos Rudas, Jeffrey N. Chiang, Sidong Wang, Ira Hofer +3 more

Pre-existing conditions in Hispanics/Latinxs that are COVID-19 risk factors

iScience(2021)10.1016/j.isci.2021.102188
N/A
0DataRank · unranked
19 citations

Yi Ding, Malika Freund, Ruth Johnson, Tommer Schwarz, Julie M. Yabu +34 more

SLIViT: a general AI framework for clinical-feature diagnosis from limited 3D biomedical-imaging data

Research Square(2023)10.21203/rs.3.rs-3044914/v1
N/A
0DataRank · unranked
2 citations

Berkin Durmus, Nadav Rakocz, Giulia Corradetti, Ulzee An, Muneeswar G. Nitalla +25 more

SLIViT: a general AI framework for clinical-feature diagnosis from limited 3D biomedical-imaging data

Research Square(2023)10.21203/rs.3.rs-3044914/v2
N/A
0DataRank · unranked
0 citations

Berkin Durmus, Nadav Rakocz, Giulia Corradetti, Ulzee An, Muneeswar G. Nitalla +25 more

An algorithm to detect dicrotic notch in arterial blood pressure and photoplethysmography waveforms using the iterative envelope mean method

Computer Methods and Programs in Biomedicine(2024)10.1016/j.cmpb.2024.108283
N/A
0DataRank · unranked
14 citations

Ákos Rudas, Sung‐Soo Kim, Jeffrey N. Chiang, Anna Barney, Maxime Cannesson +1 more

A review of machine learning methods for non-invasive blood pressure estimation

Journal of Clinical Monitoring and Computing(2024)10.1007/s10877-024-01221-7
N/A
0DataRank · unranked
10 citations

Joshua Le, Ákos Rudas, Jeffrey N. Chiang, Tiffany M. Williams, Brenton Alexander +3 more

A signal processing tool for extracting features from arterial blood pressure and photoplethysmography waveforms

medRxiv(2024)10.1101/2024.03.14.24304307
N/A
0DataRank · unranked
3 citations

Ákos Rudas, Sung Soo Kim, Jeffrey N. Chiang, Maxime Cannesson, Rajarshi Pal

An algorithm to detect dicrotic notch in arterial blood pressure and photoplethysmography waveforms using the iterative envelope mean method

medRxiv(2024)10.1101/2024.03.05.24303735
N/A
0DataRank · unranked
1 citations

Ákos Rudas, Sung‐Soo Kim, Jeffrey N. Chiang, Anna Braney, Maxime Cannesson +1 more

Feature extraction tool using temporal landmarks in arterial blood pressure and photoplethysmography waveforms

npj Cardiovascular Health(2025)10.1038/s44325-025-00096-0
N/A
0DataRank · unranked
4 citations

Ákos Rudas, Tiffany M. Williams, Jeffrey N. Chiang, Anna Barney, Maxime Cannesson +1 more

A machine learning algorithm to increase COVID-19 inpatient diagnostic capacity

PLoS ONE(2020)10.1371/journal.pone.0239474
N/A
0DataRank · unranked
71 citations

Ákos Rudas, Jeffrey N. Chiang, Paul C. Adamson, Joseph E. Ebinger, Nancy Sun +15 more

Machine Learning-Based Identification of Patients with Elevated Central Venous Pressure Using Features Extracted from Photoplethysmography Waveforms

medRxiv(2025)10.64898/2025.12.30.25343231
N/A
0DataRank · unranked
0 citations

Ákos Rudas, Chiang Jeffrey, Anna Barney, Maxime Cannesson, Ravi Pal