Patrick Tighe

Also affiliated with Patrick Air Force Base, University of Florida Health, Endangered Language Fund, University of Florida, Florida College

Medicine

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 4%percentile

0.776Author DataRank

Indexed papers

2in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 2 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Forty-two Million Ways to Describe Pain: Topic Modeling of 200,000 PubMed Pain-Related Abstracts Using Natural Language Processing and Deep Learning–Based Text Generation

Pain Medicine(2020)10.1093/pm/pnaa061

Top 44%

0.425DataRank

Top 44%16 citations

Bharadwaj Sannapaneni, Roger B. Fillingim, Charles Doyle, Michael Kent, Ben Shickel +2 more

Papers

Driven by 37 papers — median percentile 53. Top paper: “Explainable semi-supervised deep learning shows that dementia is associated with small, avocado-shaped clocks with irregularly placed hands”.

Explainable semi-supervised deep learning shows that dementia is associated with small, avocado-shaped clocks with irregularly placed hands

Scientific Reports(2023)10.1038/s41598-023-34518-9

N/A

0.656DataRank · unranked

11 citations

Jack Wittmayer, David J. Libon, Patrick Tighe, Catherine C. Price, Parisa Rashidi +1 more

Variational autoencoder provides proof of concept that compressing CDT to extremely low-dimensional space retains its ability of distinguishing dementia

Scientific Reports(2022)10.1038/s41598-022-12024-8

N/A

0.530DataRank · unranked

11 citations

Catherine Dion, David J. Libon, Catherine C. Price, Patrick Tighe, Parisa Rashidi +1 more

Concurrent use of prescription gabapentinoids with opioids and risk for fall-related injury among older US Medicare beneficiaries with chronic noncancer pain: A population-based cohort study

PLoS Medicine(2022)10.1371/journal.pmed.1003921

N/A

0.529DataRank · unranked

33 citations

Almut G. Winterstein, Wei‐Hsuan Lo‐Ciganic, Patrick Tighe, Yu‐Jung Jenny Wei, Cheng Chen

Forty-two Million Ways to Describe Pain: Topic Modeling of 200,000 PubMed Pain-Related Abstracts Using Natural Language Processing and Deep Learning–Based Text Generation

Pain Medicine(2020)10.1093/pm/pnaa061

Top 44%

0.425DataRank

Top 44%16 citations

Bharadwaj Sannapaneni, Roger B. Fillingim, Charles Doyle, Michael Kent, Ben Shickel +2 more

Physiologic signatures within six hours of hospitalization identify acute illness phenotypes

PLOS Digital Health(2022)10.1371/journal.pdig.0000110

Top 50%

0.351DataRank

Top 50%7 citations

Tyler J. Loftus, Yanjun Li, Ziyuan Guan, Matthew M. Ruppert, Shounak Datta +7 more

Executive summary of the artificial intelligence in surgery series

Surgery(2021)10.1016/j.surg.2021.10.047

N/A

0DataRank · unranked

30 citations

Alexander P. J. Vlaar, Andrew J. Hung, Azra Bihorac, Bradley M. Dennis, Catherine Juillard +8 more

Concurrent Use of Prescription Opioids and Gabapentinoids in Older Adults

American Journal of Preventive Medicine(2021)10.1016/j.amepre.2021.08.024

N/A

0DataRank · unranked

29 citations

Wei‐Hsuan Lo‐Ciganic, Almut G. Winterstein, Patrick Tighe, Yu‐Jung Jenny Wei, Cheng Chen

Association of Postoperative Undertriage to Hospital Wards With Mortality and Morbidity

JAMA Network Open(2021)10.1001/jamanetworkopen.2021.31669

N/A

0DataRank · unranked

23 citations

Matthew M. Ruppert, Tezcan Ozrazgat‐Baslanti, Jeremy A. Balch, Philip A. Efron, Patrick Tighe +5 more

A qualitative analysis of clinicians’ communication strategies with family members of patients experiencing hospital-acquired delirium

Geriatric Nursing(2021)10.1016/j.gerinurse.2021.02.009

N/A

0DataRank · unranked

4 citations

Nila Radhakrishnan, Carla L. Fisher, Catherine C. Price, Patrick Tighe, Tien Le +2 more

Uncertainty-aware deep learning in healthcare: A scoping review

PLOS Digital Health(2022)10.1371/journal.pdig.0000085

N/A

0DataRank · unranked

60 citations

Benjamin Shickel, Matthew M. Ruppert, Jeremy A. Balch, Tezcan Ozrazgat‐Baslanti, Patrick Tighe +6 more

Ideal algorithms in healthcare: Explainable, dynamic, precise, autonomous, fair, and reproducible

PLOS Digital Health(2022)10.1371/journal.pdig.0000006

N/A

0DataRank · unranked

55 citations

Patrick Tighe, Tezcan Ozrazgat‐Baslanti, John P. Davis, Matthew M. Ruppert, Yuanfang Ren +8 more

Multi-dimensional patient acuity estimation with longitudinal EHR tokenization and flexible transformer networks

Frontiers in Digital Health(2022)10.3389/fdgth.2022.1029191

N/A

0DataRank · unranked

18 citations

Brandon Silva, Tezcan Ozrazgat‐Baslanti, Yuanfang Ren, Kia Khezeli, Ziyuan Guan +4 more

Potentials and Challenges of Pervasive Sensing in the Intensive Care Unit

Frontiers in Digital Health(2022)10.3389/fdgth.2022.773387

N/A

0DataRank · unranked

7 citations

Benjamin Shickel, Patrick Tighe, Azra Bihorac, Parisa Rashidi, Anis Davoudi

Using Variational Autoencoder to Develop and Validate a Compact, Deep Representation of Digital Clock Drawing Test for Classifying Dementia

Research Square(2022)10.21203/rs.3.rs-1207133/v1

N/A

0DataRank · unranked

0 citations

Catherine Dion, David J. Libon, Patrick Tighe, Catherine C. Price, Parisa Rashidi +1 more

Long-Term Postoperative Pain Prediction Using Higher-Order Singular Value Decomposition of Intraoperative Physiological Responses: Prospective Cohort Study

JMIR Perioperative Medicine(2022)10.2196/37104

N/A

0DataRank · unranked

0 citations

José C. Prı́ncipe, Parisa Rashidi, Patrick Tighe, Raheleh Baharloo

Fairness in the prediction of acute postoperative pain using machine learning models

Frontiers in Digital Health(2023)10.3389/fdgth.2022.970281

N/A

0DataRank · unranked

24 citations

Ruba Sajdeya, Ron Ison, Jennifer E. Hagen, Parisa Rashidi, Catherine C. Price +2 more

Predictive Modeling for Readmission to Intensive Care: A Systematic Review

Critical Care Explorations(2023)10.1097/cce.0000000000000848

N/A

0DataRank · unranked

23 citations

Tyler J. Loftus, Coulter Small, Han Li, Tezcan Ozrazgat‐Baslanti, Jeremy A. Balch +7 more

Developing and validating a natural language processing algorithm to extract preoperative cannabis use status documentation from unstructured narrative clinical notes

Journal of the American Medical Informatics Association(2023)10.1093/jamia/ocad080

N/A

0DataRank · unranked

20 citations

Mamoun Mardini, Patrick Tighe, Ronald L. Ison, Bai Chen, Sebastian Jugl +8 more

Developing and validating an electronic health record-based frailty index in pre-operative settings using machine learning

Journal of Intelligent Information Systems(2023)10.1007/s10844-023-00818-9

N/A

0DataRank · unranked

10 citations

Mohammad Al‐Ani, Shawna Amini, Patrick Tighe, Catherine C. Price, Todd M. Manini +2 more

Building an automated, machine learning-enabled platform for predicting post-operative complications

Physiological Measurement(2023)10.1088/1361-6579/acb4db

N/A

0DataRank · unranked

7 citations

Matthew M. Ruppert, Benjamin Shickel, Tezcan Ozrazgat‐Baslanti, Patrick Tighe, Philip A. Efron +5 more

Human IPSC‐Derived PreBötC‐Like Neurons and Development of an Opiate Overdose and Recovery Model

Advanced Biology(2023)10.1002/adbi.202300276

N/A

0DataRank · unranked

3 citations

Nesar Akanda, Gabriella Fiorino, Siddharth Nimbalkar, Christopher J. Long, Alisha Colón +4 more

Diurnal Pain Classification in Critically Ill Patients using Machine Learning on Accelerometry and Analgesic Data

PubMed(2023)10.1109/bibm58861.2023.10385764

N/A

0DataRank · unranked

1 citations

Sabyasachi Bandyopadhyay, Mohammad Tahsin Mostafiz, Andrea Davidson, Ziyuan Guan, Jesimon Barreto +6 more

Detecting Visual Cues in the Intensive Care Unit and Association with Patient Clinical Status

arXiv (Cornell University)(2023)10.48550/arxiv.2311.00565

N/A

0DataRank · unranked

0 citations

Ziyuan Guan, Andrea Davidson, Yuanfang Ren, Tezcan Ozrazgat Baslanti, Brooke A. Armfield +4 more

Community-engaged artificial intelligence research: A scoping review

PLOS Digital Health(2024)10.1371/journal.pdig.0000561

N/A

0DataRank · unranked

21 citations

Jeremy A. Balch, Kenneth L. Abbott, Die Hu, Matthew M. Ruppert, Benjamin Shickel +9 more

Association Between Preoperative Anemia and Cognitive Function in a Large Cohort Study of Older Patients Undergoing Elective Surgery

Anesthesia & Analgesia(2024)10.1213/ane.0000000000006998

N/A

0DataRank · unranked

12 citations

Cynthia Garvan, Shawna Amini, Reed W. Kamyszek, Patrick Tighe, Catherine C. Price +3 more

Microphysiological system to address the opioid crisis: A novel multi-organ model of acute opioid overdose and recovery

Current Research in Toxicology(2024)10.1016/j.crtox.2024.100209

N/A

0DataRank · unranked

4 citations

Suruchi Poddar, Daniel Nierenberg, Stephanie S. Lang, Hao Wang, Camilly Pestana Pires DeMello +13 more

Association of Sociodemographic Factors With Overtriage, Undertriage, and Value of Care After Major Surgery

Annals of Surgery Open(2024)10.1097/as9.0000000000000429

N/A

0DataRank · unranked

1 citations

Matthew M. Ruppert, Benjamin Shickel, Tezcan Ozrazgat‐Baslanti, Jeremy A. Balch, Kenneth L. Abbott +12 more

Development of a Probabilistic Boolean network (PBN) to model intraoperative blood pressure management

Computer Methods and Programs in Biomedicine(2024)10.1016/j.cmpb.2024.108143

N/A

0DataRank · unranked

1 citations

Ron Ison, Catherine C. Price, François Modave, Patrick Tighe, Chamara Gunaratne

Precision Opioid Prescription in ICU Surgery: Insights from an Interpretable Deep Learning Framework

Journal of Surgery(2024)10.29011/2575-9760.11189

N/A

0DataRank · unranked

1 citations

Isaac Luria, Patrick Tighe, Fei Zou, Baiming Zou, Xiaoning Zhu

Peri-AIIMS: Perioperative Artificial Intelligence Driven Integrated Modeling of Surgeries using Anesthetic, Physical and Cognitive Statuses for Predicting Hospital Outcomes

arXiv (Cornell University)(2024)10.48550/arxiv.2411.00840

N/A

0DataRank · unranked

0 citations

Jiaqing Zhang, Ronald L. Ison, David J. Libon, Patrick Tighe, Catherine C. Price +2 more

Strengthening Discovery and Application of Artificial Intelligence in Anesthesiology: A Report from the Anesthesia Research Council

Anesthesiology(2025)10.1097/aln.0000000000005326

N/A

0DataRank · unranked

15 citations

Michael Burns, Richard H. Epstein, Ira Hofer, Patrick Tighe, J. Arias Delgado +6 more

Bias and ethical considerations in machine learning and the automation of perioperative risk assessment

British Journal of Anaesthesia(2020)10.1016/j.bja.2020.07.040

N/A

0DataRank · unranked

58 citations

Katherine R. Gentry, Andrew M. Walters, Joel Zivot, Corrie Anderson, Patrick Tighe +1 more

Perioperative Artificial Intelligence Driven Integrated Modeling of Surgeries using Anesthetic, Physical and Cognitive Statuses for Predicting Hospital Outcomes

Research Square(2025)10.21203/rs.3.rs-8000504/v1

N/A

0DataRank · unranked

0 citations

Jiaqing Zhang, Ronald L. Ison, Bhanu Prasad Cherukuvada, David J. Libon, Patrick Tighe +3 more

Opportunities for machine learning to improve surgical ward safety

The American Journal of Surgery(2020)10.1016/j.amjsurg.2020.02.037

N/A

0DataRank · unranked

25 citations

Patrick Tighe, Amanda C. Filiberto, Jeremy A. Balch, Gilbert R. Upchurch, Parisa Rashidi +2 more

Multiobjective optimization challenges in perioperative anesthesia: A review

Surgery(2020)10.1016/j.surg.2020.11.005

N/A

0DataRank · unranked

7 citations

Jack Hagan, Chris Giordano, Tyler J. Loftus, Catherine E. Price, Haldun Aytuğ +2 more

Accessing Artificial Intelligence for Clinical Decision-Making

Frontiers in Digital Health(2021)10.3389/fdgth.2021.645232

N/A

0DataRank · unranked

308 citations

Meghan Brennan, Basma Mohamed, Parisa Rashidi, François Modave, Patrick Tighe +1 more

Machine Learning Applications in Solid Organ Transplantation and Related Complications

Frontiers in Immunology(2021)10.3389/fimmu.2021.739728

N/A

0DataRank · unranked

30 citations

Daniel Delitto, Patrick Tighe, Ali Zarrinpar, Philip A. Efron, Parisa Rashidi +4 more

Patrick Tighe

Indexed papers

Top data-sharing exemplar

Papers