Patrick Tighe

Patrick Tighe

University of Florida

H-index: 31

North America-United States

About Patrick Tighe

Patrick Tighe, With an exceptional h-index of 31 and a recent h-index of 26 (since 2020), a distinguished researcher at University of Florida, specializes in the field of anesthesiology, acute pain, regional anesthesia, machine learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

XTSFormer: Cross-Temporal-Scale Transformer for Irregular Time Event Prediction

A Network Analysis of Digital Clock Drawing for Command and Copy Conditions

96 Proof of Principle: Can Paragraph Recall Pauses and Speech Frequencies Correctly Classify Cognitively Compromised Older Adults?

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

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

59 A Preliminary Investigation of Digital Clock Drawing in Fibromyalgia Patients Versus Non-Fibromyalgia Peers

Postoperative overtriage to an intensive care unit is associated with low value of care

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

Patrick Tighe Information

University

Position

___

Citations(all)

4216

Citations(since 2020)

3342

Cited By

1908

hIndex(all)

31

hIndex(since 2020)

26

i10Index(all)

64

i10Index(since 2020)

55

Email

University Profile Page

University of Florida

Google Scholar

View Google Scholar Profile

Patrick Tighe Skills & Research Interests

anesthesiology

acute pain

regional anesthesia

machine learning

Top articles of Patrick Tighe

Title

Journal

Author(s)

Publication Date

XTSFormer: Cross-Temporal-Scale Transformer for Irregular Time Event Prediction

arXiv preprint arXiv:2402.02258

Tingsong Xiao

Zelin Xu

Wenchong He

Jim Su

Yupu Zhang

...

2024/2/3

A Network Analysis of Digital Clock Drawing for Command and Copy Conditions

Assessment

Brandon Frank

Sabyasachi Bandyopadhyay

Catherine Dion

Erin Formanski

Emily Matusz

...

2024/3/18

96 Proof of Principle: Can Paragraph Recall Pauses and Speech Frequencies Correctly Classify Cognitively Compromised Older Adults?

Journal of the International Neuropsychological Society

Leeor Hershkovich

Sabyasachi Bandyopadhyay

Jack Wittmayer

Patrick Tighe

David J Libon

...

2023/11

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

Physiological Measurement

Jeremy A Balch

Matthew M Ruppert

Benjamin Shickel

Tezcan Ozrazgat-Baslanti

Patrick J Tighe

...

2023/2/9

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

Advanced Biology

Xiufang Guo

Nesar Akanda

Gabriella Fiorino

Siddharth Nimbalkar

Christopher J Long

...

2023/9/7

59 A Preliminary Investigation of Digital Clock Drawing in Fibromyalgia Patients Versus Non-Fibromyalgia Peers

Journal of the International Neuropsychological Society

Yonah Joffe

Catherine Dion

Emily F Matusz

Shawna Amini

Patrick J Tighe

...

2023/11

Postoperative overtriage to an intensive care unit is associated with low value of care

Annals of Surgery

Tyler J Loftus

Matthew M Ruppert

Tezcan Ozrazgat-Baslanti

Jeremy A Balch

Benjamin Shickel

...

2023/2/1

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

Jessica Sena

Sabyasachi Bandyopadhyay

Mohammad Tahsin Mostafiz

Andrea Davidson

Ziyuan Guan

...

2023/12/5

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

Ruba Sajdeya

Mamoun T Mardini

Patrick J Tighe

Ronald L Ison

Chen Bai

...

2023/8/1

Overtriage, undertriage, and value of care after major surgery: an automated, explainable deep learning-enabled classification system

Journal of the American College of Surgeons

Tyler J Loftus

Matthew M Ruppert

Benjamin Shickel

Tezcan Ozrazgat-Baslanti

Jeremy A Balch

...

2023/2/1

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

Scientific Reports

Sabyasachi Bandyopadhyay

Jack Wittmayer

David J Libon

Patrick Tighe

Catherine Price

...

2023/5/6

29 When AI meets QI

Jeffrey Rakover

Marina Renton

Roy Williams

Patrick Tighe

Pierre Barker

2023/12/1

49 Educational Differences in Digital Clock Drawing for the Copy Condition: A Bayesian Network Analysis

Journal of the International Neuropsychological Society

Emily F Matusz

Brandon E Frank

Catherine Dion

Udell Holmes

Yonah Joffe

...

2023/11

Early reduction in postoperative pain is associated with improved long-term function after shoulder arthroplasty: a retrospective case series

European Journal of Orthopaedic Surgery & Traumatology

Benjamin L Judkins

Kevin A Hao

Thomas W Wright

Braden K Jones

Andre P Boezaart

...

2023/5

14 AI labs for patient safety (ALPS): an innovative infrastructure for quality improvement using AI

Patrick Tighe

Roy Williams

Ray Opoku

Rulman L Pebe

Liliana Bell

2023/12/1

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

Frontiers in Digital Health

Anis Davoudi

Ruba Sajdeya

Ron Ison

Jennifer Hagen

Parisa Rashidi

...

2023/1/11

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

arXiv preprint arXiv:2311.00565

Subhash Nerella

Ziyuan Guan

Andrea Davidson

Yuanfang Ren

Tezcan Baslanti

...

2023/11/1

48 Educational Differences in Digital Clock Drawing for the Command Condition: A Bayesian Network Analysis

Journal of the International Neuropsychological Society

Emily F Matusz

Brandon E Frank

Catherine Dion

Udell Holmes

Yonah Joffe

...

2023/11

Applications of artificial intelligence in the radiology roundtrip: Process Streamlining, workflow optimization, and beyond

Seminars in Roentgenology

Kevin Pierre

Adam G Haneberg

Sean Kwak

Keith R Peters

Bruno Hochhegger

...

2023/4/1

Predictive Modeling for Readmission to Intensive Care: A Systematic Review

Matthew M Ruppert

Tyler J Loftus

Coulter Small

Han Li

Tezcan Ozrazgat-Baslanti

...

2023/1/1

See List of Professors in Patrick Tighe University(University of Florida)

Co-Authors

H-index: 113
Roger Fillingim

Roger Fillingim

University of Florida

H-index: 84
Gilbert Upchurch

Gilbert Upchurch

University of Florida

H-index: 59
Azra  Bihorac

Azra Bihorac

University of Florida

H-index: 59
David J. Libon, PhD

David J. Libon, PhD

Rowan University

H-index: 41
Catherine C. Price

Catherine C. Price

University of Florida

H-index: 38
Parisa Rashidi

Parisa Rashidi

University of Florida

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