Leaderboards/Healthcare Technology and Patient Monitoring

Healthcare Technology and Patient Monitoring

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Giacomo Paterniani
University of Modena and Reggio Emilia
2
Aurora Saibene
University of Milano-Bicocca
3
Aleksej Logacjov
Norwegian University of Science and Technology
4
Youhwan Seol
Chung-Ang University
5
Magdalena Wischnewski
University of Duisburg-Essen
6
Lindsay Sanneman
Arizona State University
7
Qinbiao Li
Hong Kong Polytechnic University
8
Ananyananda Dasari
Carnegie Mellon University
9
Xiaolin He
Delft University of Technology
10
Chiara Romano
Università Campus Bio-Medico

Rising Stars Papers

1
Flexible Textile Sensors-Based Smart T-Shirt for Respiratory Monitoring: Design, Development, and Preliminary Validation
Sensors|2024
22 cit.
2
Self-supervised Learning for Accelerometer-based Human Activity Recognition: A Survey
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies|2024
20 cit.
3
Single-pilot operations in commercial flight: Effects on neural activity and visual behaviour under abnormalities and emergencies
Chinese Journal of Aeronautics|2024
19 cit.
4
SelfPAB: large-scale pre-training on accelerometer data for human activity recognition
Applied Intelligence|2024
18 cit.
5
A Machine Learning Model for Predicting Sleep and Wakefulness Based on Accelerometry, Skin Temperature and Contextual Information
Nature and Science of Sleep|2024
12 cit.
6
A new computational perceived risk model for automated vehicles based on potential collision avoidance difficulty (PCAD)
Transportation Research Part C Emerging Technologies|2024
12 cit.
7
Flashlight model: Integrating attention distribution and attention resources for pilots’ visual behaviour analysis and performance prediction
International Journal of Industrial Ergonomics|2024
12 cit.
8
Tunable soft pressure sensors based on magnetic coupling mediated by hyperelastic materials
Soft Science|2024
12 cit.
9
In Seal We Trust? Investigating the Effect of Certifications on Perceived Trustworthiness of AI Systems
Human-Machine Communication|2024
11 cit.
10
Does Polarizing News Become Less Polarizing When Written by an AI?
Journal of Media Psychology Theories Methods and Applications|2024
8 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Tom Pollard
Massachusetts Institute of Technology
2
Alistair E. W. Johnson
Massachusetts Institute of Technology
3
Hansen A. Mansy
University of Central Florida
4
Ekanath Rangan
Stanford University
5
Thar Baker
Liverpool John Moores University
6
Carla Van Riet
KU Leuven
7
Fadel Adib
IIT@MIT
8
Jana Sochor
Chalmers University of Technology
9
Muhammad Awais Bin Altaf
Western Washington University
10
Saad Mubeen
Mälardalen University

Emerging Leaders Papers

1
MIMIC-IV, a freely accessible electronic health record dataset
Scientific Data|2023
2.8k cit.
2
Battery-free wireless imaging of underwater environments
Nature Communications|2022
83 cit.
3
Feature engineering and deep learning-based intrusion detection framework for securing edge IoT
The Journal of Supercomputing|2022
67 cit.
4
A comprehensive systematic review of integration of time sensitive networking and 5G communication
Journal of Systems Architecture|2023
63 cit.
5
MIMIC-IV on FHIR: converting a decade of in-patient data into an exchangeable, interoperable format
Journal of the American Medical Informatics Association|2023
30 cit.
6
Enabling Long-Range Underwater Backscatter via Van Atta Acoustic Networks
Unknown Journal|2023
30 cit.
7
Developing a Translation Technique for Converged TSN-5G Communication
Unknown Journal|2022
28 cit.
8
An Innovative Clustering Hierarchical Protocol for Data Collection from Remote Wireless Sensor Networks Based Internet of Things Applications
Sensors|2023
28 cit.
9
Performance effectiveness of vital parameter combinations for early warning of sepsis—an exhaustive study using machine learning
JAMIA Open|2022
25 cit.
10
QoS-MAN: A Novel QoS Mapping Algorithm for TSN-5G Flows
Unknown Journal|2022
24 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Roger G. Mark
Massachusetts Institute of Technology
2
Christopher D. Wickens
Colorado State University
3
Mark W. Spong
Linköping University
4
Omar Badawi
University of Maryland, Baltimore
5
Lionel Tarassenko
University of Oxford
6
Gari D. Clifford
Emory University
7
Colin G. Drury
University at Buffalo, State University of New York
8
John W. Powell
Baylor College of Medicine
9
Atul A. Gawande
Brigham and Women's Hospital
10
David D. Woods
The Ohio State University

Current Senior Leaders Papers

1
MIMIC-III, a freely accessible critical care database
Scientific Data|2016
8.1k cit.
2
A Surgical Safety Checklist to Reduce Morbidity and Mortality in a Global Population
New England Journal of Medicine|2009
5.6k cit.
3
The impact of the MIT-BIH Arrhythmia Database
IEEE Engineering in Medicine and Biology Magazine|2001
4.6k cit.
4
A model for types and levels of human interaction with automation
IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans|2000
3.8k cit.
5
MIMIC-IV, a freely accessible electronic health record dataset
Scientific Data|2023
2.8k cit.
6
Multiple resources and performance prediction
Theoretical Issues in Ergonomics Science|2002
2.5k cit.
7
An estimation of the global volume of surgery: a modelling strategy based on available data
The Lancet|2008
2.5k cit.
8
Bilateral control of teleoperators with time delay
IEEE Transactions on Automatic Control|1989
2.1k cit.
9
Multiple Resources and Mental Workload
Human Factors The Journal of the Human Factors and Ergonomics Society|2008
2k cit.
10
The eICU Collaborative Research Database, a freely available multi-center database for critical care research
Scientific Data|2018
1.8k cit.

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