Publications
52
Citations
439
Est. group size
~2
Recurring co-author estimate
Active years
25
Publishing since 2002
This researcher's work centers on predicting and understanding postoperative delirium (confusion after surgery) in elderly patients undergoing knee/hip surgery, using machine learning models built from clinical and biological markers such as bilirubin, tau protein, and frailty measures. The publication record also includes earlier work on cardiac arrhythmia treatment (catheter ablation for atrial fibrillation) and more recent excursions into unrelated topics like multi-omics cancer imaging and natural language processing, suggesting a somewhat varied portfolio rather than a single tightly-focused research line. Prospective students should note the mix of clinical/anesthesiology-focused delirium prediction research alongside a smaller set of publications in cardiology and computational methods.
Publication output was minimal or absent from 2018-2021, then increased notably starting in 2022 and rose sharply in 2024-2025, indicating a growing and recently active publication pattern.
Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026
- Synergistic role of multi-omics analysis combined with multimodal imaging in precision diagnosis and treatment of thoracic and abdominal tumors
Current Radiopharmaceuticals · 2026
- Ferroptosis in Septic Cardiomyopathy Is Alleviated by Ondansetron: The Critical Role of the HTR3A-ATF3 Axis in Mitochondrial and Oxidative Homeostasis
Biomedicines · 2026
- Establishment of predictive models for postoperative delirium in elderly patients after knee/hip surgery based on total bilirubin concentration: machine learning algorithms
BMC Anesthesiology · 2025
- Association of cardiometabolic multimorbidity with postoperative delirium and three-year mortality in patients undergoing knee/hip arthroplasty: a prospective cohort study
International Journal of Surgery · 2025
- Tau protein mediates the association between frailty and postoperative delirium: a machine learning model incorporating cerebrospinal fluid biomarkers
Frontiers in Neurology · 2025
- Development and validation of a postoperative delirium risk prediction model for non-cardiac surgery in elderly patients
Frontiers in Psychiatry · 2025
- Correlation of β2-microglobulin with postoperative delirium and 3-year mortality undergoing knee or hip replacement surgery: a prospective cohort study
Frontiers in Medicine · 2025
- Memorization $\neq$ Understanding: Do Large Language Models Have the Ability of Scenario Cognition?
arXiv (Cornell University) · 2025
- Association between window ventilation frequency and depressive symptoms among older Chinese adults
Journal of Affective Disorders · 2024
- Physical activity may a probably protective factor for postoperative delirium: the PNDABLE study
Frontiers in Aging Neuroscience · 2024
- EE-LCE: An Event Extraction Framework Based on LLM-Generated CoT Explanation
Lecture notes in computer science · 2024
- Preoperative plasma bilirubin may be associated with postoperative delirium in old patients undergoing knee/hip arthroplasty: the PNDRFAP study and the PNDABLE study
Research Square · 2024
- Knowledge-Enhanced Context Representation for Unbiased Scene Graph Generation
Lecture notes in computer science · 2024
- FC47: Association between indoor ventilation frequency and depressive symptoms among older Chinese adults
International Psychogeriatrics · 2024
- Development and validation of a postoperative delirium risk prediction model for non-cardiac surgery in elderly patients: The PNDABLE Study
Research Square · 2023
- arXiv (Cornell University)×3
- Lecture notes in computer science×2
- Research Square×2
- Heliyon×1
- BMC Anesthesiology×1
- Jun Kim
Medicine · Indiana University
- Ajay Vallakati
Medicine · The Ohio State University
- Faris Khan
Medicine · Indiana University
- Benjamin Buck
Medicine · The Ohio State University
- Muhammad R. Afzal
Medicine · The Ohio State University
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 19, 2026.
Claim or correct this profile