Jiawen Deng

3.2k total citations · 4 hit papers
81 papers, 1.8k citations indexed

About

Jiawen Deng is a scholar working on Artificial Intelligence, Surgery and Pulmonary and Respiratory Medicine. According to data from OpenAlex, Jiawen Deng has authored 81 papers receiving a total of 1.8k indexed citations (citations by other indexed papers that have themselves been cited), including 12 papers in Artificial Intelligence, 11 papers in Surgery and 11 papers in Pulmonary and Respiratory Medicine. Recurrent topics in Jiawen Deng's work include Artificial Intelligence in Healthcare and Education (7 papers), COVID-19 Clinical Research Studies (5 papers) and Intensive Care Unit Cognitive Disorders (5 papers). Jiawen Deng is often cited by papers focused on Artificial Intelligence in Healthcare and Education (7 papers), COVID-19 Clinical Research Studies (5 papers) and Intensive Care Unit Cognitive Disorders (5 papers). Jiawen Deng collaborates with scholars based in Canada, United States and China. Jiawen Deng's co-authors include Fangwen Zhou, Emma Huang, Zachary Silver, Wenteng Hou, Chi Yi Wong, Oswin Chang, Qi Zuo, Kiyan Heybati, Anastasia Drakos and Ye‐Jean Park and has published in prestigious journals such as SHILAP Revista de lepidopterología, Biomaterials and Annals of the New York Academy of Sciences.

In The Last Decade

Jiawen Deng

68 papers receiving 1.7k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

The prevalence of depression, anxiety, and sleep disturbances in COVID‐19 patients: a meta‐analysis

2020 512 citations Jiawen Deng, Fangwen Zhou et al. Annals of the New York Academy of Sciences profile →
The prevalence of depressive symptoms, anxiety symptoms and sleep disturbance in higher education students during the COVID-19 pandemic: A systematic review and meta-analysis

2021 309 citations Jiawen Deng, Fangwen Zhou et al. Psychiatry Research profile →
Prevalence of mental health symptoms in children and adolescents during the COVID‐19 pandemic: A meta‐analysis

2022 140 citations Jiawen Deng, Fangwen Zhou et al. Annals of the New York Academy of Sciences profile →
Assessing the research landscape and clinical utility of large language models: a scoping review

2024 85 citations Ye‐Jean Park, Jiawen Deng et al. profile →

Peers

Countries citing papers authored by Jiawen Deng

Since Specialization

Citations

This map shows the geographic impact of Jiawen Deng's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Jiawen Deng with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jiawen Deng more than expected).

Fields of papers citing papers by Jiawen Deng

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Jiawen Deng. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Jiawen Deng. The network helps show where Jiawen Deng may publish in the future.

Co-authorship network of co-authors of Jiawen Deng

This figure shows the co-authorship network connecting the top 25 collaborators of Jiawen Deng. A scholar is included among the top collaborators of Jiawen Deng based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Jiawen Deng. Jiawen Deng is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	When Jack of All Trades Is a Master of None: Comparing the Performance of GPT-4 Omni against Specialised Neural Networks in Identifying Malignant Dermatological Lesions from Smartphone Images and Structured Clinical Data 2025 ·Dermatology ·Jiawen Deng, (unknown), Joo Ha Hwang, (unknown), Eddie Guo, Kiyan Heybati, (unknown)	0
2	Outcomes of high-flow versus conventional oxygen therapy in adult medical and post-surgical oncology patients: A systematic review and meta-analysis 2025 ·Respiratory Medicine ·(unknown), Sarah Malone, Kiyan Heybati, Jiawen Deng, Fangwen Zhou, Angélique Roy, (unknown), John Muscedere, Paul Heffernan	0
3	Development of Machine Learning Models for Predicting the 1‐Year Risk of Reoperation After Lower Limb Oncological Resection and Endoprosthetic Reconstruction Based on Data From the PARITY Trial 2024 ·Journal of Surgical Oncology ·Jiawen Deng, (unknown), (unknown), Ahmed Aoude, Michelle Ghert, Sahir Bhatnagar, Anthony Bozzo	2
4	Depression Detection in Clinical Interviews with LLM-Empowered Structural Element Graph 2024 ·Zhuang Chen, Jiawen Deng, Jinfeng Zhou, (unknown), Tieyun Qian, Minlie Huang	7
5	Corticosteroids for Managing Pediatric Sepsis and Septic Shock: A Systematic Review and Meta-analysis 2024 ·The Pediatric Infectious Disease Journal ·Jiawen Deng, (unknown), Qi Zuo, (unknown), Oswin Chang, (unknown), (unknown), (unknown), (unknown), Kiyan Heybati	0
6	A multimodal neural network with gradient blending improves predictions of survival and metastasis in sarcoma 2024 ·npj Precision Oncology ·Anthony Bozzo, (unknown), (unknown), Aditya Apte, Jiawen Deng, Simon Sun, (unknown), (unknown), Sahir Bhatnagar, John H. Healey	6
7	Comparability of Objective Structured Clinical Examinations (OSCEs) and Written Tests for Assessing Medical School Students’ Competencies: A Scoping Review 2023 ·Evaluation & the Health Professions ·Oswin Chang, Anne Holbrook, (unknown), Jiawen Deng, (unknown), (unknown), Alan Cheng	6
8	Evaluating fluvoxamine for the outpatient treatment of COVID‐19: A systematic review and meta‐analysis 2023 ·Reviews in Medical Virology ·Jiawen Deng, (unknown), Qi Zuo, (unknown), (unknown), Harikrishnaa Ba Ramaraju, Daniel Rayner, Ye‐Jean Park, Kiyan Heybati, Fangwen Zhou, (unknown)	8
9	Appraisal of Postoperative Outcomes of Volatile and Intravenous Anesthetics: A Network Meta-Analysis of Patients Undergoing Cardiac Surgery 2023 ·Journal of Cardiothoracic and Vascular Anesthesia ·Kiyan Heybati, Fangwen Zhou, (unknown), (unknown), (unknown), (unknown), Jiawen Deng, (unknown), (unknown), Harish Ramakrishna	3
10	Towards Identifying Social Bias in Dialog Systems: Framework, Dataset, and Benchmark 2022 ·Jingyan Zhou, Jiawen Deng, Fei Mi, Yitong Li, Yasheng Wang, Minlie Huang, Xin Jiang, Qun Liu, Helen Meng	11
11	Efficacy of Lopinavir–Ritonavir Combination Therapy for the Treatment of Hospitalized COVID-19 Patients: A Meta-Analysis 2022 ·Future Virology ·Jiawen Deng, Fangwen Zhou, Wenteng Hou, Kiyan Heybati, (unknown), Oswin Chang, Zachary Silver, (unknown), Harikrishnaa Ba Ramaraju, Chi Yi Wong, Qi Zuo, (unknown), (unknown)	17
12	Correction to: Efficacy and safety of ivermectin for the treatment of COVID-19: a systematic review and meta-analysis 2022 ·QJM ·Jiawen Deng, Fangwen Zhou, (unknown), Kiyan Heybati, (unknown), (unknown), (unknown)	0
13	Outcomes of dexmedetomidine versus propofol sedation in critically ill adults requiring mechanical ventilation: a systematic review and meta-analysis of randomised controlled trials 2022 ·British Journal of Anaesthesia ·Kiyan Heybati, Fangwen Zhou, (unknown), Jiawen Deng, Divyanshu Mohananey, (unknown), Harish Ramakrishna	44
14	Efficacy and Safety of Corticosteroid Regimens for the Treatment of Hospitalized COVID-19 Patients: A meta-analysis 2022 ·Future Virology ·Fangwen Zhou, Jiawen Deng, Kiyan Heybati, Qi Zuo, (unknown), Wenteng Hou, Chi Yi Wong, Harikrishnaa Ba Ramaraju, Oswin Chang, (unknown), Zachary Silver	17
15	The COVID-19 endemic: calm before the storm of paediatric viral respiratory illnesses 2022 ·QJM ·Jiawen Deng, Kiyan Heybati, (unknown), Emma Huang, Fangwen Zhou	0
16	Efficacy and safety of ivermectin for the treatment of COVID-19: a systematic review and meta-analysis 2021 ·QJM ·Jiawen Deng, Fangwen Zhou, (unknown), Kiyan Heybati, Wenteng Hou, Emma Huang, (unknown)	22
17	The prevalence of depressive symptoms, anxiety symptoms and sleep disturbance in higher education students during the COVID-19 pandemic: A systematic review and meta-analysis breakdown → 2021 ·Psychiatry Research ·Jiawen Deng, Fangwen Zhou, Wenteng Hou, Zachary Silver, Chi Yi Wong, Oswin Chang, Anastasia Drakos, Qi Zuo, Emma Huang	309
18	Transfusion of Modified Blood Components for the Treatment of Autoimmune Hemolytic Anemia: A Network Meta-Analysis 2021 ·Jiawen Deng, Fangwen Zhou, Chi Yi Wong, (unknown), Emma Huang	2
19	Efficacy of Chloroquine and Hydroxychloroquine for the Treatment of Hospitalized COVID-19 Patients: A Meta-Analysis 2021 ·Future Virology ·Jiawen Deng, Fangwen Zhou, Kiyan Heybati, (unknown), Qi Zuo, Wenteng Hou, (unknown), Harikrishnaa Ba Ramaraju, Oswin Chang, Chi Yi Wong, Zachary Silver	21
20	The prevalence of depression, anxiety, and sleep disturbances in COVID‐19 patients: a meta‐analysis breakdown → 2020 ·Annals of the New York Academy of Sciences ·Jiawen Deng, Fangwen Zhou, Wenteng Hou, Zachary Silver, Chi Yi Wong, Oswin Chang, Emma Huang, Qi Zuo	512

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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