Xiao Hu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 25

Top Topics

Atrial Fibrillation

Machine Learning

Oral Anticoagulants

Top Venues

Physiological measurement

Journal of the American Heart Association

NPJ digital medicine

Nursing research

This page only lists publications with an associated author ORCID identifier.

Publications

Cheng Ding, Zhicheng Guo, Zhaoliang Chen, Randall J Lee, Cynthia Rudin, Xiao Hu
SiamQuality: a ConvNet-based foundation model for photoplethysmography signals. Physiological measurement 45 (8) (2024)
Zhe Zhang, Yuehua Pu, Lei Yu, Haiwei Bai, Wanying Duan, Xin Liu, Ximing Nie, Zhixuan Wen, Lina Zheng, Xiao Hu, Xinyi Leng, Yue-Song Pan, Nils H Petersen, Li-Ping Liu
Deviation From Personalized Blood Pressure Targets Correlates With Worse Outcome After Successful Recanalization. Journal of the American Heart Association 13 (7) (2024)
Cheng Ding, Ran Xiao, Weijia Wang, Elizabeth Holdsworth, Xiao Hu
Photoplethysmography based atrial fibrillation detection: a continually growing field. Physiological measurement 45 (4) (2024)
Xiao Hu
Foundation models for physiological data, how to develop them, and what to expect of them. Physiological measurement 45 (2) (2024)
Cheng Ding, Ran Xiao, Weijia Wang, Elizabeth Holdsworth, Xiao Hu
Photoplethysmography based atrial fibrillation detection: a continually growing field. Physiological measurement 45 (4) (2024)
Cheng Ding, Zhicheng Guo, Zhaoliang Chen, Randall J Lee, Cynthia Rudin, Xiao Hu
SiamQuality: a ConvNet-based foundation model for photoplethysmography signals. Physiological measurement (2024)
Zhe Zhang, Yuehua Pu, Lei Yu, Haiwei Bai, Wanying Duan, Xin Liu, Ximing Nie, Zhixuan Wen, Lina Zheng, Xiao Hu, Xinyi Leng, Yue-Song Pan, Nils H Petersen, Li-Ping Liu
Deviation From Personalized Blood Pressure Targets Correlates With Worse Outcome After Successful Recanalization. Journal of the American Heart Association 13 (7) (2024)
Xiao Hu
Foundation models for physiological data, how to develop them, and what to expect of them. Physiological measurement 45 (2) (2024)
Cheng Ding, Zhicheng Guo, Zhaoliang Chen, Randall J Lee, Cynthia Rudin, Xiao Hu
SiamQuality: a ConvNet-based foundation model for photoplethysmography signals. Physiological measurement 45 (8) (2024)
Cheng Ding, Zhicheng Guo, Zhaoliang Chen, Randall J Lee, Cynthia Rudin, Xiao Hu
SiamQuality: a ConvNet-based foundation model for photoplethysmography signals. Physiological measurement 45 (8) (2024)
Cheng Ding, Zhicheng Guo, Zhaoliang Chen, Randall J Lee, Cynthia Rudin, Xiao Hu
SiamQuality: a ConvNet-based foundation model for photoplethysmography signals. Physiological measurement 45 (8) (2024)
Zhe Zhang, Yuehua Pu, Lei Yu, Haiwei Bai, Wanying Duan, Xin Liu, Ximing Nie, Zhixuan Wen, Lina Zheng, Xiao Hu, Xinyi Leng, Yue-Song Pan, Nils H Petersen, Li-Ping Liu
Deviation From Personalized Blood Pressure Targets Correlates With Worse Outcome After Successful Recanalization. Journal of the American Heart Association 13 (7) (2024)
Cheng Ding, Ran Xiao, Weijia Wang, Elizabeth Holdsworth, Xiao Hu
Photoplethysmography based atrial fibrillation detection: a continually growing field. Physiological measurement (2024)
Zhe Zhang, Yuehua Pu, Lei Yu, Haiwei Bai, Wanying Duan, Xin Liu, Ximing Nie, Zhixuan Wen, Lina Zheng, Xiao Hu, Xinyi Leng, Yue-Song Pan, Nils H Petersen, Li-Ping Liu
Deviation From Personalized Blood Pressure Targets Correlates With Worse Outcome After Successful Recanalization. Journal of the American Heart Association (2024)
Zhe Zhang, Yuehua Pu, Lei Yu, Haiwei Bai, Wanying Duan, Xin Liu, Ximing Nie, Zhixuan Wen, Lina Zheng, Xiao Hu, Xinyi Leng, Yue-Song Pan, Nils H Petersen, Li-Ping Liu
Deviation From Personalized Blood Pressure Targets Correlates With Worse Outcome After Successful Recanalization. Journal of the American Heart Association 13 (7) (2024)
Ran Xiao, Cheng Ding, Xiao Hu, Gari D Clifford, David W Wright, Amit J Shah, Salah Al-Zaiti, Jessica K Zègre-Hemsey
Integrating multimodal information in machine learning for classifying acute myocardial infarction. Physiological measurement (2023)
Peter H Charlton, John Allen, Raquel Bailon, Stephanie Baker, Joachim A Behar, Fei Chen, Gari D Clifford, David A Clifton, Harry J Davies, Cheng Ding, Xiaorong Ding, Jessilyn Dunn, Mohamed Elgendi, Munia Ferdoushi, Daniel Franklin, Eduardo Gil, Md Farhad Hassan, Jussi Hernesniemi, Xiao Hu, Nan Ji, Yasser Khan, Spyridon Kontaxis, Ilkka Korhonen, Panayiotis A Kyriacou, Pablo Laguna, Jesus Lazaro, Chungkeun Lee, Jeremy Levy, Yumin Li, Chengyu Liu, Jing Liu, Lei Lu, Danilo P Mandic, Vaidotas Marozas, Elisa Mejía-Mejía, Ramakrishna Mukkamala, Meir Nitzan, Tânia Pereira, Carmen C Y Poon, Jessica C Ramella-Roman, Harri Saarinen, Md Mobashir Hasan Shandhi, Hangsik Shin, Gerard Stansby, Toshiyo Tamura, Antti Vehkaoja, Will Ke Wang, Yuan-Ting Zhang, Ni Zhao, Dingchang Zheng, Tingting Zhu
The 2023 wearable photoplethysmography roadmap. Physiological measurement (2023)
Fangyi Chen, Ina Chen, Muhammad Zafar, Saurabh R Sinha, Xiao Hu
Seizures detection using multimodal signals: a scoping review. Physiological measurement 43 (7) (2022)
Chiyoung Lee, Xiao Hu
Sex Differences in Depressive Symptom Networks Among Community-Dwelling Older Adults. Nursing research 71 (5) (2022)
Cheng Ding, Tânia Pereira, Ran Xiao, Randall J Lee, Xiao Hu
Impact of Label Noise on the Learning Based Models for a Binary Classification of Physiological Signal. Sensors (Basel, Switzerland) 22 (19) (2022)
Kais Gadhoumi, Alex Beltran, Christopher G Scully, Ran Xiao, David O Nahmias, Xiao Hu
Technical considerations for evaluating clinical prediction indices: a case study for predicting code blue events with MEWS. Physiological measurement 42 (5) (2021)
Rachael A Callcut, Yuan Xu, J Randall Moorman, Christina Tsai, Andrea Villaroman, Anamaria J Robles, Douglas E Lake, Xiao Hu, Matthew T Clark
External validation of a novel signature of illness in continuous cardiorespiratory monitoring to detect early respiratory deterioration of ICU patients. Physiological measurement 42 (9) (2021)
Zhicheng Guo, Cheng Ding, Xiao Hu, Cynthia Rudin
A supervised machine learning semantic segmentation approach for detecting artifacts in plethysmography signals from wearables. Physiological measurement (2021)
Tânia Pereira, Nate Tran, Kais Gadhoumi, Michele M Pelter, Duc H Do, Randall J Lee, Rene Colorado, Karl Meisel, Xiao Hu
Photoplethysmography based atrial fibrillation detection: a review. NPJ digital medicine 3 (2020)
Xiao Hu
An algorithm strategy for precise patient monitoring in a connected healthcare enterprise. NPJ digital medicine 2 (2019)