Shaoxiong Sun

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All published works
Action Title Year Authors
+ PDF Chat Large-scale digital phenotyping: identifying depression and anxiety indicators in a general UK population with over 10,000 participants 2024 Yuezhou Zhang
Callum Stewart
Yatharth Ranjan
Pauline Conde
Heet Sankesara
Zulqarnain Rashid
Shaoxiong Sun
Richard Dobson
Amos Folarin
+ PDF Chat Deciphering seasonal depression variations and interplays between weather changes, physical activity, and depression severity in real-world settings: Learnings from RADAR-MDD longitudinal mobile health study 2024 Yuezhou Zhang
Amos Folarin
Yatharth Ranjan
Nicholas Cummins
Zulqarnain Rashid
Pauline Conde
Callum Stewart
Shaoxiong Sun
Srinivasan Vairavan
Faith Matcham
+ PDF Chat Deciphering seasonal depression variations and interplays between weather changes, physical activity, and depression severity in real-world settings: Learnings from RADAR-MDD longitudinal mobile health study 2024 Yuezhou Zhang
Amos Folarin
Yatharth Ranjan
Nicholas Cummins
Zulqarnain Rashid
Pauline Conde
Callum Stewart
Shaoxiong Sun
Srinivasan Vairavan
Faith Matcham
+ Identifying depression-related topics in smartphone-collected free-response speech recordings using an automatic speech recognition system and a deep learning topic model 2024 Yuezhou Zhang
Amos Folarin
Judith Dineley
Pauline Conde
Valeria de Angel
Shaoxiong Sun
Yatharth Ranjan
Zulqarnain Rashid
Callum Stewart
Petroula Laiou
+ PDF Chat Challenges in Using mHealth Data From Smartphones and Wearable Devices to Predict Depression Symptom Severity: Retrospective Analysis 2023 Shaoxiong Sun
Amos Folarin
Yuezhou Zhang
Nicholas Cummins
Rafael Garcia‐Dias
Callum Stewart
Yatharth Ranjan
Zulqarnain Rashid
Pauline Conde
Petroula Laiou
+ Disease Insight through Digital Biomarkers Developed by Remotely Collected Wearables and Smartphone Data 2023 Zulqarnain Rashid
Amos Folarin
Yatharth Ranjan
Pauline Conde
Heet Sankesara
Yuezhou Zhang
Shaoxiong Sun
Callum Stewart
Petroula Laiou
Richard Dobson
+ Identifying depression-related topics in smartphone-collected free-response speech recordings using an automatic speech recognition system and a deep learning topic model 2023 Yuezhou Zhang
Amos Folarin
Judith Dineley
Pauline Conde
Valeria de Angel
Shaoxiong Sun
Yatharth Ranjan
Zulqarnain Rashid
Callum Stewart
Petroula Laiou
+ Longitudinal Assessment of Seasonal Impacts and Depression Associations on Circadian Rhythm Using Multimodal Wearable Sensing 2023 Yuezhou Zhang
Amos Folarin
Shaoxiong Sun
Nicholas Cummins
Yatharth Ranjan
Zulqarnain Rashid
Callum Stewart
Pauline Conde
Heet Sankesara
Petroula Laiou
+ The utility of wearable devices in assessing ambulatory impairments of people with multiple sclerosis in free-living conditions 2022 Shaoxiong Sun
Amos Folarin
Yuezhou Zhang
Nicholas Cummins
Shuo Liu
Callum Stewart
Yatharth Ranjan
Zulqarnain Rashid
Pauline Conde
Petroula Laiou
+ PDF Chat Associations Between Depression Symptom Severity and Daily-Life Gait Characteristics Derived From Long-Term Acceleration Signals in Real-World Settings: Retrospective Analysis 2022 Yuezhou Zhang
Amos Folarin
Shaoxiong Sun
Nicholas Cummins
Srinivasan Vairavan
Linglong Qian
Yatharth Ranjan
Zulqarnain Rashid
Pauline Conde
Callum Stewart
+ Associations between depression symptom severity and daily-life gait characteristics derived from long-term acceleration signals in real-world settings 2022 Yuezhou Zhang
Amos Folarin
Shaoxiong Sun
Nicholas Cummins
Srinivasan Vairavan
Linglong Qian
Yatharth Ranjan
Zulqarnain Rashid
Pauline Conde
Callum Stewart
+ Challenges in Using mHealth Data From Smartphones and Wearable Devices to Predict Depression Symptom Severity: Retrospective Analysis 2022 Shaoxiong Sun
Amos Folarin
Yuezhou Zhang
Nicholas Cummins
Rafael Garcia Dias
Callum Stewart
Yatharth Ranjan
Zulqarnain Rashid
Pauline Conde
Petroula Laiou
+ Fitbeat: COVID-19 estimation based on wristband heart rate using a contrastive convolutional auto-encoder 2021 Shuo Liu
Jing Han
Estela Laporta
Spyridon Kontaxis
Shaoxiong Sun
Patrick Locatelli
Judith Dineley
Florian B. Pokorny
Gloria Dalla Costa
Letizia Leocani
+ PDF Chat Predicting Depressive Symptom Severity Through Individuals’ Nearby Bluetooth Device Count Data Collected by Mobile Phones: Preliminary Longitudinal Study 2021 Yuezhou Zhang
Amos Folarin
Shaoxiong Sun
Nicholas Cummins
Yatharth Ranjan
Zulqarnain Rashid
Pauline Conde
Callum Stewart
Petroula Laiou
Faith Matcham
+ Measuring the effect of Non-Pharmaceutical Interventions (NPIs) on mobility during the COVID-19 pandemic using global mobility data 2021 Berber T Snoeijer
Mariska Burger
Shaoxiong Sun
Richard Dobson
Amos Folarin
+ PDF Chat Relationship Between Major Depression Symptom Severity and Sleep Collected Using a Wristband Wearable Device: Multicenter Longitudinal Observational Study 2021 Yuezhou Zhang
Amos Folarin
Shaoxiong Sun
Nicholas Cummins
Rebecca Bendayan
Yatharth Ranjan
Zulqarnain Rashid
Pauline Conde
Callum Stewart
Petroula Laiou
+ Fitbeat: COVID-19 Estimation based on Wristband Heart Rate 2021 Shuo Liu
Jing Han
Estela Laporta
Spyridon Kontaxis
Shaoxiong Sun
Patrick Locatelli
Judith Dineley
Florian B. Pokorny
Gloria Dalla Costa
Letizia Leocani
+ Predicting Depressive Symptom Severity through Individuals' Nearby Bluetooth Devices Count Data Collected by Mobile Phones: A Preliminary Longitudinal Study 2021 Yuezhou Zhang
Amos Folarin
Shaoxiong Sun
Nicholas Cummins
Yatharth Ranjan
Zulqarnain Rashid
Pauline Conde
Callum Stewart
Petroula Laiou
Faith Matcham
+ The utility of wearable devices in assessing ambulatory impairments of people with multiple sclerosis in free-living conditions 2021 Shaoxiong Sun
Amos Folarin
Yuezhou Zhang
Nicholas Cummins
Shuo Liu
Callum Stewart
Yatharth Ranjan
Zulqarnain Rashid
Pauline Conde
Petroula Laiou
+ Systolic blood pressure estimation using ECG and PPG in patients undergoing surgery 2021 Shaoxiong Sun
Erik Bresch
Jens Muehlsteff
L. Schmitt
Xi Long
Rick Bezemer
Igor Paulussen
Gerrit J. Noordergraaf
Ronald M. Aarts
+ The Relationship between Major Depression Symptom Severity and Sleep Collected Using a Wristband Wearable Device: Multi-centre Longitudinal Observational Study 2020 Yuezhou Zhang
Amos Folarin
Shaoxiong Sun
Nicholas Cummins
Rebecca Bendayan Yatharth Ranjan
Zulqarnain Rashid
Pauline Conde
Callum Stewart
Petroula Laiou
Faith Matcham
+ Measuring the effect of Non-Pharmaceutical Interventions (NPIs) on mobility during the COVID-19 pandemic using global mobility data 2020 Berber T Snoeijer
Mariska Burger
Shaoxiong Sun
Richard Dobson
Amos Folarin
+ PDF Chat Using Smartphones and Wearable Devices to Monitor Behavioral Changes During COVID-19 2020 Shaoxiong Sun
Amos Folarin
Yatharth Ranjan
Zulqarnain Rashid
Pauline Conde
Callum Stewart
Nicholas Cummins
Faith Matcham
Gloria Dalla Costa
Sara Simblett
+ Measuring the effect of Non-Pharmaceutical Interventions (NPIs) on mobility during the COVID-19 pandemic using global mobility data 2020 Berber T Snoeijer
Mariska Burger
Shaoxiong Sun
Richard Dobson
Amos Folarin
Common Coauthors
Commonly Cited References
Action Title Year Authors # of times referenced
+ PDF Chat Using Smartphones and Wearable Devices to Monitor Behavioral Changes During COVID-19 2020 Shaoxiong Sun
Amos Folarin
Yatharth Ranjan
Zulqarnain Rashid
Pauline Conde
Callum Stewart
Nicholas Cummins
Faith Matcham
Gloria Dalla Costa
Sara Simblett
7
+ PDF Chat Relationship Between Major Depression Symptom Severity and Sleep Collected Using a Wristband Wearable Device: Multicenter Longitudinal Observational Study 2021 Yuezhou Zhang
Amos Folarin
Shaoxiong Sun
Nicholas Cummins
Rebecca Bendayan
Yatharth Ranjan
Zulqarnain Rashid
Pauline Conde
Callum Stewart
Petroula Laiou
6
+ Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing 1995 Yoav Benjamini
Yosef Hochberg
5
+ Random-Effects Models for Longitudinal Data 1982 Nan M. Laird
James H. Ware
5
+ PDF Chat Predicting Depressive Symptom Severity Through Individuals’ Nearby Bluetooth Device Count Data Collected by Mobile Phones: Preliminary Longitudinal Study 2021 Yuezhou Zhang
Amos Folarin
Shaoxiong Sun
Nicholas Cummins
Yatharth Ranjan
Zulqarnain Rashid
Pauline Conde
Callum Stewart
Petroula Laiou
Faith Matcham
3
+ PDF Chat The positive impact of lockdown in Wuhan on containing the COVID-19 outbreak in China 2020 Hien Lau
Veria Khosrawipour
Piotr Kocbach
Agata Mikołajczyk
J. Schubert
Jacek Bania
Tanja Khosrawipour
3
+ PDF Chat Daily Stress Recognition from Mobile Phone Data, Weather Conditions and Individual Traits 2014 Andrey Bogomolov
Bruno Lepri
Michela Ferron
Fabio Pianesi
Alex Pentland
2
+ PDF Chat Probabilistic programming in Python using PyMC3 2016 John Salvatier
Thomas V. Wiecki
Christopher Fonnesbeck
2
+ PDF Chat Deep Learning for IoT Big Data and Streaming Analytics: A Survey 2018 Mehdi Mohammadi
Ala Al‐Fuqaha
Sameh Sorour
Mohsen Guizani
2
+ PDF Chat Sleep Stage Classification Using Bidirectional LSTM in Wearable Multi-sensor Systems 2019 Yuezhou Zhang
Zhicheng Yang
Ke Lan
Xiaoli Liu
Zhengbo Zhang
Peiyao Li
Desen Cao
Jiewen Zheng
Jianli Pan
2
+ PDF Chat Smartphone app to investigate the relationship between social connectivity and mental health 2017 Tjeerd W. Boonstra
Aliza Werner‐Seidler
Bridianne O’Dea
Mark Larsen
Helen Christensen
2
+ PDF Chat Pre-symptomatic detection of COVID-19 from smartwatch data 2020 Tejaswini Mishra
Meng Wang
Ahmed A. Metwally
Gireesh K. Bogu
Andrew Brooks
Amir Bahmani
Arash Alavi
Alessandra Celli
Emily Higgs
Orit Dagan‐Rosenfeld
2
+ An Analysis of Transformations 1964 George E. P. Box
David R. Cox
2
+ PDF Chat Impact assessment of non-pharmaceutical interventions against coronavirus disease 2019 and influenza in Hong Kong: an observational study 2020 Benjamin J. Cowling
Sheikh Taslim Ali
Tiffany Ng
Tim K. Tsang
Julian C. M. Li
Min Whui Fong
Qiuyan Liao
Mike Yat Wah Kwan
So Lun Lee
Susan S. Chiu
2
+ Regression Shrinkage and Selection Via the Lasso 1996 Robert Tibshirani
2
+ PDF Chat The Incubation Period of Coronavirus Disease 2019 (COVID-19) From Publicly Reported Confirmed Cases: Estimation and Application 2020 Stephen A. Lauer
Kyra H. Grantz
Qifang Bi
Forrest K. Jones
Qulu Zheng
Hannah R. Meredith
Andrew S. Azman
Nicholas G Reich
Justin Lessler
2
+ Momentum contrastive learning for few-shot COVID-19 diagnosis from chest CT images 2021 Xiaocong Chen
Lina Yao
Tao Zhou
Jinming Dong
Yu Zhang
2
+ PDF Chat Use of Physiological Data From a Wearable Device to Identify SARS-CoV-2 Infection and Symptoms and Predict COVID-19 Diagnosis: Observational Study 2021 Robert Hirten
Matteo Danieletto
Lewis E. Tomalin
Katie Hyewon Choi
Micol Zweig
Eddye Golden
Sparshdeep Kaur
Drew Helmus
Anthony Biello
Renata Pyzik
2
+ Deep learning for time series classification: a review 2019 Hassan Ismail Fawaz
Germain Forestier
Jonathan Weber
Lhassane Idoumghar
Pierre-Alain Müller
1
+ Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift 2015 Sergey Ioffe
Christian Szegedy
1
+ Understanding and Improving Convolutional Neural Networks via Concatenated Rectified Linear Units 2016 Wenling Shang
Kihyuk Sohn
Diogo Almeida
Honglak Lee
1
+ Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps 2013 Karen Simonyan
Andrea Vedaldi
Andrew Zisserman
1
+ PDF Chat Fast and scalable distributed deep convolutional autoencoder for fMRI big data analytics 2018 Milad Makkie
Heng Huang
Yu Zhao
Athanasios V. Vasilakos
Tianming Liu
1
+ PDF Chat The reproductive number of COVID-19 is higher compared to SARS coronavirus 2020 Ying Liu
Alberto Alexander Gayle
Annelies Wilder‐Smith
Joacim Rocklöv
1
+ Characteristics of and Important Lessons From the Coronavirus Disease 2019 (COVID-19) Outbreak in China 2020 Zunyou Wu
Jennifer M. McGoogan
1
+ PDF Chat A Familial Cluster of Infection Associated With the 2019 Novel Coronavirus Indicating Possible Person-to-Person Transmission During the Incubation Period 2020 Ping Yu
Zhu Jiang
Zhengdong Zhang
Yingjun Han
1
+ COVID-19 and Computer Audition: An Overview on What Speech & Sound Analysis Could Contribute in the SARS-CoV-2 Corona Crisis 2020 Björn Schüller
Dagmar Schuller
Kun Qian
Juan Liu
Huaiyuan Zheng
Xiao Li
1
+ PDF Chat An investigation of transmission control measures during the first 50 days of the COVID-19 epidemic in China 2020 Huaiyu Tian
Youngjoon Hong
Yidan Li
Chieh‐Hsi Wu
Бин Чэн
Moritz U. G. Kraemer
Bingying Li
Jun Cai
Bo Xu
Qiqi Yang
1
+ The effect of human mobility and control measures on the COVID-19 epidemic in China 2020 Moritz U. G. Kraemer
Chia-Hung Yang
Bernardo Gutiérrez
Chieh‐Hsi Wu
Brennan Klein
David M. Pigott
Louis du Plessis
Nuno R. Faria
Ruoran Li
William P. Hanage
1
+ PDF Chat Correlation Coefficients for a Study with Repeated Measures 2020 Guogen Shan
Hua Zhang
Tao Jiang
1
+ Derivation of the effective reproduction number ℛ for COVID-19 in relation to mobility restrictions and confinement 2020 Àlex Arenas
Wesley Cota
Jesús Gómez‐Gardeñes
Sergio Gómez
Clara Granell
Joan T. Matamalas
David Soriano‐Paños
Benjamin Steinegger
1
+ Learning from Large-Scale Wearable Device Data for Predicting the Epidemic Trend of COVID-19 2020 Guokang Zhu
Jia Li
Zi Yang Meng
Yi Yu
Yanan Li
Xiao Tang
Yuling Dong
Guangxin Sun
Rui Zhou
Hui Wang
1
+ PDF Chat Estimating the effects of non-pharmaceutical interventions on COVID-19 in Europe 2020 Seth Flaxman
Swapnil Mishra
Axel Gandy
H. Juliette T. Unwin
Thomas A. Mellan
Helen Coupland
Charles Whittaker
Harrison Zhu
Tresnia Berah
Jeffrey W. Eaton
1
+ PDF Chat The effects of physical distancing on population mobility during the COVID-19 pandemic in the UK 2020 Thomas M Drake
Annemarie B Docherty
Thomas G. Weiser
Steven Yule
Aziz Sheikh
Ewen M. Harrison
1
+ Exploring Automatic Diagnosis of COVID-19 from Crowdsourced Respiratory Sound Data 2020 Chloë Brown
Jagmohan Chauhan
Andreas Grammenos
Jing Han
Apinan Hasthanasombat
Dimitris Spathis
Xia Tong
Pietro Cicuta
Cecilia Mascolo
1
+ Global Assessment of the Relationship between Government Response Measures and COVID-19 Deaths 2020 Thomas Hale
Andrew J. Hale
Beatriz Kira
Anna Petherick
Toby Phillips
Devi Sridhar
Robin N. Thompson
Samuel Webster
Noam Angrist
1
+ PDF Chat Physical distancing interventions and incidence of coronavirus disease 2019: natural experiment in 149 countries 2020 Nazrul Islam
Stephen J. Sharp
Gerardo Chowell
Sharmin Shabnam
Ichiro Kawachi
Ben Lacey
Joseph M. Massaro
Ralph B. D’Agostino
Martin White
1
+ Wearable sensor data and self-reported symptoms for COVID-19 detection 2020 Giorgio Quer
Jennifer M. Radin
Matteo Gadaleta
Katie Baca-Motes
Lauren Ariniello
Edward Ramos
Vik Kheterpal
Eric J. Topol
Steven R. Steinhubl
1
+ An Early Study on Intelligent Analysis of Speech Under COVID-19: Severity, Sleep Quality, Fatigue, and Anxiety 2020 Jing Han
Kun Qian
Meishu Song
Zijiang Yang
Zhao Ren
Shuo Liu
Juan Liu
Huaiyuan Zheng
Wei Ji
Tomoya Koike
1
+ XGBoost 2016 Tianqi Chen
Carlos Guestrin
1
+ Review of Artificial Intelligence Techniques in Imaging Data Acquisition, Segmentation, and Diagnosis for COVID-19 2020 Feng Shi
Jun Wang
Jun Shi
Ziyan Wu
Qian Wang
Zhenyu Tang
Kelei He
Yinghuan Shi
Dinggang Shen
1
+ PDF Chat Ranking the effectiveness of worldwide COVID-19 government interventions 2020 Nils Haug
Lukas Geyrhofer
Alessandro Londei
Elma Dervić
Amélie Desvars-Larrive
Vittorio Loreto
Beate Pinior
Stefan Thurner
Peter Klimek
1
+ PDF Chat Assessment of physiological signs associated with COVID-19 measured using wearable devices 2020 Aravind Natarajan
Hao-Wei Su
Conor Heneghan
1
+ PDF Chat Feasibility of continuous fever monitoring using wearable devices 2020 Benjamin L. Smarr
Kirstin Aschbacher
Sarah M. Fisher
Anoushka Chowdhary
Stephan Dilchert
Karena Puldon
Adam Rao
Frederick Hecht
Ashley E. Mason
1
+ PDF Chat Characterizing COVID-19 and Influenza Illnesses in the Real World via Person-Generated Health Data 2020 Allison Shapiro
Nicole Marinsek
Ieuan Clay
Ben Bradshaw
Ernesto Ramirez
Jae Min
Andrew D. Trister
Yuedong Wang
Tim Althoff
Luca Foschini
1
+ Improving prediction of real-time loneliness and companionship type using geosocial features of personal smartphone data 2021 Congyu Wu
Amanda N. Barczyk
R. Cameron Craddock
Gabriella M. Harari
Edison Thomaz
Jason Shumake
Christopher G. Beevers
Samuel D. Gosling
David M. Schnyer
1
+ PDF Chat Deep Learning for Anomaly Detection 2021 Guansong Pang
Chunhua Shen
Longbing Cao
Anton van den Hengel
1
+ Measuring the effect of Non-Pharmaceutical Interventions (NPIs) on mobility during the COVID-19 pandemic using global mobility data 2021 Berber T Snoeijer
Mariska Burger
Shaoxiong Sun
Richard Dobson
Amos Folarin
1
+ PDF Chat Mediation analysis methods used in observational research: a scoping review and recommendations 2021 Judith J. M. Rijnhart
Sophia J. Lamp
Matthew J. Valente
David P. MacKinnon
Jos W. R. Twisk
Martijn W. Heymans
1
+ Nonparametric Pairwise Multiple Comparisons in Independent Groups using Dunn's Test 2015 Alexis Dinno
1