Sara Siddi

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All published works

Action	Title	Year	Authors
+ 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
+	Wearable-derived sleep features predict relapse in Major Depressive Disorder.	2023	Faith Matcham Ewan Carr Nicholas Meyer Katie M White Carolin Oetzmann Daniel Leightley Femke Lamers Sara Siddi Nick Cummins Peter Annas
+	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
+ 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
+ PDF Chat	The association between persistent cognitive difficulties and depression and functional outcomes in people with Major Depressive Disorder	2022	Faith Matcham Sara Simblett Daniel Leightley Maria Dalby Sara Siddi Josep María Haro Femke Lamers Brenda W.J.H. Penninx Stuart Bruce Raluca Nica
+	Predictors of engagement with remote sensing technologies for symptom measurement in Major Depressive Disorder	2022	Faith Matcham Ewan Carr Katie M White Daniel Leightley Femke Lamers Sara Siddi Peter Annas Giovanni de Girolamo Josep María Haro Melany Horsfall
+	Predictors of engagement with remote sensing technologies for symptom measurement in Major Depressive Disorder	2022	Faith Matcham Ewan Carr Katie M White Daniel Leightley Femke Lamers Sara Siddi Peter Annas Giovanni de Girolamo Josep María Haro Melany Horsfall
+	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
+	Detecting the Severity of Major Depressive Disorder from Speech: A Novel HARD-Training Methodology	2022	Edward L. Campbell Judith Dineley Pauline Conde Faith Matcham Femke Lamers Sara Siddi Laura Docío-Fernández Carmén García Mateo Nicholas Cummins the RADAR-CNS Consortium
+	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
+ PDF Chat	Remote Smartphone-Based Speech Collection: Acceptance and Barriers in Individuals with Major Depressive Disorder	2021	Judith Dineley Grace Lavelle Daniel Leightley Faith Matcham Sara Siddi Maria Teresa Peñarrubia‐María Katie M White Alina Ivan Carolin Oetzmann Sara Simblett
+ 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
+ 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
+	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 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
+ 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
+	Brain volume reduction associated with developmental dyscalculia and with comorbid dyslexia: a DARTEL study.	2013	Serra Grabulosa Jm Roijals Miras Ij Ana Adán A Andrés Perpiñá Mari Falcon A Pérez Pàmies A Sanguinetti Sara Siddi G Tor Xavier Caldú

Common Coauthors

Coauthor	Papers Together
Faith Matcham	20
Femke Lamers	19
Josep María Haro	19
Sara Simblett	19
Til Wykes	19
Matthew Hotopf	19
Pauline Conde	18
Vaibhav A. Narayan	18
Richard Dobson	18
Amos Folarin	18
Zulqarnain Rashid	18
Yatharth Ranjan	17
Nicholas Cummins	16
Carolin Oetzmann	16
Brenda W.J.H. Penninx	15
Callum Stewart	14
Katie M White	14
Shaoxiong Sun	14
Inez Myin‐Germeys	13
Srinivasan Vairavan	12
David C. Mohr	12
Peter Annas	11
Petroula Laiou	11
Yuezhou Zhang	9
Aki Rintala	9
Alina Ivan	7
Heet Sankesara	7
Daniel Leightley	7
Judith Dineley	5
RADAR-CNS consortium	5
Linglong Qian	4
Yuezhou Zhang	4
Raluca Nica	4
Grace Lavelle	4
Jens Christian Brasen	4
Spyros Zorbas	3
Federica Lombardini	3
Ewan Carr	3
Marta Coromina	3
Björn Schüller	3
Giovanni de Girolamo	3
Abhishek Pratap	2
Nick Cummins	2
Janice Weyer	2
Qingqin S. Li	2
the RADAR-CNS Consortium	2
Stuart Bruce	2
Valeria de Angel	2
Jude DIneley	2
Melany Horsfall	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ 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
+	Random-Effects Models for Longitudinal Data	1982	Nan M. Laird James H. Ware	5
+	Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing	1995	Yoav Benjamini Yosef Hochberg	5
+ 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	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	4
+ 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
+	An Analysis of Transformations	1964	George E. P. Box David R. Cox	2
+ 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
+	Regression Shrinkage and Selection Via the Lasso	1996	Robert Tibshirani	2
+ PDF Chat	Probabilistic programming in Python using PyMC3	2016	John Salvatier Thomas V. Wiecki Christopher Fonnesbeck	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
+	Computational and Mathematical Methods in Medicine	2022		1
+	Correlation Coefficients: Appropriate Use and Interpretation	2018	Patrick Schober Christa Boer Lothar A. Schwarte	1
+ PDF Chat	Ordinal Regression Models in Psychology: A Tutorial	2019	Paul‐Christian Bürkner Matti Vuorre	1
+ PDF Chat	SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild	2019	Jean Kossaifi Robert Walecki Yannis Panagakis Jie Shen Maximilian Schmitt Fabien Ringeval Jing Han Vedhas Pandit Antoine Toisoul Björn Schüller	1
+ PDF Chat	Frequentist versus Bayesian approaches to multiple testing	2019	Arvid Sjölander Stijn Vansteelandt	1
+ PDF Chat	The PRIORI Emotion Dataset: Linking Mood to Emotion Detected In-the-Wild	2018	Soheil Khorram Mimansa Jaiswal John Gideon Melvin G. McInnis Emily Mower Provost	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
+ 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	1
+ PDF Chat	Correlation Coefficients for a Study with Repeated Measures	2020	Guogen Shan Hua Zhang Tao Jiang	1
+	Uncertainty in Bayesian Leave-One-Out Cross-Validation Based Model Comparison	2020	Tuomas Sivula Måns Magnusson Asael Alonzo Matamoros Aki Vehtari	1
+	XGBoost	2016	Tianqi Chen Carlos Guestrin	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	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
+	Statistical Mediation Analysis	2012	David P. MacKinnon Davood Tofighi	1
+	Predictors of engagement with remote sensing technologies for symptom measurement in Major Depressive Disorder	2022	Faith Matcham Ewan Carr Katie M White Daniel Leightley Femke Lamers Sara Siddi Peter Annas Giovanni de Girolamo Josep María Haro Melany Horsfall	1
+	Further validation of the THINC‐it tool and extension of the normative data set in a study of<i>n</i> = 10.019 typical controls	2022	Maria Dalby Peter Annas John Harrison	1
+ 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	1
+	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	1
+	Applied Longitudinal Data Analysis	2003	J. David Singer John B. Willett	1
+ PDF Chat	The control of the false discovery rate in multiple testing under dependency	2001	Yoav Benjamini Daniel Yekutieli	1
+	Analysis of Complex Survey Samples	2004	Thomas Lumley	1
+	Multiple imputation of missing values was not necessary before performing a longitudinal mixed-model analysis	2013	Jos W. R. Twisk Michiel R. de Boer Wieke de Vente Martijn W. Heymans	1
+ PDF Chat	Alternative Models for Small Samples in Psychological Research	2015	Chelsea Muth Karen L. Bales Katie Hinde Nicole Maninger Sally P. Mendoza Emilio Ferrer	1
+ PDF Chat	Multilevel Modeling of Individual and Group Level Mediated Effects	2001	Jennifer L. Krull David P. MacKinnon	1
+ PDF Chat	A general class of zero-or-one inflated beta regression models	2011	Raydonal Ospina Silvia L. P. Ferrari	1
+	A generalized Kruskal-Wallis test for comparing K samples subject to unequal patterns of censorship	1970	Norman E. Breslow	1
+	Scikit-learn: Machine Learning in Python	2012	Fabián Pedregosa Gaël Varoquaux Alexandre Gramfort Vincent Michel Bertrand Thirion Olivier Grisel Mathieu Blondel Peter Prettenhofer Ron J. Weiss Vincent Dubourg	1
+ PDF Chat	Random effect models for repeated measures of zero-inflated count data	2005	Yongyi Min Alan Agresti	1