Sushravya Raghunath

Affiliations

Department of Translational Data Science and Informatics (S.R., A.E.U.-C., L.J., D.P.v.M, J.A.R., N.J.S., G.S., B.K.F., C.M.H.), Geisinger, Danville, PA.

Publications (18)

Deep Neural Networks Can Predict New-Onset Atrial Fibrillation From the 12-Lead ECG and Help Identify Those at Risk of Atrial Fibrillation-Related Stroke.

Circulation

Avec: Sushravya Raghunath , John M Pfeifer , Alvaro E Ulloa-Cerna , Arun Nemani , Tanner Carbonati , Linyuan Jing , David P vanMaanen , Dustin N Hartzel , Jeffery A Ruhl , Braxton F Lagerman , Daniel B Rocha , Nathan J Stoudt , Gargi Schneider , Kipp W Johnson , Noah Zimmerman , Joseph B Leader , H Lester Kirchner , Christoph J Griessenauer , Ashraf Hafez , Christopher W Good , Brandon K Fornwalt , Christopher M Haggerty

Early prognostication of COVID-19 to guide hospitalisation versus outpatient monitoring using a point-of-test risk prediction score.

Thorax

Avec: Felix Chua , Rama Vancheeswaran , Adrian Draper , Tejal Vaghela , Matthew Knight , Rahul Mogal , Jaswinder Singh , Lisa G Spencer , Erica Thwaite , Harry Mitchell , Sam Calmonson , Noor Mahdi , Shershah Assadullah , Matthew Leung , Aisling O'Neill , Chhaya Popat , Radhika Kumar , Thomas Humphries , Rebecca Talbutt , Sarika Raghunath , Philip L Molyneaux , Miriam Schechter , Jeremy Lowe , Andrew Barlow

Prediction of mortality from 12-lead electrocardiogram voltage data using a deep neural network.

Nature medicine

Avec: Sushravya Raghunath , Alvaro E Ulloa Cerna , Linyuan Jing , David P vanMaanen , Joshua Stough , Dustin N Hartzel , Joseph B Leader , H Lester Kirchner , Martin C Stumpe , Ashraf Hafez , Arun Nemani , Tanner Carbonati , Kipp W Johnson , Katelyn Young , Christopher W Good , John M Pfeifer , Aalpen A Patel , Brian P Delisle , Amro Alsaid , Dominik Beer , Christopher M Haggerty , Brandon K Fornwalt

Evaluation of the Montreal Cognitive Assessment as a screening tool for cognitive dysfunction in SLE.

Lupus science & medicine

Avec: Sudha Raghunath , Yifat Glikmann-Johnston , Eric Morand , Julie C Stout , Alberta Hoi

Fibromyalgia, mood disorders, cognitive test results, cognitive symptoms and quality of life in systemic lupus erythematosus.

Rheumatology (Oxford, England)

Avec: Sudha Raghunath , Emma K Guymer , Yifat Glikmann-Johnston , Vera Golder , Rangi Kandane Rathnayake , Eric F Morand , Julie C Stout , Alberta Hoi

Revisiting natural user interaction in virtual world.

Journal of ambient intelligence and humanized computing

Avec: Tam V Nguyen , Shreyas Raghunath , Kim Anh Phung , Tom Ongwere , Minh-Triet Tran

Cognitive dysfunction in systemic lupus erythematosus: how do we advance our understanding?

The Lancet. Rheumatology

Avec: Sudha Raghunath , Yifat Glikmann-Johnston , John G Hanly , Eric F Morand , Julie C Stout , Alberta Hoi

Deep-learning-assisted analysis of echocardiographic videos improves predictions of all-cause mortality.

Nature biomedical engineering

Avec: Alvaro E Ulloa Cerna , Linyuan Jing , Christopher W Good , David P vanMaanen , Sushravya Raghunath , Jonathan D Suever , Christopher D Nevius , Gregory J Wehner , Dustin N Hartzel , Joseph B Leader , Amro Alsaid , Aalpen A Patel , H Lester Kirchner , John M Pfeifer , Brendan J Carry , Marios S Pattichis , Christopher M Haggerty , Brandon K Fornwalt

Impact of radical dose escalation by endoluminal brachytherapy and induction chemotherapy in the definitive treatment of locally advanced esophageal cancer - A retrospective study.

Journal of cancer research and therapeutics

Avec: Suresh Raghunath , Richa Tiwari , S Rashmi , S N Geetha , Raahin Sulthana , Irappa Madabhavi

A pilot study to predict cardiac arrest in the pediatric intensive care unit.

Resuscitation

Avec: Adam L Kenet , Rahul Pemmaraju , Sejal Ghate , Shreeya Raghunath , Yifan Zhang , Mordred Yuan , Tony Y Wei , Jacob M Desman , Joseph L Greenstein , Casey O Taylor , Timothy Ruchti , James Fackler , Jules Bergmann

Patterns and prevalence of cognitive dysfunction in systemic lupus erythematosus.

Journal of the International Neuropsychological Society : JINS

Avec: Sudha Raghunath , Yifat Glikmann-Johnston , Fabien B Vincent , Eric F Morand , Julie C Stout , Alberta Hoi

Prevalence and Electronic Health Record-Based Phenotype of Loss-of-Function Genetic Variants in Arrhythmogenic Right Ventricular Cardiomyopathy-Associated Genes.

Circulation. Genomic and precision medicine

Avec: Eric D Carruth , Wilson Young , Dominik Beer , Cynthia A James , Hugh Calkins , Linyuan Jing , Sushravya Raghunath , Dustin N Hartzel , Joseph B Leader , H Lester Kirchner , Diane T Smelser , David J Carey , Melissa A Kelly , Amy C Sturm , Amro Alsaid , Brandon K Fornwalt , Christopher M Haggerty

Who is afraid of biosimilars? Openness to biosimilars in an Australian cohort of patients with rheumatoid arthritis.

Internal medicine journal

Avec: Tom Kovitwanichkanont , Sudha Raghunath , Dorothy Wang , Leo Kyi , Silvana Pignataro , Susan Morton , Eric Morand , Michelle Leech

Generalizability and quality control of deep learning-based 2D echocardiography segmentation models in a large clinical dataset.

The international journal of cardiovascular imaging

Avec: Xiaoyan Zhang , Alvaro E Ulloa Cerna , Joshua V Stough , Yida Chen , Brendan J Carry , Amro Alsaid , Sushravya Raghunath , David P vanMaanen , Brandon K Fornwalt , Christopher M Haggerty

The Development of an Infrastructure to Facilitate the Use of Whole Genome Sequencing for Population Health.

Journal of personalized medicine

Avec: Nephi A Walton , Brent Hafen , Sara Graceffo , Nykole Sutherland , Melanie Emmerson , Rachel Palmquist , Christine M Formea , Maricel Purcell , Bret Heale , Matthew A Brown , Christopher J Danford , Sumathi I Rachamadugu , Thomas N Person , Katherine A Shortt , G Bryce Christensen , Jared M Evans , Sharanya Raghunath , Christopher P Johnson , Stacey Knight , Viet T Le , Jeffrey L Anderson , Margaret Van Meter , Teresa Reading , Derrick S Haslem , Ivy C Hansen , Betsey Batcher , Tyler Barker , Travis J Sheffield , Bhaskara Yandava , David P Taylor , Pallavi Ranade-Kharkar , Christopher C Giauque , Kenneth R Eyring , Jesse W Breinholt , Mickey R Miller , Payton R Carter , Jason L Gillman , Andrew W Gunn , Kirk U Knowlton , Joshua L Bonkowsky , Kari Stefansson , Lincoln D Nadauld , Howard L McLeod

How do soundboard-trained dogs respond to human button presses? An investigation into word comprehension.

PloS one

Avec: Amalia P M Bastos , Ashley Evenson , Patrick M Wood , Zachary N Houghton , Lucas Naranjo , Gabriella E Smith , Alexandria Cairo-Evans , Lisa Korpos , Jack Terwilliger , Sarita Raghunath , Cassandra Paul , Hairou Hou , Federico Rossano

Qualitative assessment of medication adherence in patients with rheumatic diseases on biologic therapy.

Clinical rheumatology

Avec: Sudha Raghunath , Raif Hijjawi , Elizabeth Hoon , E Michael Shanahan , Fiona Goldblatt

Universal Germline Testing of Unselected Cancer Patients Detects Pathogenic Variants Missed by Standard Guidelines without Increasing Healthcare Costs.

Cancers

Avec: Adrienne T Perkins , Derrick Haslem , Jessica Goldsberry , Katherine Shortt , Laura Sittig , Sharanya Raghunath , Christopher Giauque , Shawnee Snow , Gail Fulde , Bryce Moulton , David Jones , Lincoln Nadauld

Réseau de co-auteurs

Sudha Raghunath 6 collaborations

Brandon K Fornwalt 5 collaborations

Christopher M Haggerty 5 collaborations

Linyuan Jing 4 collaborations

David P vanMaanen 4 collaborations

Dustin N Hartzel 4 collaborations

Joseph B Leader 4 collaborations

H Lester Kirchner 4 collaborations

Amro Alsaid 4 collaborations

Yifat Glikmann-Johnston 4 collaborations

Julie C Stout 4 collaborations

Alberta Hoi 4 collaborations

John M Pfeifer 3 collaborations

Christopher W Good 3 collaborations

Alvaro E Ulloa Cerna 3 collaborations

Eric F Morand 3 collaborations

Arun Nemani 2 collaborations

Tanner Carbonati 2 collaborations

Kipp W Johnson 2 collaborations

Ashraf Hafez 2 collaborations

Aalpen A Patel 2 collaborations

Dominik Beer 2 collaborations

Eric Morand 2 collaborations

Brendan J Carry 2 collaborations

Sharanya Raghunath 2 collaborations

Alvaro E Ulloa-Cerna 1 collaboration

Jeffery A Ruhl 1 collaboration

Braxton F Lagerman 1 collaboration

Daniel B Rocha 1 collaboration

Nathan J Stoudt 1 collaboration

Gargi Schneider 1 collaboration

Noah Zimmerman 1 collaboration

Christoph J Griessenauer 1 collaboration

Felix Chua 1 collaboration

Rama Vancheeswaran 1 collaboration

Adrian Draper 1 collaboration

Tejal Vaghela 1 collaboration

Matthew Knight 1 collaboration

Rahul Mogal 1 collaboration

Jaswinder Singh 1 collaboration

Lisa G Spencer 1 collaboration

Erica Thwaite 1 collaboration

Harry Mitchell 1 collaboration

Sam Calmonson 1 collaboration

Noor Mahdi 1 collaboration

Shershah Assadullah 1 collaboration

Matthew Leung 1 collaboration

Aisling O'Neill 1 collaboration

Chhaya Popat 1 collaboration

Radhika Kumar 1 collaboration

Thomas Humphries 1 collaboration

Rebecca Talbutt 1 collaboration

Sarika Raghunath 1 collaboration

Philip L Molyneaux 1 collaboration

Miriam Schechter 1 collaboration

Jeremy Lowe 1 collaboration

Andrew Barlow 1 collaboration

Joshua Stough 1 collaboration

Martin C Stumpe 1 collaboration

Katelyn Young 1 collaboration

Brian P Delisle 1 collaboration

Emma K Guymer 1 collaboration

Vera Golder 1 collaboration

Rangi Kandane Rathnayake 1 collaboration

Tam V Nguyen 1 collaboration

Shreyas Raghunath 1 collaboration

Kim Anh Phung 1 collaboration

Tom Ongwere 1 collaboration

Minh-Triet Tran 1 collaboration

John G Hanly 1 collaboration

Jonathan D Suever 1 collaboration

Christopher D Nevius 1 collaboration

Gregory J Wehner 1 collaboration

Marios S Pattichis 1 collaboration

Suresh Raghunath 1 collaboration

Richa Tiwari 1 collaboration

S Rashmi 1 collaboration

S N Geetha 1 collaboration

Raahin Sulthana 1 collaboration

Irappa Madabhavi 1 collaboration

Adam L Kenet 1 collaboration

Rahul Pemmaraju 1 collaboration

Sejal Ghate 1 collaboration

Shreeya Raghunath 1 collaboration

Yifan Zhang 1 collaboration

Mordred Yuan 1 collaboration

Tony Y Wei 1 collaboration

Jacob M Desman 1 collaboration

Joseph L Greenstein 1 collaboration

Casey O Taylor 1 collaboration

Timothy Ruchti 1 collaboration

James Fackler 1 collaboration

Jules Bergmann 1 collaboration

Fabien B Vincent 1 collaboration

Eric D Carruth 1 collaboration

Wilson Young 1 collaboration

Cynthia A James 1 collaboration

Hugh Calkins 1 collaboration

Diane T Smelser 1 collaboration

David J Carey 1 collaboration

Melissa A Kelly 1 collaboration

Amy C Sturm 1 collaboration

Tom Kovitwanichkanont 1 collaboration

Dorothy Wang 1 collaboration

Leo Kyi 1 collaboration

Silvana Pignataro 1 collaboration

Susan Morton 1 collaboration

Michelle Leech 1 collaboration

Xiaoyan Zhang 1 collaboration

Joshua V Stough 1 collaboration

Yida Chen 1 collaboration

Nephi A Walton 1 collaboration

Brent Hafen 1 collaboration

Sara Graceffo 1 collaboration

Nykole Sutherland 1 collaboration

Melanie Emmerson 1 collaboration

Rachel Palmquist 1 collaboration

Christine M Formea 1 collaboration

Maricel Purcell 1 collaboration

Bret Heale 1 collaboration

Matthew A Brown 1 collaboration

Christopher J Danford 1 collaboration

Sumathi I Rachamadugu 1 collaboration

Thomas N Person 1 collaboration

Katherine A Shortt 1 collaboration

G Bryce Christensen 1 collaboration

Jared M Evans 1 collaboration

Christopher P Johnson 1 collaboration

Stacey Knight 1 collaboration

Viet T Le 1 collaboration

Jeffrey L Anderson 1 collaboration

Margaret Van Meter 1 collaboration

Teresa Reading 1 collaboration

Derrick S Haslem 1 collaboration

Ivy C Hansen 1 collaboration

Betsey Batcher 1 collaboration

Tyler Barker 1 collaboration

Travis J Sheffield 1 collaboration

Bhaskara Yandava 1 collaboration

David P Taylor 1 collaboration

Pallavi Ranade-Kharkar 1 collaboration

Christopher C Giauque 1 collaboration

Kenneth R Eyring 1 collaboration

Jesse W Breinholt 1 collaboration

Mickey R Miller 1 collaboration

Payton R Carter 1 collaboration

Jason L Gillman 1 collaboration

Andrew W Gunn 1 collaboration

Kirk U Knowlton 1 collaboration

Joshua L Bonkowsky 1 collaboration

Kari Stefansson 1 collaboration

Lincoln D Nadauld 1 collaboration

Howard L McLeod 1 collaboration

Amalia P M Bastos 1 collaboration

Ashley Evenson 1 collaboration

Patrick M Wood 1 collaboration

Zachary N Houghton 1 collaboration

Lucas Naranjo 1 collaboration

Gabriella E Smith 1 collaboration

Alexandria Cairo-Evans 1 collaboration

Lisa Korpos 1 collaboration

Jack Terwilliger 1 collaboration

Sarita Raghunath 1 collaboration

Cassandra Paul 1 collaboration

Hairou Hou 1 collaboration

Federico Rossano 1 collaboration

Raif Hijjawi 1 collaboration

Elizabeth Hoon 1 collaboration

E Michael Shanahan 1 collaboration

Fiona Goldblatt 1 collaboration

Adrienne T Perkins 1 collaboration

Derrick Haslem 1 collaboration

Jessica Goldsberry 1 collaboration

Katherine Shortt 1 collaboration

Laura Sittig 1 collaboration

Christopher Giauque 1 collaboration

Shawnee Snow 1 collaboration

Gail Fulde 1 collaboration

Bryce Moulton 1 collaboration

David Jones 1 collaboration

Lincoln Nadauld 1 collaboration