Author details

Full Name

Guergana Savova

Affiliation

Boston Children's Hospital, Harvard Medical School.

ORCID

Career Start Year

2003

Papers

109

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
37162963	Improving Model Transferability for Clinical Note Section Classification Models Using Continued Pretraining.	medRxiv	2023
37615976	Use of Artificial Intelligence Chatbots for Cancer Treatment Information.	JAMA Oncol	2023
37506330	Natural Language Processing to Automatically Extract the Presence and Severity of Esophagitis in Notes of Patients Undergoing Radiotherapy.	JCO Clin Cancer Inform	2023
37780680	End-to-end clinical temporal information extraction with multi-head attention.	Proc Conf Assoc Comput Linguist Meet	2023
37725927	Improving model transferability for clinical note section classification models using continued pretraining.	J Am Med Inform Assoc	2023
36990288	An End-to-End Natural Language Processing System for Automatically Extracting Radiation Therapy Events From Clinical Texts.	Int J Radiat Oncol Biol Phys	2023
37205575	DeepPhe-CR: Natural Language Processing Software Services for Cancer Registrar Case Abstraction.	medRxiv	2023
37235847	Natural Language Processing Methods to Empirically Explore Social Contexts and Needs in Cancer Patient Notes.	JCO Clin Cancer Inform	2023
34974241	Geometric Features Associated with Middle Cerebral Artery Bifurcation Aneurysm Formation: A Matched Case-Control Study.	J Stroke Cerebrovasc Dis	2022
33479035	Geometric variations associated with posterior communicating artery aneurysms.	J Neurointerv Surg	2021
33545300	Clinical Natural Language Processing for Radiation Oncology: A Review and Practical Primer.	Int J Radiat Oncol Biol Phys	2021
33510194	Morphological variables associated with ruptured basilar tip aneurysms.	Sci Rep	2021
33637879	Tobacco use and age are associated with different morphologic features of anterior communicating artery aneurysms.	Sci Rep	2021
33307259	Vascular Geometry Associated with Anterior Communicating Artery Aneurysm Formation.	World Neurosurg	2021
31404664	Use of Narrative Concepts in Electronic Health Records to Validate Associations Between Genetic Factors and Response to Treatment of Inflammatory Bowel Diseases.	Clin Gastroenterol Hepatol	2020
32044989	Does BERT need domain adaptation for clinical negation detection?	J Am Med Inform Assoc	2020
31769835	Adverse drug event rates in pediatric pulmonary hypertension: a comparison of real-world data sources.	J Am Med Inform Assoc	2020
33087795	Surrounding vascular geometry associated with basilar tip aneurysm formation.	Sci Rep	2020
33215076	Adverse drug event presentation and tracking (ADEPT): semiautomated, high throughput pharmacovigilance using real-world data.	JAMIA Open	2020
32665589	Age and morphology of posterior communicating artery aneurysms.	Sci Rep	2020
32477656	Mining Misdiagnosis Patterns from Biomedical Literature.	AMIA Jt Summits Transl Sci Proc	2020
32383981	Interactive Exploration of Longitudinal Cancer Patient Histories Extracted From Clinical Text.	JCO Clin Cancer Inform	2020
30470563	Potential Impact of Initial Clinical Data on Adjustment of Pediatric Readmission Rates.	Acad Pediatr	2019
31748751	High-throughput phenotyping with electronic medical record data using a common semi-supervised approach (PheCAP).	Nat Protoc	2019
29850834	Morphological Variables Associated With Ruptured Middle Cerebral Artery Aneurysms.	Neurosurgery	2019
31395609	Use of Natural Language Processing to Extract Clinical Cancer Phenotypes from Electronic Medical Records.	Cancer Res	2019
30988354	Decreased Total Iron Binding Capacity May Correlate with Ruptured Intracranial Aneurysms.	Sci Rep	2019
31150777	Supervised methods to extract clinical events from cardiology reports in Italian.	J Biomed Inform	2019
28862395	Phelan-McDermid syndrome data network: Integrating patient reported outcomes with clinical notes and curated genetic reports.	Am J Med Genet B Neuropsychiatr Genet	2018
30135253	Association between aspirin dose and subarachnoid hemorrhage from saccular aneurysms: A case-control study.	Neurology	2018
29844027	Low Serum Calcium and Magnesium Levels and Rupture of Intracranial Aneurysms.	Stroke	2018
30354989	Elevated International Normalized Ratio Is Associated With Ruptured Aneurysms.	Stroke	2018
29602312	Clinical Natural Language Processing in languages other than English: opportunities and challenges.	J Biomed Semantics	2018
29622625	Lipid-Lowering Agents and High HDL (High-Density Lipoprotein) Are Inversely Associated With Intracranial Aneurysm Rupture.	Stroke	2018
29203688	Antihyperglycemic Agents Are Inversely Associated With Intracranial Aneurysm Rupture.	Stroke	2018
29103103	Heroin Use Is Associated with Ruptured Saccular Aneurysms.	Transl Stroke Res	2018
28752411	Alcohol Consumption and Aneurysmal Subarachnoid Hemorrhage.	Transl Stroke Res	2018
27927935	Large-scale identification of patients with cerebral aneurysms using natural language processing.	Neurology	2017
28438706	Towards generalizable entity-centric clinical coreference resolution.	J Biomed Inform	2017
29092954	DeepPhe: A Natural Language Processing System for Extracting Cancer Phenotypes from Clinical Records.	Cancer Res	2017
29063568	Capturing the Patient's Perspective: a Review of Advances in Natural Language Processing of Health-Related Text.	Yearb Med Inform	2017
28855408	Association of intracranial aneurysm rupture with smoking duration, intensity, and cessation.	Neurology	2017
27026615	PheKB: a catalog and workflow for creating electronic phenotype algorithms for transportability.	J Am Med Inform Assoc	2016
26332313	Identification of Nonresponse to Treatment Using Narrative Data in an Electronic Health Record Inflammatory Bowel Disease Cohort.	Inflamm Bowel Dis	2016
26521301	Multilayered temporal modeling for the clinical domain.	J Am Med Inform Assoc	2016
27698673	Suboptimal Clinical Documentation in Young Children with Severe Obesity at Tertiary Care Centers.	Int J Pediatr	2016
27629872	An information model for computable cancer phenotypes.	BMC Med Inform Decis Mak	2016
27452794	Developing an Algorithm to Detect Early Childhood Obesity in Two Tertiary Pediatric Medical Centers.	Appl Clin Inform	2016
27472449	Electronic Health Record Based Algorithm to Identify Patients with Autism Spectrum Disorder.	PLoS One	2016
27370271	Normalizing acronyms and abbreviations to aid patient understanding of clinical texts: ShARe/CLEF eHealth Challenge 2013, Task 2.	J Biomed Semantics	2016

1 - 50 of 109

Andrew Wen

Mayo Clinic

Career Start Year 2017

Number of shared co-authors 15

Sijia Liu

Mayo Clinic, University at Buffalo - North Campus

Career Start Year 2016

Number of shared co-authors 18

Yanshan Wang

Mayo Clinic

Career Start Year 2016

Number of shared co-authors 23

Yaoyun Zhang

The University of Texas School of Biomedical Informatics

Career Start Year 2015

Number of shared co-authors 5

Jianlin Shi

University of Utah

Career Start Year 2015

Number of shared co-authors 6

Saeed Mehrabi

Mayo Clinic

Career Start Year 2013

Number of shared co-authors 7

Liwei Wang

University of Texas Health Science Center at Houston, Mayo Clinic

Career Start Year 2013

Number of shared co-authors 17

Majid Rastegar-Mojarad

Mayo Clinic

Career Start Year 2013

Number of shared co-authors 5

Feichen Shen

Shanghai Polytechnic University

Career Start Year 2012

Number of shared co-authors 10

Kirk Roberts

Georgia Institute of Technology, National Library of Medicine, University of Texas Health Science Center at Houston, University of Texas at Dallas

Career Start Year 2011

Number of shared co-authors 3

Yonghui Wu

University of Florida

Career Start Year 2011

Number of shared co-authors 11

Youngjun Kim

Medical University of South Carolina

Career Start Year 2011

Number of shared co-authors 2

Sungrim Moon

Mayo Clinic

Career Start Year 2011

Number of shared co-authors 14

Siddhartha R Jonnalagadda

Department of Preventative Medicine Northwestern University Chicago IL.

Career Start Year 2010

Number of shared co-authors 14

Min Jiang

The University of Texas Health Science Center at Houston

Career Start Year 2010

Number of shared co-authors 17

Olga V Patterson

University of Utah

Career Start Year 2010

Number of shared co-authors 9

Sanda M Harabagiu

Human Language Technology Research Institute, University of Texas at Dallas

Career Start Year 2010

Number of shared co-authors 0

Feifan Liu

College of Ethnic Medicine, Yunnan University of Chinese Medicine

Career Start Year 2010

Number of shared co-authors 5

Kavishwar B Wagholikar

Massachusetts General Hospital

Career Start Year 2009

Number of shared co-authors 25

Cheryl Clark

The MITRE Corporation

Career Start Year 2008

Number of shared co-authors 10

Ergin Soysal

The University of Texas Health Science Center at Houston

Career Start Year 2008

Number of shared co-authors 8

Son Doan

Kaiser Permanente Southern California

Career Start Year 2008

Number of shared co-authors 5

Qiaozhu Mei

University of Michigan ann arbor

Career Start Year 2006

Number of shared co-authors 3

Karin Verspoor

National Centre for Infections in Cancer, 5Peter MacCallum Cancer Centre

Career Start Year 2005

Number of shared co-authors 5

Kevin Bretonnel Cohen

University of Colorado Denver

Career Start Year 2004

Number of shared co-authors 10

Dina Demner-Fushman

Lister Hill National Center for Biomedical Communications

Career Start Year 2004

Number of shared co-authors 4

Halil Kilicoglu

University of Illinois Urbana-Champaign

Career Start Year 2003

Number of shared co-authors 2

Javed Mostafa

University of North Carolina at Chapel Hill

Career Start Year 2001

Number of shared co-authors 1

Mehmet Kayaalp

Yildirim Beyazit University

Career Start Year 1998

Number of shared co-authors 1

Carol Friedman

Columbia University

Career Start Year 1990

Number of shared co-authors 14

row(s) 1 - 30 of 30

Vivian S Gainer

Co-authored papers 31

Shawn N Murphy

Harvard Medical School

Co-authored papers 30

Tianxi Cai

Harvard T.H. Chan School of Public Health

Co-authored papers 30

Dmitriy Dligach

Loyola University

Co-authored papers 29

Christopher G Chute

Brown University, Brown University Warren Alpert Medical School, Dartmouth-Hitchcock Medical Center, Harvard School of Public Health, Johns Hopkins Medicine, Mayo Clinic Minnesota

Co-authored papers 23

Victor M Castro

Center for Quantitative Health, Massachusetts General Hospital

Co-authored papers 20

Nancy A Shadick

Co-authored papers 19

Scott T Weiss

Brigham and Women's Hospital, Harvard Medical School

Co-authored papers 18

Isaac S Kohane

Harvard Medical School

Co-authored papers 16