Selen Bozkurt

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 19

Top Topics

Demographic Data

Natural Language Processing

Machine Learning

Top Venues

J. Am. Medical Informatics Assoc.

J. Biomed. Informatics

Publications

Seibi Kobara, Alireza Rafiei, Masoud Nateghi, Selen Bozkurt, Rishikesan Kamaleswaran, Abeed Sarker
Social Media as a Sensor: Analyzing Twitter Data for Breast Cancer Medication Effects Using Natural Language Processing. AIME (1) (2024)
Seibi Kobara, Alireza Rafiei, Masoud Nateghi, Selen Bozkurt, Rishikesan Kamaleswaran, Abeed Sarker
Social Media as a Sensor: Analyzing Twitter Data for Breast Cancer Medication Effects Using Natural Language Processing. CoRR (2024)
Sudeshna Das, Yao Ge, Yuting Guo, Swati Rajwal, JaMor Hairston, Jeanne M. Powell, Drew Walker, Snigdha Peddireddy, Sahithi Lakamana, Selen Bozkurt, Matthew A. Reyna, Reza Sameni, Yunyu Xiao, Sangmi Kim, Rasheeta Chandler, Natalie Hernandez, Danielle Mowery, Rachel Wightman, Jennifer Love, Anthony Spadaro, Jeanmarie Perrone, Abeed Sarker
Two-layer retrieval augmented generation framework for low-resource medical question-answering: proof of concept using Reddit data. CoRR (2024)
Velma L. Payne, Brittany Partridge, Selen Bozkurt, Anjali Nandwani, Jorie M. Butler
Accomplished women leaders in informatics: insights about successful careers. J. Am. Medical Informatics Assoc. 30 (9) (2023)
Selen Bozkurt, Christopher J. Magnani, Martin G. Seneviratne, James D. Brooks, Tina Hernandez-Boussard
Expanding the Secondary Use of Prostate Cancer Real World Data: Automated Classifiers for Clinical and Pathological Stage. Frontiers Digit. Health 4 (2022)
Selen Bozkurt, Tina Hernandez-Boussard
Expanding the secondary use of prostate cancer real world data: Automated Classifiers for Clinical and Pathological Stage. AMIA (2021)
Tina Hernandez-Boussard, Selen Bozkurt, John P. A. Ioannidis, Nigam H. Shah
MINIMAR (MINimum Information for Medical AI Reporting): Developing reporting standards for artificial intelligence in health care. J. Am. Medical Informatics Assoc. 27 (12) (2020)
Selen Bozkurt, Eli M. Cahan, Martin G. Seneviratne, Ran Sun, Juan Antonio Lossio-Ventura, John P. A. Ioannidis, Tina Hernandez-Boussard
Reporting of demographic data and representativeness in machine learning models using electronic health records. J. Am. Medical Informatics Assoc. 27 (12) (2020)
Selen Bozkurt, Amee D. Azad, Melih Yilmaz, James D. Brooks, Douglas W. Blayney, Tina Hernandez-Boussard
Distinct Clusters of Patient reported outcome (PRO) trajectories among oncology patients receiving chemotherapy. AMIA (2020)
Jean Coquet, Selen Bozkurt, Kathleen M. Kan, Michelle Ferrari, Douglas W. Blayney, James D. Brooks, Tina Hernandez-Boussard
Comparison of orthogonal NLP methods for clinical phenotyping and assessment of bone scan utilization among prostate cancer patients. J. Biomed. Informatics 94 (2019)
Imon Banerjee, Selen Bozkurt, Emel Alkim, Hersh Sagreiya, Allison W. Kurian, Daniel L. Rubin
Automatic inference of BI-RADS final assessment categories from narrative mammography report findings. J. Biomed. Informatics 92 (2019)
Selen Bozkurt, Emel Alkim, Imon Banerjee, Daniel L. Rubin
Automated Detection of Measurements and Their Descriptors in Radiology Reports Using a Hybrid Natural Language Processing Algorithm. J. Digit. Imaging 32 (4) (2019)
Raphael Lenain, Martin G. Seneviratne, Selen Bozkurt, Douglas W. Blayney, James D. Brooks, Tina Hernandez-Boussard
Machine Learning Approaches for Extracting Stage from Pathology Reports in Prostate Cancer. MedInfo (2019)
Bethany Percha, Yuhao Zhang, Selen Bozkurt, Daniel L. Rubin, Russ B. Altman, Curtis P. Langlotz
Expanding a radiology lexicon using contextual patterns in radiology reports. J. Am. Medical Informatics Assoc. 25 (6) (2018)
Selen Bozkurt, Jung Park In, Kathleen Mary Kan, Michelle Ferrari, Daniel L. Rubin, James D. Brooks, Tina Hernandez-Boussard
An Automated Feature Engineering for Digital Rectal Examination Documentation using Natural Language Processing. AMIA (2018)
Yi Hong, Ying Zhu, Selen Bozkurt, Jin Zhang, Charles E. Kahn Jr.
Usability Study of RSNA Radiology Reporting Template Library. MedInfo (2017)
Selen Bozkurt, Francisco Gimenez, Elizabeth S. Burnside, Kemal Hakan Gülkesen, Daniel L. Rubin
Using automatically extracted information from mammography reports for decision-support. J. Biomed. Informatics 62 (2016)
Dina Vishnyakova, Christophe Gaudet-Blavignac, Selen Bozkurt, David-Zacharie Issom, Renat Vishnyakov, Christian Lovis
Report on the NTCIR-12 MedNLPDoc Task Results. NTCIR (2016)
Selen Bozkurt, Jafi A. Lipson, Utku Senol, Daniel L. Rubin
Automatic abstraction of imaging observations with their characteristics from mammography reports. J. Am. Medical Informatics Assoc. 22 (e1) (2015)
Yilmaz Kemal Yüce, Nese Zayim, Basak Oguz, Selen Bozkurt, Filiz Isleyen, Kemal Hakan Gülkesen
Analysis of Social Networks among Physicians Employed at a Medical School. MIE (2014)
Selen Bozkurt, Daniel L. Rubin
Extracting Imaging Observation Entities in Mammography Reports. MIE (2014)
Selen Bozkurt, Kemal Hakan Gülkesen, Daniel L. Rubin
Annotation for Information Extraction from Mammography Reports. ICIMTH (2013)
Ugur Bilge, Selen Bozkurt, Sedat Durmaz
Application of data mining techniques for detecting asymptomatic carotid artery stenosis. Comput. Electr. Eng. 39 (5) (2013)
Selen Bozkurt, Charles E. Kahn Jr.
An Open-Standards Grammar for Outline-Style Radiology Report Templates. J. Digit. Imaging 25 (3) (2012)
Ugur Bilge, Selen Bozkurt, Basak Oguz Yolcular, Deniz Özel
Can Social Web Help o Detect Influenza Related Illnesses in Turkey? EFMI-STC (2012)
Selen Bozkurt, Asli Uyar, Kemal Hakan Gülkesen
Comparison of Bayesian network and binary Logistic Regression methods for prediction of prostate cancer. BMEI (2011)
Ugur Bilge, Sedat Durmaz, Selen Bozkurt, Kemal Hakan Gülkesen, Saim Yilmaz
Application of data mining techniques for detecting asymptomatic carotid artery stenosis. BMEI (2011)
Nese Zayim, Selen Bozkurt, Mehmet Kemal Samur
Organizational issues in health informatics applications: Findings from a systematic review. BMEI (2011)
Selen Bozkurt, Nese Zayim, Kemal Hakan Gülkesen, Mehmet Kemal Samur
Web Based Personal Nutrition Management Tool. eHealth (2008)