Selen Bozkurt

36 papers Misc 3Journal 21Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
LLM-Augmented Therapy Normalization and Aspect-Based Sentiment Analysis for Treatment-Resistant Depression on Reddit.
CoRR
Yuxin Zhu, Sahithi Lakamana, Masoud Rouhizadeh, Selen Bozkurt, Rachel Hershenberg, Abeed Sarker
2026 J jnl
Patient-Centered, Graph-Augmented Artificial Intelligence-Enabled Passive Surveillance for Early Stroke Risk Detection in High-Risk Individuals.
CoRR
Jiyeong Kim, Stephen P. Ma, Nirali Vora, Nicholas W. Larsen, Julia Adler-Milstein, Jonathan H. Chen, Selen Bozkurt, Abeed Sarker, Juhee Cho, Jindeok Joo, Natalie Pageler, Fátima Rodriguez, Christopher D. Sharp, Eleni Linos
2025 J jnl
A Mixed-Methods Evaluation of LLM-Based Chatbots for Menopause.
CoRR
Roshini Deva, Manvi S, Jasmine Zhou, Elizabeth Britton Chahine, Agena Davenport-Nicholson, Nadi Nina Kaonga, Selen Bozkurt, Azra Ismail
2025 J jnl
Automated Thematic Analyses Using LLMs: Xylazine Wound Management Social Media Chatter Use Case.
CoRR
JaMor Hairston, Ritvik Ranjan, Sahithi Lakamana, Anthony Spadaro, Selen Bozkurt, Jeanmarie Perrone, Abeed Sarker
2025 J jnl
HILGEN: Hierarchically-Informed Data Generation for Biomedical NER Using Knowledgebases and Large Language Models.
CoRR
Yao Ge, Yuting Guo, Sudeshna Das, Swati Rajwal, Selen Bozkurt, Abeed Sarker
2024 J jnl
Cerebral microbleeds: Association with cognitive decline and pathology build-up.
CoRR
Saima Rathore, Jatin Chaudhary, Boning Tong, Selen Bozkurt
2024 J jnl
Overview of HOPE at IberLEF 2024: Approaching Hope Speech Detection in Social Media from Two Perspectives, for Equality, Diversity and Inclusion and as Expectations.
Proces. del Leng. Natural
Daniel García-Baena, Fazlourrahman Balouchzahi, Sabur Butt, Miguel Ángel García Cumbreras, Atnafu Lambebo Tonja, José Antonio García-Díaz, Selen Bozkurt, Bharathi Raja Chakravarthi, Hector G. Ceballos, Rafael Valencia-García, Grigori Sidorov, Luis Alfonso Ureña López, Alexander F. Gelbukh, Salud María Jiménez-Zafra
2024 — conf
Social Media as a Sensor: Analyzing Twitter Data for Breast Cancer Medication Effects Using Natural Language Processing.
AIME (1)
Seibi Kobara, Alireza Rafiei, Masoud Nateghi, Selen Bozkurt, Rishikesan Kamaleswaran, Abeed Sarker
2024 J jnl
Social Media as a Sensor: Analyzing Twitter Data for Breast Cancer Medication Effects Using Natural Language Processing.
CoRR
Seibi Kobara, Alireza Rafiei, Masoud Nateghi, Selen Bozkurt, Rishikesan Kamaleswaran, Abeed Sarker
2024 J jnl
Two-layer retrieval augmented generation framework for low-resource medical question-answering: proof of concept using Reddit data.
CoRR
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
2023 J jnl
Accomplished women leaders in informatics: insights about successful careers.
J. Am. Medical Informatics Assoc.
Velma L. Payne, Brittany Partridge, Selen Bozkurt, Anjali Nandwani, Jorie M. Butler
2022 J jnl
Expanding the Secondary Use of Prostate Cancer Real World Data: Automated Classifiers for Clinical and Pathological Stage.
Frontiers Digit. Health
Selen Bozkurt, Christopher J. Magnani, Martin G. Seneviratne, James D. Brooks, Tina Hernandez-Boussard
2021 Misc conf
Expanding the secondary use of prostate cancer real world data: Automated Classifiers for Clinical and Pathological Stage.
AMIA
Selen Bozkurt, Tina Hernandez-Boussard
2020 Misc conf
Distinct Clusters of Patient reported outcome (PRO) trajectories among oncology patients receiving chemotherapy.
AMIA
Selen Bozkurt, Amee D. Azad, Melih Yilmaz, James D. Brooks, Douglas W. Blayney, Tina Hernandez-Boussard
2020 J jnl
MINIMAR (MINimum Information for Medical AI Reporting): Developing reporting standards for artificial intelligence in health care.
J. Am. Medical Informatics Assoc.
Tina Hernandez-Boussard, Selen Bozkurt, John P. A. Ioannidis, Nigam H. Shah
2020 J jnl
Reporting of demographic data and representativeness in machine learning models using electronic health records.
J. Am. Medical Informatics Assoc.
Selen Bozkurt, Eli M. Cahan, Martin G. Seneviratne, Ran Sun, Juan Antonio Lossio-Ventura, John P. A. Ioannidis, Tina Hernandez-Boussard
2019 J jnl
Automated Detection of Measurements and Their Descriptors in Radiology Reports Using a Hybrid Natural Language Processing Algorithm.
J. Digit. Imaging
Selen Bozkurt, Emel Alkim, Imon Banerjee, Daniel L. Rubin
2019 J jnl
Automatic inference of BI-RADS final assessment categories from narrative mammography report findings.
J. Biomed. Informatics
Imon Banerjee, Selen Bozkurt, Emel Alkim, Hersh Sagreiya, Allison W. Kurian, Daniel L. Rubin
2019 J jnl
Comparison of orthogonal NLP methods for clinical phenotyping and assessment of bone scan utilization among prostate cancer patients.
J. Biomed. Informatics
Jean Coquet, Selen Bozkurt, Kathleen M. Kan, Michelle Ferrari, Douglas W. Blayney, James D. Brooks, Tina Hernandez-Boussard
2019 — conf
Machine Learning Approaches for Extracting Stage from Pathology Reports in Prostate Cancer.
MedInfo
Raphael Lenain, Martin G. Seneviratne, Selen Bozkurt, Douglas W. Blayney, James D. Brooks, Tina Hernandez-Boussard
2018 Misc conf
An Automated Feature Engineering for Digital Rectal Examination Documentation using Natural Language Processing.
AMIA
Selen Bozkurt, Jung Park In, Kathleen Mary Kan, Michelle Ferrari, Daniel L. Rubin, James D. Brooks, Tina Hernandez-Boussard
2018 J jnl
Expanding a radiology lexicon using contextual patterns in radiology reports.
J. Am. Medical Informatics Assoc.
Bethany Percha, Yuhao Zhang, Selen Bozkurt, Daniel L. Rubin, Russ B. Altman, Curtis P. Langlotz
2017 — conf
Usability Study of RSNA Radiology Reporting Template Library.
MedInfo
Yi Hong, Ying Zhu, Selen Bozkurt, Jin Zhang, Charles E. Kahn Jr.
2016 — conf
Report on the NTCIR-12 MedNLPDoc Task Results.
NTCIR
Dina Vishnyakova, Christophe Gaudet-Blavignac, Selen Bozkurt, David-Zacharie Issom, Renat Vishnyakov, Christian Lovis
2016 J jnl
Using automatically extracted information from mammography reports for decision-support.
J. Biomed. Informatics
Selen Bozkurt, Francisco Gimenez, Elizabeth S. Burnside, Kemal Hakan Gülkesen, Daniel L. Rubin
2015 J jnl
Automatic abstraction of imaging observations with their characteristics from mammography reports.
J. Am. Medical Informatics Assoc.
Selen Bozkurt, Jafi A. Lipson, Utku Senol, Daniel L. Rubin
2014 — conf
Analysis of Social Networks among Physicians Employed at a Medical School.
MIE
Yilmaz Kemal Yüce, Nese Zayim, Basak Oguz, Selen Bozkurt, Filiz Isleyen, Kemal Hakan Gülkesen
2014 — conf
Extracting Imaging Observation Entities in Mammography Reports.
MIE
Selen Bozkurt, Daniel L. Rubin
2013 — conf
Annotation for Information Extraction from Mammography Reports.
ICIMTH
Selen Bozkurt, Kemal Hakan Gülkesen, Daniel L. Rubin
2013 J jnl
Application of data mining techniques for detecting asymptomatic carotid artery stenosis.
Comput. Electr. Eng.
Ugur Bilge, Selen Bozkurt, Sedat Durmaz
2012 J jnl
An Open-Standards Grammar for Outline-Style Radiology Report Templates.
J. Digit. Imaging
Selen Bozkurt, Charles E. Kahn Jr.
2012 — conf
Can Social Web Help o Detect Influenza Related Illnesses in Turkey?
EFMI-STC
Ugur Bilge, Selen Bozkurt, Basak Oguz Yolcular, Deniz Özel
2011 — conf
Application of data mining techniques for detecting asymptomatic carotid artery stenosis.
BMEI
Ugur Bilge, Sedat Durmaz, Selen Bozkurt, Kemal Hakan Gülkesen, Saim Yilmaz
2011 — conf
Comparison of Bayesian network and binary Logistic Regression methods for prediction of prostate cancer.
BMEI
Selen Bozkurt, Asli Uyar, Kemal Hakan Gülkesen
2011 — conf
Organizational issues in health informatics applications: Findings from a systematic review.
BMEI
Nese Zayim, Selen Bozkurt, Mehmet Kemal Samur
2008 — conf
Web Based Personal Nutrition Management Tool.
eHealth
Selen Bozkurt, Nese Zayim, Kemal Hakan Gülkesen, Mehmet Kemal Samur