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2020 – today
- 2024
[j11]Seha Ay, Michael Cardei, Anne-Marie Meyer, Wei Zhang, Umit Topaloglu:
Improving Equity in Deep Learning Medical Applications with the Gerchberg-Saxton Algorithm. J. Heal. Informatics Res. 8(2): 225-243 (2024)- 2023
- [j10]Sijia Liu
, Andrew Wen, Liwei Wang, Huan He, Sunyang Fu, Robert T. Miller, Andrew E. Williams, Daniel R. Harris, Ramakanth Kavuluru, Mei Liu, Noor Abu-El-Rub, Dalton Schutte, Rui Zhang, Masoud Rouhizadeh, John D. Osborne, Yongqun He, Umit Topaloglu, Stephanie S. Hong, Joel H. Saltz, Thomas Schaffter, Emily R. Pfaff, Christopher G. Chute, Tim Duong, Melissa A. Haendel, Rafael Fuentes, Peter Szolovits, Hua Xu, Hongfang Liu:
An open natural language processing (NLP) framework for EHR-based clinical research: a case demonstration using the National COVID Cohort Collaborative (N3C). J. Am. Medical Informatics Assoc. 30(12): 2036-2040 (2023) - [c25]Seha Ay, Michael Cardei, Anne-Marie Meyer, Wei Zhang, Umit Topaloglu:
Improving Equity in Deep Learning Medical Applications with the Gerchberg-Saxton Algorithm. ICHI 2023: 692-694 - 2022
- [j9]Hongyu Zhao, Kun Han, Chao Gao, Vithal Madhira, Umit Topaloglu, Yong Lu, Guangxu Jin:
VOC-alarm: mutation-based prediction of SARS-CoV-2 variants of concern. Bioinform. 38(14): 3549-3556 (2022) - [j8]Qing Lyu, Sanjeev V. Namjoshi, Emory McTyre, Umit Topaloglu, Richard Barcus, Michael D. Chan, Christina K. Cramer, Waldemar Debinski, Metin N. Gurcan, Glenn J. Lesser, Hui-Kuan Lin, Reginald F. Munden, Boris C. Pasche, Kiran Kumar Solingapuram Sai, Roy E. Strowd, Stephen B. Tatter, Kounosuke Watabe, Wei Zhang, Ge Wang, Christopher T. Whitlow:
A transformer-based deep-learning approach for classifying brain metastases into primary organ sites using clinical whole-brain MRI images. Patterns 3(11): 100613 (2022) - 2021
- [j7]Mustafa Y. Topaloglu, Elisabeth M. Morrell, Suraj Rajendran, Umit Topaloglu:
In the Pursuit of Privacy: The Promises and Predicaments of Federated Learning in Healthcare. Frontiers Artif. Intell. 4: 746497 (2021) - [c24]Heidi M. Munger Clary, Beverly M. Snively, Umit Topaloglu, Pamela Duncan, James Kimball, Halley Alexander, Gretchen A. Brenes:
Pragmatic Patient Reported Outcomes via EHR Patient Portal vs. Telephone: A Pilot Randomized Controlled Trial among Adults with Epilepsy and Anxiety or Depression Symptoms. AMIA 2021 - [c23]Feifan Liu, Noha Sharafeldin, Vithal Madhira, Katie R. Bradwell, Qianqian Song, Benjamin Bates, Yu R. Shao, Jing Su, Alfred Anzalone, Timothym Bergquist, Sarah Cutrona, Ben S. Gerber, Peter N. Robinson, Justin Guinney, Umit Topaloglu:
COVID-19 Mortality Prediction among Patients with Cancer Using a Large National Cohort. AMIA 2021 - [c22]Maryam Y. Garza, Michael W. Rutherford, Bhargav Adagarla, Eric L. Eisenstein, Karan R. Kumar, Kanecia O. Zimmerman, Umit Topaloglu, Meredith N. Zozus:
Evaluating Site-Level Implementations of the HL7 FHIR Standard to Support eSource Data Exchange in Clinical Research. MIE 2021: 397-401 - [c21]Mustafa Y. Topaloglu, Elisabeth M. Morrell, Umit Topaloglu:
Federated Learning in Healthcare is the Future, But the Problems Are Contemporary. WEBIST 2021: 593-598 - [i1]Qing Lyu, Sanjeev V. Namjoshi, Emory McTyre, Umit Topaloglu, Richard Barcus, Michael D. Chan, Christina K. Cramer, Waldemar Debinski, Metin N. Gurcan, Glenn J. Lesser, Hui-Kuan Lin, Reginald F. Munden, Boris C. Pasche, Kiran Kumar Solingapuram Sai, Roy E. Strowd, Stephen B. Tatter, Kounosuke Watabe, Wei Zhang, Ge Wang, Christopher T. Whitlow:
A transformer-based deep learning approach for classifying brain metastases into primary organ sites using clinical whole brain MRI images. CoRR abs/2110.03588 (2021) - 2020
- [c20]Bhargav Adagarla, Maryam Y. Garza, Karan R. Kumar, Umit Topaloglu, Anita Walden, Kanecia Zimmerman, Meredith N. Zozus, Eric L. Eisenstein:
Understanding facilitators and barriers to development and adoption of EHR-to-eCRF technology in multi-site clinical research. AMIA 2020 - [c19]Arnav Bhandari, Michael Horvath, Greg Kucera, Umit Topaloglu:
Extraction of Diagnosis codes from Health Reports using available NLP tools for a performant implementation in an Academic Medical Center. AMIA 2020 - [c18]Maryam Y. Garza, Michael W. Rutherford, Sahiti Myneni, Susan H. Fenton, Anita Walden, Umit Topaloglu, Eric L. Eisenstein, Karan R. Kumar, Kanecia Zimmerman, Mitra Rocca, Scott Gordon, Sam Hume, Zhan Wang, Meredith N. Zozus:
Evaluating the Coverage of the HL7® FHIR® Standard to Support eSource Data Exchange Implementations for use in Multi-Site Clinical Research Studies. AMIA 2020 - [c17]Qianqian Song, Umit Topaloglu, Jing Su, Wei Zhang:
Leveraging Single-cell Data through Graph-based Artificial Intelligence. AMIA 2020
2010 – 2019
- 2019
- [c16]Martin S. Kohn, Umit Topaloglu, Metin N. Gurcan, Brian Wells, Ajay Dharod:
Developing Biomedical Informatics Capability to Support Learning Health System: Challenges and Potential Solutions. AMIA 2019 - 2015
- [c15]Mohammadreza Rezaie, Kenji Yoshigoe, Umit Topaloglu:
An Analytics Approach for Adverse Drug Event Discovery. AMIA 2015 - 2014
- [j6]Jiang Bian, Mengjun Xie, Umit Topaloglu, Teresa Hudson, Hari Eswaran, William R. Hogan:
Social network analysis of biomedical research collaboration networks in a CTSA institution. J. Biomed. Informatics 52: 130-140 (2014) - 2013
- [j5]Mathias Brochhausen, Martin N. Fransson, Nitin Kanaskar, Mikael Eriksson, Roxana Merino-Martinez, Roger A. Hall, Loreana Norlin, Sanela Kjellqvist, Maria Hortlund, Umit Topaloglu, William R. Hogan, Jan-Eric Litton:
Developing a semantically rich ontology for the biobank-administration domain. J. Biomed. Semant. 4: 23 (2013) - [c14]Jiang Bian, Mengjun Xie, Umit Topaloglu, Teresa Hudson, William R. Hogan:
Understanding biomedicai research collaborations through social network analysis: A case study. BIBM 2013: 9-16 - [c13]Mengjun Xie, Umit Topaloglu, Thomas Powell, Chao Peng, Jiang Bian:
SIM: A smartphone-based identity management framework and its application to Arkansas trauma image repository. BIBM 2013: 53-60 - 2012
- [c12]Jiang Bian, Umit Topaloglu, Fan Yu:
Towards large-scale twitter mining for drug-related adverse events. SHB 2012: 25-32 - 2010
- [c11]Vincent Yip, Umit Topaloglu:
Concept integration from the caTIES to i2b2 using the UMLS semantic network. IHI 2010: 366-370 - [c10]Jiang Bian, Remzi Seker, Umit Topaloglu:
A Secure Distributed File System for Medical Image Archiving. SocialCom/PASSAT 2010: 961-966
2000 – 2009
- 2009
- [j4]Mutlu Mete, Leah Hennings, Horace J. Spencer III, Umit Topaloglu:
Automatic identification of angiogenesis in double stained images of liver tissue. BMC Bioinform. 10(S-11): 13 (2009) - [c9]Mutlu Mete, Umit Topaloglu:
Statistical comparison of color model-classifier pairs in hematoxylin and eosin stained histological images. CIBCB 2009: 284-291 - [c8]Chia-Chu Chiang, Coskun Bayrak, Remzi Seker, Umit Topaloglu, Rustu Murat Demirer, Nasrola Samadi, Suleyman Tek, Jiang Bian, GuangXu Zhou, Xiaoran Wang:
Design of a Lattice-based Access Control Scheme. SMC 2009: 68-73 - 2008
- [j3]Umit Topaloglu, Coskun Bayrak:
Secure mobile agent execution in virtual environment. Auton. Agents Multi Agent Syst. 16(1): 1-12 (2008) - [c7]Jiang Bian, Umit Topaloglu, Remzi Seker, Coskun Bayrak, Chia-Chu Chiang:
A role-based secure group communication framework. SoSE 2008: 1-6 - [c6]Jiang Bian, Remzi Seker, Umit Topaloglu, Coskun Bayrak:
Off-the-Record Secure Chat Room. WEBIST (1) 2008: 54-61 - 2007
- [c5]Jiang Bian, Remzi Seker, Umit Topaloglu:
Off-the-Record Instant Messaging for Group Conversation. IRI 2007: 79-84 - 2006
- [c4]James D. Jones, Hemant Joshi, Umit Topaloglu, Eric Nelson:
A Child's Story to Illustrate Automated Reasoning Systems Using Opportunity and History. ISI 2006: 668-670 - [c3]James D. Jones, Hemant Joshi, Umit Topaloglu, Eric Nelson:
"Who Stole the Bat?" Deception Detection on the Basis of Actions. SMC 2006: 4304-4308 - 2005
- [j2]Nitin Kanaskar, Umit Topaloglu, Coskun Bayrak:
Globus security model for grid environment. ACM SIGSOFT Softw. Eng. Notes 30(6): 1-9 (2005) - [c2]Umit Topaloglu, Coskun Bayrak:
Polymorphic Compression. ISCIS 2005: 759-767 - [c1]Umit Topaloglu, Coskun Bayrak, Nitin Kanaskar:
Secure Mobile Agent Deployment and Communication Towards Autonomous Semantic Grid. WRAC 2005: 312-320 - 2001
- [j1]Z. G. Altun, Umit Topaloglu, A. V. Saygin, Coskun Bayrak:
Process Control via Internet. Trans. SDPS 5(2): 111-122 (2001)
Coauthor Index
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last updated on 2024-07-30 21:35 CEST by the dblp team
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