Personal profile
About Me
My research mainly involves analyzing and modeling complex and dynamic networks at all scales, such as biological networks, and human interactions. I apply tools of Computational Biology, Natural Language Processing, Complex Network Analysis, and Machine Learning for better understanding observed processes, such as gene-disease associations, social interaction, mechanisms of influence, and contagion spread in social and biological networks.
Education/Academic qualification
PhD, Ben-Gurion University of the Negev
Oct 2014 → Feb 2019
Award Date: 1 Feb 2019
Master's Degree, Ben-Gurion University of the Negev
… → Jun 2009
Bachelor, Ben-Gurion University of the Negev
… → Jun 2008
Research
- Fields of Interest
- Analyzing large-scale data and online media
- Bioinformatics
- Business Analytics
- Computational Biology
- Graph-theory algorithms
- Machine Learning
- Mining and modeling large social and information networks Network Analysis
- תחומי מחקר
- ניתוח נתונים בקנה מידה גדול ומדיה מקוונת
- ביואינפורמטיקה
- אנליטיקה עסקית
- ביולוגיה חישובית
- אלגוריתמים של תורת הגרפים ולמידת מכונה
- כרייה ומידול של רשתות חברתיות ומידע גדולות
- ניתוח רשתות
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Collaborations and top research areas from the last five years
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DruGNNosis-MoA: Elucidating Drug Mechanisms as Etiological or Palliative With Graph Neural Networks Employing a Large Language Model
Brettler, L., Berman, E., Jagodnik, K. M. & Bartal, A., Sep 2025, In: IEEE Journal of Biomedical and Health Informatics. 29, 9, p. 6892-6901 10 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Utilizing AI and Social Media Analytics to Discover Unreported Adverse Side Effects of GLP-1 Receptor Agonists Used for Obesity Treatment
Bartal, A., Jagodnik, K. M., Pliskin, N. & Seidmann, A., 2025, Proceedings of the 58th Hawaii International Conference on System Sciences, HICSS 2025. Bui, T. X. (ed.). IEEE Computer Society, p. 5931-5940 10 p. (Proceedings of the Annual Hawaii International Conference on System Sciences).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
משפיענים ברשת: ניתוח הבדלים באינטרקציות עם משפיענים וירטואליים לעומת משפיענים אנושיים
Translated title of the contribution :Influencers Online: Analyzing Differences in Interactions with Virtual vs. Human Influencers Research output: Contribution to journal › Article › peer-review
Open Access -
A diagnostic questionnaire for childbirth related posttraumatic stress disorder: a validation study
Arora, I. H., Woscoboinik, G. G., Mokhtar, S., Quagliarini, B., Bartal, A., Jagodnik, K. M., Barry, R. L., Edlow, A. G., Orr, S. P. & Dekel, S., Jul 2024, In: American Journal of Obstetrics and Gynecology. 231, 1, p. 134.e1-134.e13Research output: Contribution to journal › Article › peer-review
Open Access18 Scopus citations -
AI and narrative embeddings detect PTSD following childbirth via birth stories
Bartal, A., Jagodnik, K. M., Chan, S. J. & Dekel, S., 11 Apr 2024, In: Scientific Reports. 14, 1, 8336.Research output: Contribution to journal › Article › peer-review
Open Access20 Scopus citations