| Use of multi-modal data and machine learning to improve cardiovascular disease care S Amal, L Safarnejad, JA Omiye, I Ghanzouri, JH Cabot, EG Ross Frontiers in cardiovascular medicine 9, 840262, 2022 | 76 | 2022 |
| Relational social recommendation: Application to the academic domain S Amal, CH Tsai, P Brusilovsky, T Kuflik, E Minkov Expert Systems with Applications 124, 182-195, 2019 | 19 | 2019 |
| Performance and usability testing of an automated tool for detection of peripheral artery disease using electronic health records I Ghanzouri, S Amal, V Ho, L Safarnejad, J Cabot, CG Brown-Johnson, ... Scientific Reports 12 (1), 13364, 2022 | 18 | 2022 |
| Enhancing Prostate Cancer Diagnosis with a Novel Artificial Intelligence-Based Web Application: Synergizing Deep Learning Models, Multimodal Data, and Insights from Usability … A Singh, S Randive, A Breggia, B Ahmad, R Christman, S Amal Cancers 15 (23), 5659, 2023 | 8 | 2023 |
| Harvesting entity-relation social networks from the web: Potential and challenges S Amal, T KuFlik, E Minkov Proceedings of the 25th Conference on User Modeling, Adaptation and …, 2017 | 7 | 2017 |
| Applications of AI in multi-modal imaging for cardiovascular disease M Milosevic, Q Jin, A Singh, S Amal Frontiers in Radiology 3, 2023 | 6 | 2023 |
| Physician-and Patient-Elicited Barriers and Facilitators to Implementation of a Machine Learning–Based Screening Tool for Peripheral Arterial Disease: Preimplementation Study … V Ho, CB Johnson, I Ghanzouri, S Amal, S Asch, E Ross JMIR cardio 7 (1), e44732, 2023 | 5 | 2023 |
| Visualizing Decisions and Analytics of Artificial Intelligence based Cancer Diagnosis and Grading of Specimen Digitized Biopsy: Case Study for Prostate Cancer A Singh, M Wan, L Harrison, A Breggia, R Christman, RL Winslow, S Amal Companion Proceedings of the 28th International Conference on Intelligent …, 2023 | 5 | 2023 |
| Demonstrating personalized multifaceted visualization of people recommendation to conference participants S Amal, M Adam, P Brusilovsky, E Minkov, Z Segal, T Kuflik Companion Proceedings of the 25th International Conference on Intelligent …, 2020 | 5 | 2020 |
| Enhancing explainability of social recommendation using 2D graphs and word cloud visualizations S Amal, M Adam, P Brusilovsky, E Minkov, T Kuflik Companion Proceedings of the 24th International Conference on Intelligent …, 2019 | 5 | 2019 |
| Ensemble Deep Learning-Based Image Classification for Breast Cancer Subtype and Invasiveness Diagnosis from Whole Slide Image Histopathology AA Balasubramanian, SMA Al-Heejawi, A Singh, A Breggia, B Ahmad, ... Cancers 16 (12), 2222, 2024 | 2 | 2024 |
| Multi-Scale Digital Pathology Patch-Level Prostate Cancer Grading Using Deep Learning: Use Case Evaluation of DiagSet Dataset T Kondejkar, SMA Al-Heejawi, A Breggia, B Ahmad, R Christman, ... Bioengineering 11 (6), 624, 2024 | 1 | 2024 |
| Clinical use of polygenic risk scores for detection of peripheral artery disease and cardiovascular events JA Omiye, I Ghanzouri, I Lopez, F Wang, J Cabot, S Amal, J Ye, NG Lopez, ... Plos one 19 (5), e0303610, 2024 | 1 | 2024 |
| Predicting Adverse Events in the Cardiothoracic Surgery Intensive Care Unit Using Machine Learning: Results and Challenges S Amal, R Kramer, D Sawyer, JB Rabb, AS Maurais, CS Ross, A Iribarne, ... medRxiv, 2022 | 1 | 2022 |
| Personalized multifaceted visualization of scholars profiles S Amal, M Adam, P Brusilovsky, E Minkov, T Kuflik Proceedings of the International Conference on Advanced Visual Interfaces, 1-3, 2020 | 1 | 2020 |
| Visualizing personalized multifaceted ad-hoc social network S Amal, M Adam, P Brusilovsky, E Minkov, Z Segal, T Kuflik Adjunct Publication of the 28th ACM Conference on User Modeling, Adaptation …, 2020 | 1 | 2020 |
| Gastric Cancer Detection with Ensemble Learning on Digital Pathology: Use Case of Gastric Cancer on GasHisSDB Dataset GR Mudavadkar, M Deng, SMA Al-Heejawi, IH Arora, A Breggia, B Ahmad, ... Diagnostics 14 (16), 1746, 2024 | | 2024 |
| Segmenting Tumor Gleason Pattern using Generative AI and Digital Pathology: Use Case of Prostate Cancer on MICCAI Dataset S Vats, SMA Al-Heejawi, T Kondejkar, A Breggia, B Ahmad, R Christman, ... Preprints, 2024 | | 2024 |
| Deep Learning Model and Multi-Modal Late Fusion For Predicting Adverse Events Following Cardiothoracic Surgery in the ICU Using STS Data and Time Series Intraoperative Data R Korutla, A Hicks, M Milosevic, D Kulkarni, F Mazhude, M Mortazawy, ... medRxiv, 2024.09. 04.24312980, 2024 | | 2024 |
| Deep Learning for Diagnosing Prostate Cancer from Scanned Biopsies: Algorithms and Their Evaluation on Large Scale Dataset S Alheejawi, Z Wu, M Deng, I Hemant, A Breggia, B Ahmad, R Christman, ... Available at SSRN 4853638, 2024 | | 2024 |
Ilies GhanzouriResearch Assistant, Stanford UniversityVerified email at stanford.edu
