Orest B. Boyko

According to our database, Orest B. Boyko authored at least 10 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Fusing modalities by multiplexed graph neural networks for outcome prediction from medical data and beyond.

Niharika Shimona D'Souza, Hongzhi Wang, Andrea Giovannini, Antonio Foncubierta-Rodríguez, Kristen L. Beck, Orest B. Boyko, Tanveer F. Syeda-Mahmood

Medical Image Anal., 2024

2023

MaxCorrMGNN: A Multi-graph Neural Network Framework for Generalized Multimodal Fusion of Medical Data for Outcome Prediction.

Niharika Shimona D'Souza, Hongzhi Wang, Andrea Giovannini, Antonio Foncubierta-Rodríguez, Kristen L. Beck, Orest B. Boyko, Tanveer F. Syeda-Mahmood

Proceedings of the Machine Learning for Multimodal Healthcare Data, 2023

2022

Fusing Modalities by Multiplexed Graph Neural Networks for Outcome Prediction in Tuberculosis.

Niharika Shimona D'Souza, Hongzhi Wang, Andrea Giovannini, Antonio Foncubierta-Rodríguez, Kristen L. Beck, Orest B. Boyko, Tanveer F. Syeda-Mahmood

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2020

Chest X-Ray Report Generation Through Fine-Grained Label Learning.

Tanveer F. Syeda-Mahmood, Ken C. L. Wong, Yaniv Gur, Joy T. Wu, Ashutosh Jadhav, Satyananda Kashyap, Alexandros Karargyris, Anup Pillai, Arjun Sharma, Ali Bin Syed, Orest B. Boyko, Mehdi Moradi

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Automatic Bounding Box Annotation of Chest X-Ray Data for Localization of Abnormalities.

Joy T. Wu, Yaniv Gur, Alexandros Karargyris, Ali Bin Syed, Orest B. Boyko, Mehdi Moradi, Tanveer F. Syeda-Mahmood

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Extracting and Learning Fine-grained Labels from Chest Radiographs.

Tanveer F. Syeda-Mahmood, Ken C. L. Wong, Joy T. Wu, Ashutosh Jadhav, Orest B. Boyko

Proceedings of the AMIA 2020, 2020

2017

Brain cortical structural differences between non-central nervous system cancer patients treated with and without chemotherapy compared to non-cancer controls: a cross-sectional pilot MRI study using clinically indicated scans.

Mark S. Shiroishi, Vikash Gupta, Bavrina Bigjahan, Steven Y. Cen, Faisal Rashid, Darryl H. Hwang, Alexander Lerner, Orest B. Boyko, Chia-Shang Jason Liu, Meng Law, Paul M. Thompson, Neda Jahanshad

Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017

2016

Medical sieve: a cognitive assistant for radiologists and cardiologists.

Tanveer F. Syeda-Mahmood, Eugene Walach, David Beymer, Flora Gilboa-Solomon, Mehdi Moradi, Pavel Kisilev, Deepika Kakrania, Colin B. Compas, Hongzhi Wang, Mohammadreza Negahdar, Yu Cao, Tyler Baldwin, Yufan Guo, Yaniv Gur, Deepta Rajan, Aviad Zlotnick, Simona Rabinovici-Cohen, Rami Ben-Ari, Guy Amit, Prasanth Prasanna, J. Morey, Orest B. Boyko, Sharbell Y. Hashoul

Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, 2016

2014

Image Coregistration: Quantitative Processing Framework for the Assessment of Brain Lesions.

Hannu Huhdanpaa, Darryl H. Hwang, Gregory G. Gasparian, Michael T. Booker, Yong Cen, Alexander Lerner, Orest B. Boyko, John L. Go, Paul E. Kim, Anandh Rajamohan, Meng Law, Mark S. Shiroishi

J. Digit. Imaging, 2014

2004

Extraction of Discriminative Functional MRI Activation Patterns and an Application to Alzheimer's Disease.

Despina Kontos, Vasileios Megalooikonomou, Dragoljub Pokrajac, Aleksandar Lazarevic, Zoran Obradovic, Orest B. Boyko, James Ford, Fillia Makedon, Andrew J. Saykin

Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004