Scott Collins

According to our database, Scott Collins authored at least 14 papers between 2017 and 2025.

Collaborative distances:

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

2025

Multi-Modality Regional Alignment Network for Covid X-Ray Survival Prediction and Report Generation.

Zhusi Zhong, Jie Li, John Sollee, Scott Collins, Harrison X. Bai, Paul Zhang, Terrance Healey, Michael Atalay, Xingbo Gao, Zhicheng Jiao

IEEE J. Biomed. Health Informatics, May, 2025

Abn-BLIP: Abnormality-aligned Bootstrapping Language-Image Pre-training for Pulmonary Embolism Diagnosis and Report Generation from CTPA.

Zhusi Zhong, Yuli Wang, Lulu Bi, Zhuoqi Ma, Sun Ho Ahn, Christopher J. Mullin, Colin Greineder, Michael K. Atalay, Scott Collins, Grayson Baird, Cheng Ting Lin, J. Webster Stayman, Todd M. Kolb, Ihab Kamel, Harrison X. Bai, Zhicheng Jiao

CoRR, March, 2025

Vision-language model for report generation and outcome prediction in CT pulmonary angiogram.

Zhusi Zhong, Yuli Wang, Jing Wu, Wen-Chi Hsu, Vin Somasundaram, Lulu Bi, Shreyas Kulkarni, Zhuoqi Ma, Scott Collins, Grayson Baird, Sun Ho Ahn, Xue Feng, Ihab Kamel, Cheng Ting Lin, Colin Greineder, Michael Atalay, Zhicheng Jiao, Harrison X. Bai

npj Digit. Medicine, 2025

Risk-RAM: An Interpretable Deep Survival Prediction Model for COVID-19 Prognosis Using Chest X-Ray Images.

Zhusi Zhong, Zhuoqi Ma, Thomas Y. Yi, Scott Collins, Grayson Baird, Harrison X. Bai, Paul Zhang, Terrance Healey, Michael K. Atalay, Zhicheng Jiao

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

2024

De-Biased Disentanglement Learning for Pulmonary Embolism Survival Prediction on Multimodal Data.

Zhusi Zhong, Jie Li, Shreyas Kulkarni, Helen Zhang, Fayez H. Fayad, Yang Li, Scott Collins, Harrison X. Bai, Sun Ho Ahn, Michael K. Atalay, Xinbo Gao, Zhicheng Jiao

IEEE J. Biomed. Health Informatics, June, 2024

Pulmonary Embolism Mortality Prediction Using Multimodal Learning Based on Computed Tomography Angiography and Clinical Data.

Zhusi Zhong, Helen Zhang, Fayez H. Fayad, Andrew C. Lancaster, John Sollee, Shreyas Kulkarni, Cheng Ting Lin, Jie Li, Xinbo Gao, Scott Collins, Colin Greineder, Sun Ho Ahn, Harrison X. Bai, Zhicheng Jiao, Michael K. Atalay

CoRR, 2024

Multi-modality Regional Alignment Network for Covid X-Ray Survival Prediction and Report Generation.

Zhusi Zhong, Jie Li, John Sollee, Scott Collins, Harrison X. Bai, Paul Zhang, Terrence Healey, Michael Atalay, Xinbo Gao, Zhicheng Jiao

CoRR, 2024

Region-specific Risk Quantification for Interpretable Prognosis of COVID-19.

Zhusi Zhong, Jie Li, Zhuoqi Ma, Scott Collins, Harrison X. Bai, Paul Zhang, Terrance Healey, Xinbo Gao, Michael K. Atalay, Zhicheng Jiao

CoRR, 2024

2023

The Opera Radiometric Terrain Corrected Sar Backscatter from Sentinel-1 (RTC-S1) Product.

Gustavo H. X. Shiroma, Heresh Fattahi, Franz Meyer, Seongsu Jeong, Luca Cinquini, Scott Collins, Bruce Chapman, Steven Tsz K. Chan, Alexander L. Handwerger, David Bekaert

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

An Open-source Computational Model of Neurostimulation of the Spinal Pudendo-Vesical Reflex for the Recovery of Bladder Control After Spinal Cord Injury.

Xiaoqi Fang, Scott Collins, Ameya C. Nanivadekar, Maria Jantz, Robert A. Gaunt, Marco Capogrosso

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

DICOM Image ANalysis and Archive (DIANA): an Open-Source System for Clinical AI Applications.

Thomas Yi, Ian Pan, Scott Collins, Fiona Chen, Robert Cueto, Ben Hsieh, Celina Hsieh, Jessica L. Smith, Li Yang, Wei-hua Liao, Lisa H. Merck, Harrison X. Bai, Derek Merck

J. Digit. Imaging, 2021

2020

Towards Placental Surface Vasculature Exploration in Virtual Reality.

Johannes Novotny, Wesley Miller, François I. Luks, Derek Merck, Scott Collins, David H. Laidlaw

IEEE Computer Graphics and Applications, 2020

2019

Shared visualizations and guided procedure simulation in augmented reality with Microsoft HoloLens.

Lawrence Huang, Scott Collins, Leo Kobayashi, Derek Merck, Thomas Sgouros

Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019

2017

Machine learning algorithm for automatic detection of CT-identifiable hyperdense lesions associated with traumatic brain injury.

Krishna N. Keshavamurthy, Owen P. Leary, Lisa H. Merck, Benjamin B. Kimia, Scott Collins, David W. Wright, Jason W. Allen, Jeffrey F. Brock, Derek Merck

Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017