Scott Collins

15 papers C 1Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Abn-BLIP: Abnormality-aligned Bootstrapping Language-Image Pre-training for pulmonary embolism diagnosis and report generation from CTPA.
Medical Image Anal.
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
2025 J jnl
Abn-BLIP: Abnormality-aligned Bootstrapping Language-Image Pre-training for Pulmonary Embolism Diagnosis and Report Generation from CTPA.
CoRR
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
2025 J jnl
Multi-Modality Regional Alignment Network for Covid X-Ray Survival Prediction and Report Generation.
IEEE J. Biomed. Health Informatics
Zhusi Zhong, Jie Li, John Sollee, Scott Collins, Harrison X. Bai, Paul Zhang, Terrance Healey, Michael Atalay, Xingbo Gao, Zhicheng Jiao
2025 — conf
Risk-RAM: An Interpretable Deep Survival Prediction Model for COVID-19 Prognosis Using Chest X-Ray Images.
ISBI
Zhusi Zhong, Zhuoqi Ma, Thomas Y. Yi, Scott Collins, Grayson Baird, Harrison X. Bai, Paul Zhang, Terrance Healey, Michael K. Atalay, Zhicheng Jiao
2025 J jnl
Vision-language model for report generation and outcome prediction in CT pulmonary angiogram.
npj Digit. Medicine
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
2024 J jnl
De-Biased Disentanglement Learning for Pulmonary Embolism Survival Prediction on Multimodal Data.
IEEE J. Biomed. Health Informatics
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
2024 J jnl
Multi-modality Regional Alignment Network for Covid X-Ray Survival Prediction and Report Generation.
CoRR
Zhusi Zhong, Jie Li, John Sollee, Scott Collins, Harrison X. Bai, Paul Zhang, Terrence Healey, Michael Atalay, Xinbo Gao, Zhicheng Jiao
2024 J jnl
Pulmonary Embolism Mortality Prediction Using Multimodal Learning Based on Computed Tomography Angiography and Clinical Data.
CoRR
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
2024 J jnl
Region-specific Risk Quantification for Interpretable Prognosis of COVID-19.
CoRR
Zhusi Zhong, Jie Li, Zhuoqi Ma, Scott Collins, Harrison X. Bai, Paul Zhang, Terrance Healey, Xinbo Gao, Michael K. Atalay, Zhicheng Jiao
2023 C conf
The Opera Radiometric Terrain Corrected Sar Backscatter from Sentinel-1 (RTC-S1) Product.
IGARSS
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
2022 — conf
An Open-source Computational Model of Neurostimulation of the Spinal Pudendo-Vesical Reflex for the Recovery of Bladder Control After Spinal Cord Injury.
EMBC
Xiaoqi Fang, Scott Collins, Ameya C. Nanivadekar, Maria Jantz, Robert A. Gaunt, Marco Capogrosso
2021 J jnl
DICOM Image ANalysis and Archive (DIANA): an Open-Source System for Clinical AI Applications.
J. Digit. Imaging
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
2020 J jnl
Towards Placental Surface Vasculature Exploration in Virtual Reality.
IEEE Computer Graphics and Applications
Johannes Novotny, Wesley Miller, François I. Luks, Derek Merck, Scott Collins, David H. Laidlaw
2019 — conf
Shared visualizations and guided procedure simulation in augmented reality with Microsoft HoloLens.
Image-Guided Procedures
Lawrence Huang, Scott Collins, Leo Kobayashi, Derek Merck, Thomas Sgouros
2017 — conf
Machine learning algorithm for automatic detection of CT-identifiable hyperdense lesions associated with traumatic brain injury.
Computer-Aided Diagnosis
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