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 002; Jason W. Allen; Jeffrey F. Brock; Derek Merck (Computer-Aided Diagnosis, 2017)

Shared visualizations and guided procedure simulation in augmented reality with Microsoft HoloLens. - Lawrence Huang; Scott Collins; Leo Kobayashi; Derek Merck; Thomas Sgouros (Image-Guided Procedures, 2019)

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)

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; et al. (J. Digit. Imaging, 2021)

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 (EMBC, 2022)

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 (IGARSS, 2023)

Region-specific Risk Quantification for Interpretable Prognosis of COVID-19. - Zhusi Zhong; Jie Li 001; Zhuoqi Ma; Scott Collins; Harrison X. Bai; Paul Zhang; Terrance Healey; Xinbo Gao 001; Michael K. Atalay; Zhicheng Jiao (CoRR, 2024)

Multi-modality Regional Alignment Network for Covid X-Ray Survival Prediction and Report Generation. - Zhusi Zhong; Jie Li 001; John Sollee; Scott Collins; Harrison X. Bai; Paul Zhang; Terrence Healey; Michael Atalay; Xinbo Gao 001; Zhicheng Jiao (CoRR, 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 001; Xinbo Gao 001; Scott Collins; Colin Greineder; Sun Ho Ahn; et al. (CoRR, 2024)

De-Biased Disentanglement Learning for Pulmonary Embolism Survival Prediction on Multimodal Data. - Zhusi Zhong; Jie Li 001; Shreyas Kulkarni; Helen Zhang; Fayez H. Fayad; Yang Li 111; Scott Collins; Harrison X. Bai; Sun Ho Ahn; Michael K. Atalay; Xinbo Gao 001; Zhicheng Jiao (IEEE J. Biomed. Health Informatics, 2024)

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 (ISBI, 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 001; et al. (npj Digit. Medicine, 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; et al. (CoRR, 2025)

Multi-Modality Regional Alignment Network for Covid X-Ray Survival Prediction and Report Generation. - Zhusi Zhong; Jie Li 001; John Sollee; Scott Collins; Harrison X. Bai; Paul Zhang; Terrance Healey; Michael Atalay; Xingbo Gao 001; Zhicheng Jiao (IEEE J. Biomed. Health Informatics, 2025)