Skylar E. Stolte

14 papers Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2024 J jnl
BrainFounder: Towards Brain Foundation Models for Neuroimage Analysis.
CoRR
Joseph Cox, Peng Liu, Skylar E. Stolte, Yunchao Yang, Kang Liu, Kyle B. See, Huiwen Ju, Ruogu Fang
2024 J jnl
BrainSegFounder: Towards 3D foundation models for neuroimage segmentation.
Medical Image Anal.
Joseph Cox, Peng Liu, Skylar E. Stolte, Yunchao Yang, Kang Liu, Kyle B. See, Huiwen Ju, Ruogu Fang
2024 — conf
Towards tDCS Digital Twins Using Deep Learning-Based Direct Estimation of Personalized Electrical Field Maps from T1-Weighted MRI.
MICCAI (2)
Skylar E. Stolte, Aprinda Indahlastari, Alejandro Albizu, Adam J. Woods, Ruogu Fang
2023 — conf
DOMINO++: Domain-Aware Loss Regularization for Deep Learning Generalizability.
MICCAI (4)
Skylar E. Stolte, Kyle Volle, Aprinda Indahlastari, Alejandro Albizu, Adam J. Woods, Kevin M. Brink, Matthew T. Hale, Ruogu Fang
2023 J jnl
DOMINO++: Domain-aware Loss Regularization for Deep Learning Generalizability.
CoRR
Skylar E. Stolte, Kyle Volle, Aprinda Indahlastari, Alejandro Albizu, Adam J. Woods, Kevin M. Brink, Matthew T. Hale, Ruogu Fang
2023 J jnl
DOMINO: Domain-aware Loss for Deep Learning Calibration.
CoRR
Skylar E. Stolte, Kyle Volle, Aprinda Indahlastari, Alejandro Albizu, Adam J. Woods, Kevin M. Brink, Matthew Hale, Ruogu Fang
2023 J jnl
DOMINO: Domain-aware loss for deep learning calibration.
Softw. Impacts
Skylar E. Stolte, Kyle Volle, Aprinda Indahlastari, Alejandro Albizu, Adam J. Woods, Kevin M. Brink, Matthew T. Hale, Ruogu Fang
2022 — conf
DOMINO: Domain-Aware Model Calibration in Medical Image Segmentation.
MICCAI (5)
Skylar E. Stolte, Kyle Volle, Aprinda Indahlastari, Alejandro Albizu, Adam J. Woods, Kevin M. Brink, Matthew T. Hale, Ruogu Fang
2022 J jnl
DOMINO: Domain-aware Model Calibration in Medical Image Segmentation.
CoRR
Skylar E. Stolte, Kyle Volle, Aprinda Indahlastari, Alejandro Albizu, Adam J. Woods, Kevin M. Brink, Matthew T. Hale, Ruogu Fang
2022 J jnl
Identify diabetic retinopathy-related clinical concepts and their attributes using transformer-based natural language processing methods.
BMC Medical Informatics Decis. Mak.
Zehao Yu, Xi Yang, Gianna L. Sweeting, Yinghan Ma, Skylar E. Stolte, Ruogu Fang, Yonghui Wu
2021 — conf
Identify Diabetic Retinopathy-related Clinical Concepts Using Transformer-based Natural Language Processing Methods.
ICHI
Zehao Yu, Xi Yang, Gianna L. Sweeting, Yinghan Ma, Skylar E. Stolte, Ruogu Fang, Yonghui Wu
2020 J jnl
A survey on medical image analysis in diabetic retinopathy.
Medical Image Anal.
Skylar E. Stolte, Ruogu Fang
2020 J jnl
Domain-invariant interpretable fundus image quality assessment.
Medical Image Anal.
Yaxin Shen, Bin Sheng, Ruogu Fang, Huating Li, Ling Dai, Skylar E. Stolte, Jing Qin, Weiping Jia, Dinggang Shen
2019 — ch.
Deep Spatial-Temporal Convolutional Neural Networks for Medical Image Restoration.
Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics
Yao Xiao, Skylar E. Stolte, Peng Liu, Yun Liang, Pina C. Sanelli, Ajay Gupta, Jana Ivanidze, Ruogu Fang