Skylar E. Stolte

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Medical Image Segmentation

Restricted Boltzmann Machine

Structural Models

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Joseph Cox, Peng Liu, Skylar E. Stolte, Yunchao Yang, Kang Liu, Kyle B. See, Huiwen Ju, Ruogu Fang
BrainFounder: Towards Brain Foundation Models for Neuroimage Analysis. CoRR (2024)
Skylar E. Stolte, Kyle Volle, Aprinda Indahlastari, Alejandro Albizu, Adam J. Woods, Kevin M. Brink, Matthew Hale, Ruogu Fang
DOMINO++: Domain-aware Loss Regularization for Deep Learning Generalizability. CoRR (2023)
Skylar E. Stolte, Kyle Volle, Aprinda Indahlastari, Alejandro Albizu, Adam J. Woods, Kevin M. Brink, Matthew Hale, Ruogu Fang
DOMINO: Domain-aware Loss for Deep Learning Calibration. CoRR (2023)
Skylar E. Stolte, Kyle Volle, Aprinda Indahlastari, Alejandro Albizu, Adam J. Woods, Kevin M. Brink, Matthew Hale, Ruogu Fang
DOMINO++: Domain-Aware Loss Regularization for Deep Learning Generalizability. MICCAI (4) (2023)
Skylar E. Stolte, Kyle Volle, Aprinda Indahlastari, Alejandro Albizu, Adam J. Woods, Kevin M. Brink, Matthew Hale, Ruogu Fang
DOMINO: Domain-aware loss for deep learning calibration. Softw. Impacts 15 (2023)
Zehao Yu, Xi Yang, Gianna L. Sweeting, Yinghan Ma, Skylar E. Stolte, Ruogu Fang, Yonghui Wu
Identify diabetic retinopathy-related clinical concepts and their attributes using transformer-based natural language processing methods. BMC Medical Informatics Decis. Mak. (3) (2022)
Skylar E. Stolte, Kyle Volle, Aprinda Indahlastari, Alejandro Albizu, Adam J. Woods, Kevin M. Brink, Matthew Hale, Ruogu Fang
DOMINO: Domain-aware Model Calibration in Medical Image Segmentation. CoRR (2022)
Skylar E. Stolte, Kyle Volle, Aprinda Indahlastari, Alejandro Albizu, Adam J. Woods, Kevin M. Brink, Matthew Hale, Ruogu Fang
DOMINO: Domain-Aware Model Calibration in Medical Image Segmentation. MICCAI (5) (2022)
Zehao Yu, Xi Yang, Gianna L. Sweeting, Yinghan Ma, Skylar E. Stolte, Ruogu Fang, Yonghui Wu
Identify Diabetic Retinopathy-related Clinical Concepts Using Transformer-based Natural Language Processing Methods. ICHI (2021)