Alison D. Gernand

According to our database, Alison D. Gernand authored at least 10 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Reading a Ruler in the Wild.

Yimu Pan, Manas Mehta, Gwen Sincerbeaux, Jeffery A. Goldstein, Alison D. Gernand, James Z. Wang

CoRR, July, 2025

VLCD: Vision-Language Contrastive Distillation for Accurate and Efficient Automatic Placenta Analysis.

Manas Mehta, Yimu Pan, Kelly Gallagher, Alison D. Gernand, Jeffery A. Goldstein, Delia Mwinyelle, Leena B. Mithal, James Z. Wang

CoRR, June, 2025

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging.

Yimu Pan, Sitao Zhang, Alison D. Gernand, Jeffery A. Goldstein, James Z. Wang

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Cross-modal contrastive learning for unified placenta analysis using photographs.

Yimu Pan, Manas Mehta, Jeffery A. Goldstein, Joseph Ngonzi, Lisa M. Bebell, Drucilla J. Roberts, Chrystalle Katte Carreon, Kelly Gallagher, Rachel E. Walker, Alison D. Gernand, James Ze Wang

Patterns, 2024

2023

AI-SAM: Automatic and Interactive Segment Anything Model.

Yimu Pan, Sitao Zhang, Alison D. Gernand, Jeffery A. Goldstein, James Z. Wang

CoRR, 2023

Enhancing Automatic Placenta Analysis Through Distributional Feature Recomposition in Vision-Language Contrastive Learning.

Yimu Pan, Tongan Cai, Manas Mehta, Alison D. Gernand, Jeffery A. Goldstein, Leena B. Mithal, Delia Mwinyelle, Kelly Gallagher, James Ze Wang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

Vision-Language Contrastive Learning Approach to Robust Automatic Placenta Analysis Using Photographic Images.

Yimu Pan, Alison D. Gernand, Jeffery A. Goldstein, Leena B. Mithal, Delia Mwinyelle, James Z. Wang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2020

Multi-region saliency-aware learning for cross-domain placenta image segmentation.

Zhuomin Zhang, Dolzodmaa Davaasuren, Chenyan Wu, Jeffery A. Goldstein, Alison D. Gernand, James Z. Wang

Pattern Recognit. Lett., 2020

AI-PLAX: AI-based placental assessment and examination using photos.

Yukun Chen, Zhuomin Zhang, Chenyan Wu, Dolzodmaa Davaasuren, Jeffery A. Goldstein, Alison D. Gernand, James Z. Wang

Comput. Medical Imaging Graph., 2020

2019

PlacentaNet: Automatic Morphological Characterization of Placenta Photos with Deep Learning.

Yukun Chen, Chenyan Wu, Zhuomin Zhang, Jeffery A. Goldstein, Alison D. Gernand, James Z. Wang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019