Semi-supervised Learning for Fetal Brain MRI Quality Assessment with ROI Consistency. - Junshen Xu; Sayeri Lala; Borjan A. Gagoski; Esra Abaci Turk; Patricia Ellen Grant; Polina Golland; Elfar Adalsteinsson (MICCAI (6), 2020)

SECRETS: Subject-Efficient Clinical Randomized Controlled Trials using Synthetic Intervention. - Sayeri Lala; Niraj K. Jha (CoRR, 2023)

Label-Efficient Sleep Staging Using Transformers Pre-trained with Position Prediction. - Sayeri Lala; Hanlin Goh; Christopher M. Sandino (CoRR, 2024)

CONFINE: Conformal Prediction for Interpretable Neural Networks. - Linhui Huang; Sayeri Lala; Niraj K. Jha (CoRR, 2024)

METRIK: Measurement-Efficient Randomized Controlled Trials using Transformers with Input Masking. - Sayeri Lala; Niraj K. Jha (CoRR, 2024)

How PARTs assemble into wholes: Learning the relative composition of images. - Melika Ayoughi; Samira Abnar; Chen Huang 001; Christopher Michael Sandino; Sayeri Lala; Eeshan Gunesh Dhekane; Dan Busbridge; Shuangfei Zhai; Vimal Thilak; Joshua M. Susskind; Pascal Mettes; Paul Groth; et al. (CoRR, 2025)