ViTASD: Robust Vision Transformer Baselines for Autism Spectrum Disorder Facial Diagnosis

1 code implementation • 30 Oct 2022 • Xu Cao, Wenqian Ye, Elena Sizikova, Xue Bai, Megan Coffee, Hongwu Zeng, Jianguo Cao

Research progress in the field of ASD facial analysis in pediatric patients has been hindered due to a lack of well-established baselines.

Automatic Infectious Disease Classification Analysis with Concept Discovery

1 code implementation • 28 Aug 2022 • Elena Sizikova, Joshua Vendrow, Xu Cao, Rachel Grotheer, Jamie Haddock, Lara Kassab, Alona Kryshchenko, Thomas Merkh, R. W. M. A. Madushani, Kenny Moise, Annie Ulichney, Huy V. Vo, Chuntian Wang, Megan Coffee, Kathryn Leonard, Deanna Needell

Automatic infectious disease classification from images can facilitate needed medical diagnoses.

Classification

Improving Computed Tomography (CT) Reconstruction via 3D Shape Induction

1 code implementation • 23 Aug 2022 • Elena Sizikova, Xu Cao, Ashia Lewis, Kenny Moise, Megan Coffee

Chest computed tomography (CT) imaging adds valuable insight in the diagnosis and management of pulmonary infectious diseases, like tuberculosis (TB).

3D Reconstruction Computed Tomography (CT) +1

Improving Tuberculosis (TB) Prediction using Synthetically Generated Computed Tomography (CT) Images

1 code implementation • 23 Sep 2021 • Ashia Lewis, Evanjelin Mahmoodi, Yuyue Zhou, Megan Coffee, Elena Sizikova

The evaluation of infectious disease processes on radiologic images is an important and challenging task in medical image analysis.

Computed Tomography (CT)