Search Results for author: Drew Torigian

Found 4 papers, 4 papers with code

XctDiff: Reconstruction of CT Images with Consistent Anatomical Structures from a Single Radiographic Projection Image

1 code implementation7 Jun 2024 Qingze Bai, Tiange Liu, Zhi Liu, Yubing Tong, Drew Torigian, Jayaram Udupa

In this paper, we present XctDiff, an algorithm framework for reconstructing CT from a single radiograph, which decomposes the reconstruction process into two easily controllable tasks: feature extraction and CT reconstruction.

CT Reconstruction Medical Image Analysis

Encoding Visual Attributes in Capsules for Explainable Medical Diagnoses

2 code implementations12 Sep 2019 Rodney LaLonde, Drew Torigian, Ulas Bagci

To the best of our knowledge, this is the first study to investigate capsule networks for making predictions based on radiologist-level interpretable attributes and its applications to medical image diagnosis.

Attribute Lung Cancer Diagnosis +1

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