Automatic retrieval of corresponding US views in longitudinal examinations

1 code implementation • 7 Jun 2023 • Hamideh Kerdegari, Tran Huy Nhat Phung1, Van Hao Nguyen, Thi Phuong Thao Truong, Ngoc Minh Thu Le, Thanh Phuong Le, Thi Mai Thao Le, Luigi Pisani, Linda Denehy, VITAL Consortium, Reza Razavi, Louise Thwaites, Sophie Yacoub, Andrew P. King, Alberto Gomez

Skeletal muscle atrophy is a common occurrence in critically ill patients in the intensive care unit (ICU) who spend long periods in bed.

Contrastive Learning Retrieval

A Machine Learning Case Study for AI-empowered echocardiography of Intensive Care Unit Patients in low- and middle-income countries

1 code implementation • 30 Dec 2022 • Miguel Xochicale, Louise Thwaites, Sophie Yacoub, Luigi Pisani, Phung-Nhat Tran-Huy, Hamideh Kerdegari, Andrew King, Alberto Gomez

We present a Machine Learning (ML) study case to illustrate the challenges of clinical translation for a real-time AI-empowered echocardiography system with data of ICU patients in LMICs.

Model Selection

B-line Detection in Lung Ultrasound Videos: Cartesian vs Polar Representation

no code implementations • 26 Jul 2021 • Hamideh Kerdegari, Phung Tran Huy Nhat, Angela McBride, Luigi Pisani, Reza Razavi, Louise Thwaites, Sophie Yacoub, Alberto Gomez

As a result, we hypothesize that a polar representation may be more adequate for automatic image analysis of these images.

Line Detection

Automatic Detection of B-lines in Lung Ultrasound Videos From Severe Dengue Patients

no code implementations • 1 Feb 2021 • Hamideh Kerdegari, Phung Tran Huy Nhat, Angela McBride, VITAL Consortium, Reza Razavi, Nguyen Van Hao, Louise Thwaites, Sophie Yacoub, Alberto Gomez

Lung ultrasound (LUS) imaging is used to assess lung abnormalities, including the presence of B-line artefacts due to fluid leakage into the lungs caused by a variety of diseases.