Volume sweep imaging lung teleultrasound for detection of COVID-19 in Peru: a multicentre pilot study

TJ Marini, K Kaproth-Joslin, R Ambrosini, TM Baran… - BMJ open, 2022 - bmjopen.bmj.com
Objectives Pulmonary disease is a significant cause of morbidity and mortality in adults and
children, but most of the world lacks diagnostic imaging for its assessment. Lung ultrasound …

[HTML][HTML] Enhancing breast ultrasound segmentation through fine-tuning and optimization techniques: Sharp attention UNet

D Khaledyan, TJ Marini, T M. Baran, A O'Connell… - Plos one, 2023 - journals.plos.org
Segmentation of breast ultrasound images is a crucial and challenging task in computer-
aided diagnosis systems. Accurately segmenting masses in benign and malignant cases …

[HTML][HTML] Rapid segmentation and diagnosis of breast tumor ultrasound images at the sonographer level using deep learning

L Yang, B Zhang, F Ren, J Gu, J Gao, J Wu, D Li, H Jia… - Bioengineering, 2023 - mdpi.com
Background: Breast cancer is one of the most common malignant tumors in women. A
noninvasive ultrasound examination can identify mammary-gland-related diseases and is …

[HTML][HTML] No sonographer, no radiologist: assessing accuracy of artificial intelligence on breast ultrasound volume sweep imaging scans

TJ Marini, B Castaneda, K Parker, TM Baran… - PLOS Digital …, 2022 - journals.plos.org
Breast ultrasound provides a first-line evaluation for breast masses, but the majority of the
world lacks access to any form of diagnostic imaging. In this pilot study, we assessed the …

Performance of a handheld point of care ultrasonography to assess IUD position compared to conventional transvaginal ultrasonography

KG Araujo, A Yoshida, CRT Juliato… - … European Journal of …, 2024 - Taylor & Francis
Objective To compare the performance of the abdominal handheld point-of-care
ultrasonography (POCUS) Butterfly-iQ to gold standard transvaginal ultrasonography (US) in …

WATUNet: A Deep Neural Network for Segmentation of Volumetric Sweep Imaging Ultrasound

D Khaledyan, TJ Marini, AM O'Connell… - Machine Learning …, 2023 - iopscience.iop.org
Objective. Limited access to breast cancer diagnosis globally leads to delayed treatment.
Ultrasound, an effective yet underutilized method, requires specialized training for …

Intelligent Ultrasound Imaging for Enhanced Breast Cancer Diagnosis: Ensemble Transfer Learning Strategies

KS Rao, PV Terlapu, D Jayaram, KK Raju… - IEEE …, 2024 - ieeexplore.ieee.org
According to WHO statistics for 2018, there are 1.2 million cases and 700,000 deaths from
breast cancer (BC) each year, making it the second-highest cause of mortality for women …

Diagnosis of Pregnancy Complications Using Blind Ultrasound Sweeps Performed by Individuals Without Prior Formal Ultrasound Training

M Toscano, T Marini, C Lennon, M Erlick… - Obstetrics & …, 2023 - journals.lww.com
OBJECTIVE: To estimate the diagnostic accuracy of blind ultrasound sweeps performed with
a low-cost, portable ultrasound system by individuals with no prior formal ultrasound training …

Assessment of panoramic ultrasound reconstruction imaging using telemedicine equipment: a phantom experiment

SE Romero, N Guevara, X Montoya… - 18th International …, 2023 - spiedigitallibrary.org
Telemedicine is one of the most important technologies and services nowadays to overcome
face-to-face consultation or intervention, especially, in rural areas. Teleultrasound …

[HTML][HTML] Sustainable volume sweep imaging lung teleultrasound in Peru: Public health perspectives from a new frontier in expanding access to imaging

TJ Marini, B Castaneda, M Satheesh… - Frontiers in health …, 2023 - frontiersin.org
Background Pulmonary disease is a common cause of morbidity and mortality, but the
majority of the people in the world lack access to diagnostic imaging for its assessment. We …