Deep learning for rare disease: A scoping review

J Lee, C Liu, J Kim, Z Chen, Y Sun, JR Rogers… - Journal of Biomedical …, 2022 - Elsevier
Although individually rare, collectively more than 7,000 rare diseases affect about 10% of
patients. Each of the rare diseases impacts the quality of life for patients and their families …

Inclusion of clinicians in the development and evaluation of clinical artificial intelligence tools: a systematic literature review

S Tulk Jesso, A Kelliher, H Sanghavi, T Martin… - Frontiers in …, 2022 - frontiersin.org
The application of machine learning (ML) and artificial intelligence (AI) in healthcare
domains has received much attention in recent years, yet significant questions remain about …

Evolving the era of 5D ultrasound? A systematic literature review on the applications for artificial intelligence ultrasound imaging in obstetrics and gynecology

E Jost, P Kosian, J Jimenez Cruz, S Albarqouni… - Journal of Clinical …, 2023 - mdpi.com
Artificial intelligence (AI) has gained prominence in medical imaging, particularly in
obstetrics and gynecology (OB/GYN), where ultrasound (US) is the preferred method. It is …

Artificial intelligence applied to fetal MRI: A scoping review of current research

R Meshaka, T Gaunt… - The British Journal of …, 2023 - academic.oup.com
Artificial intelligence (AI) is defined as the development of computer systems to perform tasks
normally requiring human intelligence. A subset of AI, known as machine learning (ML) …

Assessment of radiomics and deep learning for the segmentation of fetal and maternal anatomy in magnetic resonance imaging and ultrasound

J Torrents-Barrena, N Monill, G Piella, E Gratacós… - Academic …, 2021 - Elsevier
Recent advances in fetal imaging open the door to enhanced detection of fetal disorders
and computer-assisted surgical planning. However, precise segmentation of womb's tissues …

Developments in functional imaging of the placenta

A Clark, D Flouri, N Mufti, J James… - The British Journal of …, 2023 - academic.oup.com
The placenta is both the literal and metaphorical black box of pregnancy. Measurement of
the function of the placenta has the potential to enhance our understanding of this enigmatic …

Computer‐assisted fetal laser surgery in the treatment of twin‐to‐twin transfusion syndrome: Recent trends and prospects

AM van der Schot, E Sikkel… - Prenatal …, 2022 - Wiley Online Library
Fetal laser surgery has emerged as the preferred treatment of twin‐to‐twin transfusion
syndrome (TTTS). However, the limited field of view of the fetoscope and the complexity of …

Accurate preoperative path planning with coarse-to-refine segmentation for image guided deep brain stimulation

B Cai, C Xiong, Z Sun, P Liang, K Wang, Y Guo… - … Signal Processing and …, 2022 - Elsevier
Accurate preoperative path planning plays an essential role in a neurosurgical procedure of
deep brain stimulation, leading to a successful procedure with significant surgical outcomes …

Placental architectural characteristics following laser ablation within monochorionic twins complicated by twin–twin transfusion syndrome: A systematic review and …

J Hamer, N Eltaweel, R Man… - Acta Obstetricia et …, 2024 - Wiley Online Library
Introduction Twin–twin transfusion syndrome (TTTS) complicates approximately 10%–15%
of all monochorionic twin pregnancies. The aim of this review was to evaluate the placental …

Placental differences between uncomplicated and complicated monochorionic diamniotic pregnancies on diffusion and multicompartment Magnetic Resonance …

M Aertsen, A Melbourne, I Couck, E King, S Ourselin… - Placenta, 2023 - Elsevier
Introduction Twin-twin transfusion syndrome (TTTS) and selective fetal growth restriction
(sFGR) are common complications in monochorionic diamniotic (MCDA) pregnancies. The …