ReMIND: The Brain Resection Multimodal Imaging Database

P Juvekar, R Dorent, F Kögl, E Torio, C Barr, L Rigolo… - Scientific Data, 2024 - nature.com
The standard of care for brain tumors is maximal safe surgical resection. Neuronavigation
augments the surgeon's ability to achieve this but loses validity as surgery progresses due to …

Generative AI for Synthetic Data Across Multiple Medical Modalities: A Systematic Review of Recent Developments and Challenges

M Ibrahim, YA Khalil, S Amirrajab, C Suna… - arXiv preprint arXiv …, 2024 - arxiv.org
This paper presents a comprehensive systematic review of generative models (GANs, VAEs,
DMs, and LLMs) used to synthesize various medical data types, including imaging …

QGFormer: Queries-guided transformer for flexible medical image synthesis with domain missing

H Hao, J Xue, P Huang, L Ren, D Li - Expert Systems with Applications, 2024 - Elsevier
Abstract Domain missing poses a common challenge in medical clinical practice, limiting
diagnostic accuracy compared to the complete multi-domain images that provide …

Cross2SynNet: cross-device–cross-modal synthesis of routine brain MRI sequences from CT with brain lesion

M Jiang, S Wang, Z Song, L Song, Y Wang… - … Resonance Materials in …, 2024 - Springer
Objectives CT and MR are often needed to determine the location and extent of brain
lesions collectively to improve diagnosis. However, patients with acute brain diseases …

Patient-Specific Real-Time Segmentation in Trackerless Brain Ultrasound

R Dorent, E Torio, N Haouchine, C Galvin… - arXiv preprint arXiv …, 2024 - arxiv.org
Intraoperative ultrasound (iUS) imaging has the potential to improve surgical outcomes in
brain surgery. However, its interpretation is challenging, even for expert neurosurgeons. In …