GLAPAL-H: Global, Local, and Parts Aware Learner for Hydrocephalus Infection Diagnosis in Low-Field MRI

GLAPAL-H highlights the potential of low-field MRI as a safer, low-cost alternative to CT imaging for pediatric hydrocephalus infection diagnosis and management. Practically, GLAPAL-H demonstrates robustness against quantity and quality of training imagery, enhancing its deployability.

Authors

Institutions

Publication Details

Journal
IEEE Transactions on Biomedical Engineering
Published
2025-06-09
DOI
https://doi.org/10.1109/tbme.2025.3578541
Primary Topic
Cerebrospinal fluid and hydrocephalus
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

GLAPAL-H: Global, Local, and Parts Aware Learner for Hydrocephalus Infection Diagnosis in Low-Field MRI

Vishal Monga, Steven J. Schiff, Jason Sutin, I‐Ching Lin et al.
IEEE Transactions on Biomedical Engineering
Cerebrospinal fluid and hydrocephalus
article

GLAPAL-H: Global, Local, and Parts Aware Learner for Hydrocephalus Infection Diagnosis in Low-Field MRI

Vishal Monga, Steven J. Schiff, Jason Sutin, I‐Ching Lin, Mallory Peterson, Mingzhao Yu, Starlin Tindimwebwa, Kelsey Templeton, Chip Truwit, S Mukherjee
article en

Abstract

GLAPAL-H highlights the potential of low-field MRI as a safer, low-cost alternative to CT imaging for pediatric hydrocephalus infection diagnosis and management. Practically, GLAPAL-H demonstrates robustness against quantity and quality of training imagery, enhancing its deployability.

IEEE Transactions on Biomedical EngineeringVol. 73(1)
Pennsylvania State University (US), Harvard University Press (US), Yale University (US), Hyper Tech Research (United States) (US), CURE Children’s Hospital of Uganda (UG)
Openalex Percentile: Top 86%
Cerebrospinal fluid and hydrocephalus
DOIOpen Access PDFOpenAlex
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

GLAPAL-H: Global, Local, and Parts Aware Learner for Hydrocephalus Infection Diagnosis in Low-Field MRI — Vishal Monga, Steven J. Schiff, et al. · IEEE Transactions on Biomedical Engineering (2025) | TGRS Research Map | TGRS