Neurology

Head Trauma

Latest AI and machine learning research in head trauma for healthcare professionals.

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Showing 253-273 of 6,597 articles
Mapping intratumoral heterogeneity through PET-derived washout and deep learning after proton therapy.

The distribution of produced isotopes during proton therapy can be imaged with Positron Emission Tom...

Apr 2026 41936288
Prediction of post-COVID chronic fatigue syndrome using data mining and machine learning techniques in Isfahan COVID cohort study.

BACKGROUND: Post-COVID Fatigue (PCF) is one of the most common issues people face after recovering f...

Apr 2026 42000587
Prediction of post-stroke brain swelling using biomechanical modelling and deep neural networks.

Malignant stroke is a life-threatening condition, with mortality rates reaching up to 80% among pati...

Apr 2026 41946233
Deep learning-based non-contrast CT imaging markers enhance post-transfer DWI core volume prediction.

BACKGROUND: Deep learning enables the extraction of ischemic lesion size and hypodensity imaging mar...

Mar 2026 41916751
Vocal Biomarkers of Childhood Trauma: A Machine-Learning Approach to Speech Analysis.

PURPOSE: Childhood trauma can disrupt communication, yet early signs often go unrecognized in region...

Mar 2026 41910444
Pediatric Firearm Risk Prediction in Trauma Centers and After Discharge: A Machine Learning Analysis.

OBJECTIVE: We used machine learning (ML) to develop firearm risk prediction models for injured child...

(2)
Mar 2026 41903623
A Multimodal deep learning method for predicting drug-induced liver injury using structural and sequential molecular representations.

Drug-induced liver injury (DILI) remains one of the leading causes of drug development failure and p...

Mar 2026 41882435
Reducing breath-hold time in liver MRI: Clinical performance of deep learning-accelerated post-contrast T1 VIBE sequences.

BACKGROUND: Post-contrast liver MRI often requires long breath-holds, risking motion artifacts that ...

Mar 2026 41903373
Establishment of a novel deep learning-based method for gait analysis after peripheral nerve injury in pigs.

BACKGROUND: Peripheral nerve injury with deficits has poor functional prognosis, making motor functi...

(1)
Mar 2026 41948479
Computational delineation and cellular profiling of murine cortical cell layers using multiplex immunofluorescence imaging.

BACKGROUND: The adult mammalian cerebral cortex has a vertical laminar organization consisting of si...

Mar 2026 41871770
Rapid earthquake damage assessment via hybrid LSTM-RNN with a quantum-inspired classification head based on Autonomous Perceptron Model APM.

Rapid post-event assessment of earthquake damage is essential for resilient emergency response and r...

Mar 2026 41865013
Estimating major pathological response in non-small cell lung cancer patients with post-neoadjuvant therapy using MMT-net.

Neoadjuvant therapy (NAT) has demonstrated considerable effectiveness in treating locally advanced n...

Mar 2026 41857185
Past, present and future perspectives of traumatic brain injury.

Despite extensive research, traumatic brain injury (TBI) imposes significant mortality and morbidity...

Mar 2026 41855823
Developing a practical machine learning model to predict post implantation syndrome after endovascular aneurysm repair.

BACKGROUND: Post-implantation syndrome (PIS) is recognized as a systemic inflammatory response follo...

Mar 2026 41848989
Predicting 3D Post-Orthodontic Facial Outcomes With a Diffusion Model Trained on Unpaired Datasets.

BACKGROUND: Accurate prediction of facial aesthetics after orthodontic treatment is crucial for clin...

Mar 2026 41844130
Predicting infarct outcomes after extended time window thrombectomy in large vessel occlusion using knowledge guided deep learning.

BACKGROUND: Predicting the final infarct after an extended time window mechanical thrombectomy (MT) ...

Mar 2026 40480824
Considerations for enhancing the clinical translational potential of LLM-Based TBI mortality prediction models.

This study explores the use of GPT-5 and traditional machine learning by scholars such as Tu et al. ...

Mar 2026 41846057
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