Publications by authors named "Huai-che Yang"

Background And Objectives: Oligodendrogliomas are primary brain tumors classified as isocitrate deshydrogenase-mutant and 1p19q codeleted in the 2021 World Health Organization Classification of central nervous system tumors. Surgical resection, radiotherapy, and chemotherapy are well-established management options for these tumors. Few studies have evaluated the efficacy of stereotactic radiosurgery (SRS) for oligodendroglioma.

View Article and Find Full Text PDF

Objective: This study focuses on epidermal growth factor receptor-mutated lung adenocarcinoma, known for frequent brain metastasis. It aimed to compare the clinical outcomes and cost-effectiveness of combining Gamma Knife radiosurgery (GKRS) with tyrosine kinase inhibitors (TKIs) (GKRS+TKI group) versus TKIs alone (TKI group) for the treatment of patients with newly diagnosed brain metastasis in this condition.

Methods: Study characteristics of the two groups were matched using inverse probability of treatment weighting (IPTW).

View Article and Find Full Text PDF

Background: Meningioma, the most common primary brain tumor, presents significant challenges in MRI-based diagnosis and treatment planning due to its diverse manifestations. Convolutional Neural Networks (CNNs) have shown promise in improving the accuracy and efficiency of meningioma segmentation from MRI scans. This systematic review and meta-analysis assess the effectiveness of CNN models in segmenting meningioma using MRI.

View Article and Find Full Text PDF

Objective: This study aimed to evaluate local control (LC) of tumors, patient overall survival (OS), and the safety of stereotactic radiosurgery (SRS) for esophageal cancer brain metastases (EBMs).

Methods: This retrospective cohort study used data from 15 International Radiosurgery Research Foundation facilities encompassing 67 patients with 185 EBMs managed using SRS between January 2000 and May 2022. The median patient age was 63 years, with a male predominance (92.

View Article and Find Full Text PDF

The chapter explores the extensive integration of artificial intelligence (AI) in healthcare systems, with a specific focus on its application in stereotactic radiosurgery. The rapid evolution of AI technology has led to promising developments in this field, particularly through the utilization of machine learning and deep learning models. The diverse implementation of AI algorithms was developed from various aspects of radiosurgery, including the successful detection of spontaneous tumors and the automated delineation or segmentation of lesions.

View Article and Find Full Text PDF

Background And Objectives: Pineocytomas are grade 1 tumors arising from the pineal parenchyma. Gross total resection can potentially cure these benign lesions but can be associated with morbidity. This study was designed to provide multi-institutional data to evaluate the results of stereotactic radiosurgery (SRS) for pineocytomas.

View Article and Find Full Text PDF

Background And Objectives: Trigeminal Neuralgia (TN) is a debilitating facial pain disorder, often necessitating surgical interventions when medication proves insufficient. Stereotactic Radiosurgery (SRS) is an established therapeutic option. Limited studies explored the feasibility of a third SRS procedure.

View Article and Find Full Text PDF

Objective: Anterior cranial fossa (ACF) dural arteriovenous fistulas (DAVFs) are notoriously malignant vascular abnormalities, and their drainage into the cortical vein poses a high risk of intracranial hemorrhage (ICH). Stereotactic radiosurgery (SRS) is increasingly seen as an alternative to microsurgery or embolization for the treatment of DAVFs; however, researchers have yet to report on its applicability to ACF DAVFs. This paper summarizes the authors' experience in the use of SRS for ACF DAVFs.

View Article and Find Full Text PDF

Purpose: To report patient outcomes and local tumor control rates in a cohort of patients with biopsy-proven HER-2 positive breast cancer treated with stereotactic radiosurgery (SRS) for brain metastases (BM).

Methods: This international, retrospective, multicenter study, included 195 female patients with 1706 SRS-treated BM. Radiologic and clinical outcomes after SRS were determined and prognostic factors identified.

View Article and Find Full Text PDF

Background: A higher risk of secondary brain tumor, carotid stenosis, and stroke has been reported after conventional sella irradiation for pituitary neuroendocrine tumors (PitNET). Stereotactic radiosurgery (SRS), which is a more focused approach, is now increasingly used instead. The aim was to assess the risk of secondary brain tumor, carotid stenosis/occlusion, and stroke after SRS.

View Article and Find Full Text PDF

Background And Objectives: Gamma knife radiosurgery (GKRS) is a safe and effective treatment option for hypothalamic hamartomas (HH), but there is no consensus opinion on its timing, dosage, and follow-up. The aim of this study was to define the safety, efficacy, outcome, and complication profile of GKRS in this patient population.

Methods: This retrospective multicentric study involved 39 patients with the mean age of 16 ± 14.

View Article and Find Full Text PDF

Background And Objectives: Treatment selection for brain arteriovenous malformations (BAVMs) is complicated by BAVM size, location, and hemodynamics. Quantitative digital subtraction angiography is used to quantify the hemodynamic impact of BAVMs on cerebral circulation. This study investigated the association between cerebral circulation time and the complete obliteration (CO) rate of BAVMs after stereotactic radiosurgery (SRS).

View Article and Find Full Text PDF

Objective: Accounting for approximately 15% of primary liver cancers and 3% of gastrointestinal malignancies, cholangiocarcinoma (CCA) poses a serious health concern given its high mortality rate. Managing brain metastases (BMs) from CCA is challenging because of their rarity and poor prognosis, with little guidance on treatment from the literature. In this study, the authors aimed to evaluate the safety and efficacy of stereotactic radiosurgery (SRS) in managing BMs from CCA.

View Article and Find Full Text PDF
Article Synopsis
  • * They analyzed data from 535 pediatric patients who underwent SRS, finding that infratentorial AVMs tend to be located deeper in the brain and had higher instances of hemorrhagic presentations compared to supratentorial AVMs.
  • * The results indicated no significant differences in treatment outcomes, like AVM obliteration or post-SRS complications, between infratentorial and supratentorial AVM patients, suggesting SRS has a comparable risk profile for both types.
View Article and Find Full Text PDF
Article Synopsis
  • The study aimed to determine if the morphology (compact vs. diffuse) of brain arteriovenous malformations (bAVMs) influences the rate of hemorrhagic events in patients undergoing Stereotactic Radiosurgery (SRS).
  • It analyzed 262 adult patients with unruptured bAVMs, revealing that hemorrhagic events occurred in 5.0% of patients, with a higher risk associated with larger and diffuse bAVMs.
  • Findings suggest that compact and smaller bAVMs, along with a higher prescribed treatment dose, are linked to lower hemorrhage risks, which could inform clinical decision-making regarding SRS treatment plans.
View Article and Find Full Text PDF

Objective: The purpose of this study was to describe the long-term outcomes and associated risks related to repeat stereotactic radiosurgery (SRS) for persistent arteriovenous malformations (AVMs) in pediatric patients.

Methods: Under the auspices of the International Radiosurgery Research Foundation, this retrospective multicenter study analyzed pediatric patients who underwent repeat, single-session SRS between 1987 and 2022. The primary outcome variable was a favorable outcome, defined as nidus obliteration without hemorrhage or neurological deterioration.

View Article and Find Full Text PDF

Objective: Patients with deep-seated arteriovenous malformations (AVMs) have a higher rate of unfavorable outcome and lower rate of nidus obliteration after primary stereotactic radiosurgery (SRS). The aim of this study was to evaluate and quantify the effect of AVM location on repeat SRS outcomes.

Methods: This retrospective, multicenter study involved 505 AVM patients managed with repeat, single-session SRS.

View Article and Find Full Text PDF

Purpose: This paper presents a deep learning model for use in the automated segmentation of metastatic brain tumors and associated perilesional edema.

Methods: The model was trained using Gamma Knife surgical data (90 MRI sets from 46 patients), including the initial treatment plan and follow-up images (T1-weighted contrast-enhanced (T1cWI) and T2-weighted images (T2WI)) manually annotated by neurosurgeons to indicate the target tumor and edema regions. A mask region-based convolutional neural network was used to extract brain parenchyma, after which the DeepMedic 3D convolutional neural network was in the segmentation of tumors and edemas.

View Article and Find Full Text PDF
Article Synopsis
  • This study reviewed clinical cases of expanding cysts and hematomas that occurred after gamma knife surgery (GKS) for treating arteriovenous malformations (AVMs) over a 30-year period.
  • Out of 1072 AVM patients treated, 18 exhibited these complications, with an average onset of 8.6 years post-GKS; 72.2% of the affected patients required surgical intervention.
  • The research suggests that both complications may stem from similar mechanisms of radiation-induced damage to surrounding blood vessels, leading to inflammation and tissue changes.
View Article and Find Full Text PDF

Purpose: ALK-positive NSCLC patients exhibit a particularly high propensity for the development of brain metastases. Current guidelines suggest transit to next-line therapy (SysTx) or local radiotherapy (RadTx) including whole-brain radiotherapy and radiosurgery. However, the clinical impact of these two strategies remains unclear.

View Article and Find Full Text PDF
Article Synopsis
  • The study investigates treatment patterns and outcomes for small cell lung cancer (SCLC) patients with brain metastasis (BM), categorizing them into three treatment groups: systemic therapy only, stereotactic radiosurgery (SRS) with systemic therapy, and whole-brain radiotherapy (WBRT) with systemic therapy.
  • Out of 149 patients analyzed, those receiving WBRT showed improved control of brain lesions, but overall survival (OS) was not significantly better than other treatments; the median OS was 7.2 months.
  • Key factors impacting OS included age, number of brain lesions, and type of therapy, with recommendations for further research on emerging therapies like immunotherapy for specific patient demographics.
View Article and Find Full Text PDF

Background: Manual detection of brain metastases is both laborious and inconsistent, driving the need for more efficient solutions. Accordingly, our systematic review and meta-analysis assessed the efficacy of deep learning algorithms in detecting and segmenting brain metastases from various primary origins in MRI images.

Methods: We conducted a comprehensive search of PubMed, Embase, and Web of Science up to May 24, 2023, which yielded 42 relevant studies for our analysis.

View Article and Find Full Text PDF

Objective: The goal of this study was to characterize local tumor control (LC), overall survival (OS), and safety of stereotactic radiosurgery for colorectal brain metastasis (CRBM).

Methods: Ten international institutions participating in the International Radiosurgery Research Foundation provided data for this retrospective case series. This study included 187 patients with CRBM (281 tumors), with a median age of 62 years and 56.

View Article and Find Full Text PDF

Purpose: Approximately 80% of brain metastases originate from non-small cell lung cancer (NSCLC). Immune checkpoint inhibitors (ICI) and stereotactic radiosurgery (SRS) are frequently utilized in this setting. However, concerns remain regarding the risk of radiation necrosis (RN) when SRS and ICI are administered concurrently.

View Article and Find Full Text PDF