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Profil bibliographique

April Keiko Vassantachart

Informations fournies par OpenAlex. Research Africa ne déduit ni nationalité, ni poste, ni coordonnées personnelles.

40Publications signalées
376Citations signalées
4Affiliations récentes

Les institutions déclarées

Les domaines associés

Advanced Radiotherapy TechniquesGlioma Diagnosis and TreatmentMedical Imaging Techniques and ApplicationsRadiation Therapy and DosimetryRadiomics and Machine Learning in Medical Imaging

Les publications récentes

Accès ouvert 2023 article OpenAlex

A repository of grade 1 and 2 meningioma MRIs in a public dataset for radiomics reproducibility tests

April Keiko Vassantachart, Yufeng Cao, Zhilei Liu Shen, Karen Kow Yip Cheng et autres

Abstract Purpose Meningiomas are the most common primary brain tumors in adults with management varying widely based on World Health Organization (WHO) grade. However, there are limited datasets available for researchers to develop and validate radiomic models. The purpose of our manuscript …

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4 citations Medical Physics
Accès ouvert 2023 article OpenAlex

Contrast-Enhanced Liver Magnetic Resonance Image Synthesis Using Gradient Regularized Multi-Modal Multi-Discrimination Sparse Attention Fusion GAN

Changzhe Jiao, Diane C. Ling, Shelly X. Bian, April Keiko Vassantachart et autres

PURPOSES: To provide abdominal contrast-enhanced MR image synthesis, we developed an gradient regularized multi-modal multi-discrimination sparse attention fusion generative adversarial network (GRMM-GAN) to avoid repeated contrast injections to patients and facilitate adaptive monitoring. METHODS: With IRB approval, 165 abdominal MR studies from …

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12 citations Cancers
Accès ouvert 2023 preprint OpenAlex

Contrast-enhanced Liver MR Synthesis using Gradient Regularized Multi-Modal Multi-Discrimination Sparse Attention Fusion GAN

Changzhe Jiao, Diane C. Ling, Shelly X. Bian, April Keiko Vassantachart et autres

Purposes: To provide abdominal contrast-enhanced MR image synthesis, we developed an image gradient regularized multi-modal multi-discrimination sparse-attention fusion generative adversarial network (GRMM-GAN) to avoid repeated contrast injections to patients and facilitate adaptive monitoring. Methods: With IRB approval, 165 abdominal MR studies from …

us, cn (code pays fourni par la source)

3 citations Preprints.org
Accès ouvert 2023 article OpenAlex

A comprehensive review of 30 years of pediatric clinical trial radiotherapy dose constraints

April Keiko Vassantachart, Arthur J. Olch, Marjorie T. Jones, Christophe Marques et autres

BACKGROUND: Radiation therapy normal tissue dose constraints are critical when treating pediatric patients. However, there is limited evidence supporting proposed constraints, which has led to variations in constraints over the years. In this study, we identify these variations in dose constraints within …

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8 citations Pediatric Blood & Cancer
Accès ouvert 2022 preprint OpenAlex

A Survey of 30 years of Pediatric Clinical Trial Radiotherapy Dose Constraints

April Keiko Vassantachart, Arthur J. Olch, Marjorie T. Jones, Christophe Marques et autres

Background: Radiation therapy normal tissue dose constraints are critical when treating pediatric patients. However, there is limited evidence supporting proposed constraints which has led to variations in constraints over the years. In this study we identify these variations in dose constraints within …

us, nl (code pays fourni par la source)

0 citations
Accès ouvert 2022 article OpenAlex

Racial disparities and standard treatment in locally advanced rectal cancer: a National Cancer Database study

April Keiko Vassantachart, Michael P. Marietta, Shahil Mehta, Eugene C. Lin et autres

Background: Mortality rates in colorectal cancer (CRC) continue to be higher in Black compared to White patients. While standard treatment modalities for locally advanced rectal cancer have been shown to improve outcomes, there are limited studies assessing the receipt of standard treatment …

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14 citations Journal of Gastrointestinal Oncology

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