Search Results - "Berkel, Victor"

Prediction of lung cancer patient survival via supervised machine learning classification techniques by Lynch, Chip M., Abdollahi, Behnaz, Fuqua, Joshua D., de Carlo, Alexandra R., Bartholomai, James A., Balgemann, Rayeanne N., van Berkel, Victor H., Frieboes, Hermann B.

“…•Compared supervised machine learning algorithms to determine predictive correlation.•The models perform well with low to moderate lung cancer patient survival…”
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Application of unsupervised analysis techniques to lung cancer patient data by Lynch, Chip M, van Berkel, Victor H, Frieboes, Hermann B

“…This study applies unsupervised machine learning techniques for classification and clustering to a collection of descriptive variables from 10,442 lung cancer…”
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The dangers of oversimplification – quality metrics and lung transplantation by Berkel, Victor

“…This editorial provides words of caution regarding Maldonado et al's (page 226) proposed quality metric for lung transplantation…”
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Commentary: A return trip to MARS: Less may be more when treating mesothelioma by Griffin, Caitlin M., van Berkel, Victor H.

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Commentary: Put your back into it: Erector spinae muscle density and lung transplant survival by Griffin, Caitlin M., van Berkel, Victor H.

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Commentary: Every detail matters—Understanding the impact of KRAS mutations by Smith, Susan A., van Berkel, Victor H.

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Intraoperative Esophagogastroduodenoscopy During Heller Myotomy: Evaluating Guidelines by Bruenderman, Elizabeth H., Bhutiani, Neal, Martin, Robert C. G., Fox, Matthew P., van Berkel, Victor H., Block, Stacy B., Kehdy, Farid J.

“…Background National guidelines suggest routine intraoperative esophagogastroduodenoscopy (EGD) during laparoscopic Heller myotomy (LHM) to assess for mucosal…”
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Evaluation of disease staging and chemotherapeutic response in non-small cell lung cancer from patient tumor-derived metabolomic data by Miller, Hunter A., Yin, Xinmin, Smith, Susan A., Hu, Xiaoling, Zhang, Xiang, Yan, Jun, Miller, Donald M., van Berkel, Victor H., Frieboes, Hermann B.

“…•Designs workflow for personalized prediction of response to first-line chemotherapy.•Performs systematic metabolomic analysis of lung cancer fresh tumor core…”
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Lung cancer survival prediction and biomarker identification with an ensemble machine learning analysis of tumor core biopsy metabolomic data by Miller, Hunter A., van Berkel, Victor H., Frieboes, Hermann B.

“…Introduction While prediction of short versus long term survival from lung cancer is clinically relevant in the context of patient management and therapy…”
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Evaluation of Lung Cancer Patient Response to First-Line Chemotherapy by Integration of Tumor Core Biopsy Metabolomics with Multiscale Modeling by Miller, Hunter A., Miller, Donald M., van Berkel, Victor H., Frieboes, Hermann B.

“…The standard of care for intermediate (Stage II) and advanced (Stages III and IV) non-small cell lung cancer (NSCLC) involves chemotherapy with taxane/platinum…”
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Strength in Numbers? The Limits of Big Data by van Berkel, Victor, MD, PhD

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Optimal Surgical Timing After Neoadjuvant Therapy for Stage IIIa Non-Small Cell Lung Cancer by Rice, Jonathan D., Heidel, Justin, Trivedi, Jaimin R., van Berkel, Victor H.

“…Patients with clinically/pathologically diagnosed stage IIIa non-small cell lung cancer (NSCLC) considered for surgery are recommended to undergo neoadjuvant…”
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Objective Donor Scoring System for Lung Transplantation by Whited, William M., Trivedi, Jaimin R., van Berkel, Victor H., Fox, Matthew P.

“…There is no objective method to estimate post–lung transplant survival solely on the basis of cumulative donor risk factors. The United Network Organ Sharing…”
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Pharmacokinetic/pharmacodynamic modeling of combination-chemotherapy for lung cancer by Curtis, Louis T., van Berkel, Victor H., Frieboes, Hermann B.

“…•Establishes a framework for evaluation of tumor response to combination chemotherapy.•Couples PK–PD multi-compartment models with a model of vascularized…”
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A novel technology to integrate imaging and clinical markers for non-invasive diagnosis of lung cancer by Shaffie, Ahmed, Soliman, Ahmed, Fu, Xiao-An, Nantz, Michael, Giridharan, Guruprasad, van Berkel, Victor, Khalifeh, Hadil Abu, Ghazal, Mohammed, Elmaghraby, Adel, El-baz, Ayman

“…This study presents a non-invasive, automated, clinical diagnostic system for early diagnosis of lung cancer that integrates imaging data from a single…”
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A Generalized Deep Learning-Based Diagnostic System for Early Diagnosis of Various Types of Pulmonary Nodules by Shaffie, Ahmed, Soliman, Ahmed, Fraiwan, Luay, Ghazal, Mohammed, Taher, Fatma, Dunlap, Neal, Wang, Brian, van Berkel, Victor, Keynton, Robert, Elmaghraby, Adel, El-Baz, Ayman

“…A novel framework for the classification of lung nodules using computed tomography scans is proposed in this article. To get an accurate diagnosis of the…”
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Lung cancer metabolomic data from tumor core biopsies enables risk-score calculation for progression-free and overall survival by Miller, Hunter A., Rai, Shesh N., Yin, Xinmin, Zhang, Xiang, Chesney, Jason A., van Berkel, Victor H., Frieboes, Hermann B.

“…Introduction Metabolomics has emerged as a powerful method to provide insight into cancer progression, including separating patients into low- and high-risk…”
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Too many nodules: Can we do better than computed tomography screening for lung cancer? by van Berkel, Victor, MD, PhD

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Ambulatory Extracorporeal Membrane Oxygenation Use in Patients Listed for Lung Transplant by Trivedi, Jaimin R, Endo, Toyokazu, Sharma, Anya, Fox, Matthew P, Slaughter, Mark S, van Berkel, Victor H

“…There has been an increase in the use of extracorporeal membrane oxygenation (ECMO) to bridge critically ill patients to lung transplant (LTX). This study…”
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Disease diagnosis and severity classification in pulmonary fibrosis using carbonyl volatile organic compounds in exhaled breath by Taylor, Matthew J., Chitwood, Corey P., Xie, Zhenzhen, Miller, Hunter A., van Berkel, Victor H., Fu, Xiao-An, Frieboes, Hermann B., Suliman, Sally A.

“…Pathophysiological conditions underlying pulmonary fibrosis remain poorly understood. Exhaled breath volatile organic compounds (VOCs) have shown promise for…”
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