Computational Approaches in Theranostics: Mining and Predicting Cancer Data
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Title
Computational Approaches in Theranostics: Mining and Predicting Cancer Data
Authors
Keywords
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Journal
Pharmaceutics
Volume 11, Issue 3, Pages 119
Publisher
MDPI AG
Online
2019-03-14
DOI
10.3390/pharmaceutics11030119
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Note: Only part of the references are listed.- De novo design of potent and selective mimics of IL-2 and IL-15
- (2019) Daniel-Adriano Silva et al. NATURE
- Designing effective anticancer-radiopeptides. A Molecular Dynamics study of their interaction with model tumor and healthy cell membranes
- (2018) E. Capozzi et al. BIOCHIMICA ET BIOPHYSICA ACTA-BIOMEMBRANES
- Applications of metabolomics to study cancer metabolism
- (2018) Akash K. Kaushik et al. BIOCHIMICA ET BIOPHYSICA ACTA-REVIEWS ON CANCER
- Metabolomics in breast cancer: A decade in review
- (2018) Amelia McCartney et al. CANCER TREATMENT REVIEWS
- Recent advances in radiation oncology
- (2018) Young Kwok et al. CURRENT OPINION IN ONCOLOGY
- In-Silico Integration Approach to Identify a Key miRNA Regulating a Gene Network in Aggressive Prostate Cancer
- (2018) Claudia Cava et al. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES
- How Advances in Imaging Will Affect Precision Radiation Oncology
- (2018) David A. Jaffray et al. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS
- Ignoring the modeling approaches: Towards the shadowy paths in nanomedicine
- (2018) Parichehr Hassanzadeh et al. JOURNAL OF CONTROLLED RELEASE
- Computational Design of an RF Controlled Theranostic Model for Evaluation of Tissue Biothermal Response
- (2018) Bamidele Omotayo Awojoyogbe et al. Journal of Medical and Biological Engineering
- In silico identification of drug target pathways in breast cancer subtypes using pathway cross-talk inhibition
- (2018) Claudia Cava et al. Journal of Translational Medicine
- 2016 New Horizons Lecture: Beyond Imaging—Radiology of Tomorrow
- (2018) Hedvig Hricak RADIOLOGY
- Integrative analysis of imaging and transcriptomic data of the immune landscape associated with tumor metabolism in lung adenocarcinoma: Clinical and prognostic implications
- (2018) Hongyoon Choi et al. Theranostics
- Advances in Glioblastoma Multiforme Treatment: New Models for Nanoparticle Therapy
- (2018) Elif Ozdemir-Kaynak et al. Frontiers in Physiology
- Logical versus kinetic modeling of biological networks: applications in cancer research
- (2018) Laurence Calzone et al. Current Opinion in Chemical Engineering
- Structural Insights into the Osteopontin-Aptamer Complex by Molecular Dynamics Simulations
- (2018) Giovanni La Penna et al. Frontiers in Chemistry
- The New Age of -omics in Urothelial Cancer – Re-wording Its Diagnosis and Treatment
- (2018) Theodora Katsila et al. EBioMedicine
- Prospects for Theranostics in Neurosurgical Imaging: Empowering Confocal Laser Endomicroscopy Diagnostics via Deep Learning
- (2018) Mohammadhassan Izadyyazdanabadi et al. Frontiers in Oncology
- Moving Away From a One-Size-Fits-All Approach to Gastric Cancer
- (2018) Kelsey A. Klute Journal of Oncology Practice
- A Spectral Fiedler Field-based Contrast Platform for Imaging of Nanoparticles in Colon Tumor
- (2018) Chenang Liu et al. Scientific Reports
- Onco-Multi-OMICS Approach: A New Frontier in Cancer Research
- (2018) Sajib Chakraborty et al. Biomed Research International
- A Machine Learning Approach for the Classification of Kidney Cancer Subtypes Using miRNA Genome Data
- (2018) Ali Muhamed Ali et al. Applied Sciences-Basel
- A novel representation of inter-site tumour heterogeneity from pre-treatment computed tomography textures classifies ovarian cancers by clinical outcome
- (2017) Hebert Alberto Vargas et al. EUROPEAN RADIOLOGY
- A review of computational approaches detecting microRNAs involved in cancer
- (2017) Laura Cantini Frontiers in Bioscience-Landmark
- Clinical multi-omics strategies for the effective cancer management
- (2017) Byong Chul Yoo et al. Journal of Proteomics
- Application of modelling and nanotechnology-based approaches: The emergence of breakthroughs in theranostics of central nervous system disorders
- (2017) Parichehr Hassanzadeh et al. LIFE SCIENCES
- Sensitivity evaluation and selective plane imaging geometry for x-ray-induced luminescence imaging
- (2017) Bryan P. Quigley et al. MEDICAL PHYSICS
- Improving cancer imaging with magnetic nanoparticles: where are we now?
- (2017) Rainer Tietze et al. Nanomedicine
- TCSBN: a database of tissue and cancer specific biological networks
- (2017) Sunjae Lee et al. NUCLEIC ACIDS RESEARCH
- Development of Halofluorochromic Polymer Nanoassemblies for the Potential Detection of Liver Metastatic Colorectal Cancer Tumors Using Experimental and Computational Approaches
- (2017) Derek Reichel et al. PHARMACEUTICAL RESEARCH
- Molecular dissection of colorectal cancer in pre-clinical models identifies biomarkers predicting sensitivity to EGFR inhibitors
- (2017) Moritz Schütte et al. Nature Communications
- Cancer-derived Circulating MicroRNAs Promote Tumor Angiogenesis by Entering Dendritic Cells to Degrade Highly Complementary MicroRNAs
- (2017) Jiaqi Wang et al. Theranostics
- Data-driven reverse engineering of signaling pathways using ensembles of dynamic models
- (2017) David Henriques et al. PLoS Computational Biology
- Scalable Parameter Estimation for Genome-Scale Biochemical Reaction Networks
- (2017) Fabian Fröhlich et al. PLoS Computational Biology
- On the Integration of In Silico Drug Design Methods for Drug Repurposing
- (2017) Eric March-Vila et al. Frontiers in Pharmacology
- Patient-Derived Xenograft Models of Non-Small Cell Lung Cancer and Their Potential Utility in Personalized Medicine
- (2017) Katherine M. Morgan et al. Frontiers in Oncology
- Models of Models: A Translational Route for Cancer Treatment and Drug Development
- (2017) Lesley A. Ogilvie et al. Frontiers in Oncology
- Magnetic nanoparticles coated with polyarabic acid demonstrate enhanced drug delivery and imaging properties for cancer theranostic applications
- (2017) Maria Patitsa et al. Scientific Reports
- Relevance of deep learning to facilitate the diagnosis of HER2 status in breast cancer
- (2017) Michel E. Vandenberghe et al. Scientific Reports
- Quantification of Pathway Cross-talk Reveals Novel Synergistic Drug Combinations for Breast Cancer
- (2016) Samira Jaeger et al. CANCER RESEARCH
- MicroRNA Theranostics in Prostate Cancer Precision Medicine
- (2016) F. Matin et al. CLINICAL CHEMISTRY
- Overview of Systems Biology and Omics Technologies
- (2016) Bensu Karahalil CURRENT MEDICINAL CHEMISTRY
- Genetically engineered mouse models in oncology research and cancer medicine
- (2016) Kelly Kersten et al. EMBO Molecular Medicine
- Employing dynamical computational models for personalizing cancer immunotherapy
- (2016) Zvia Agur et al. EXPERT OPINION ON BIOLOGICAL THERAPY
- Computational modeling in melanoma for novel drug discovery
- (2016) Marzio Pennisi et al. Expert Opinion on Drug Discovery
- Beam and tissue factors affecting Cherenkov image intensity for quantitative entrance and exit dosimetry on human tissue
- (2016) Rongxiao Zhang et al. Journal of Biophotonics
- Approaches to Sample Size Determination for Multivariate Data: Applications to PCA and PLS-DA of Omics Data
- (2016) Edoardo Saccenti et al. JOURNAL OF PROTEOME RESEARCH
- Omics Profiling in Precision Oncology
- (2016) Kun-Hsing Yu et al. MOLECULAR & CELLULAR PROTEOMICS
- Deep learning for computational biology
- (2016) Christof Angermueller et al. Molecular Systems Biology
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- (2016) Yanlan Liu et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
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- (2016) Gloria Bertoli et al. SCANDINAVIAN JOURNAL OF CLINICAL & LABORATORY INVESTIGATION
- Modeling of signaling crosstalk-mediated drug resistance and its implications on drug combination
- (2016) Xiaoqiang Sun et al. Oncotarget
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- (2016) Christophe Champion et al. Theranostics
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- (2016) Zhen Cheng et al. Engineering
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- (2016) Kaylyn L. Devlin et al. PLoS One
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- (2016) Xiaoqiang Sun et al. Scientific Reports
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- (2015) Karen A Ryall et al. Journal of Cheminformatics
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- (2015) Gloria Bertoli et al. Theranostics
- Atlas of Cancer Signalling Network: a systems biology resource for integrative analysis of cancer data with Google Maps
- (2015) I Kuperstein et al. Oncogenesis
- Computational Modeling of Tumor Response to Drug Release from Vasculature-Bound Nanoparticles
- (2015) Louis T. Curtis et al. PLoS One
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- (2015) Stefano Tiziani et al. NEOPLASIA
- Personalized medicine approaches for colon cancer driven by genomics and systems biology: OncoTrack
- (2014) David Henderson et al. Biotechnology Journal
- A model reduction method for biochemical reaction networks
- (2014) Shodhan Rao et al. BMC Systems Biology
- Bridging Population and Tissue Scale Tumor Dynamics: A New Paradigm for Understanding Differences in Tumor Growth and Metastatic Disease
- (2014) Jill Gallaher et al. CANCER RESEARCH
- Uncovering influence links in molecular knowledge networks to streamline personalized medicine
- (2014) Dmitriy Shin et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Quantitative multimodality imaging in cancer research and therapy
- (2014) Thomas E. Yankeelov et al. Nature Reviews Clinical Oncology
- Combined Magnetic Nanoparticle-based MicroRNA and Hyperthermia Therapy to Enhance Apoptosis in Brain Cancer Cells
- (2014) Perry T. Yin et al. Small
- Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach
- (2014) Hugo J. W. L. Aerts et al. Nature Communications
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- (2013) Ana C. Lopes et al. EXPERIMENTAL AND TOXICOLOGIC PATHOLOGY
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- (2013) F. Peyrade et al. HAEMATOLOGICA
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- (2013) Sascha Dietrich et al. JOURNAL OF CLINICAL ONCOLOGY
- Reverse engineering and identification in systems biology: strategies, perspectives and challenges
- (2013) A. F. Villaverde et al. Journal of the Royal Society Interface
- Computational nanomedicine: modeling of nanoparticle-mediated hyperthermal cancer therapy
- (2013) Chanchala D Kaddi et al. Nanomedicine
- A Computational Model for Predicting Nanoparticle Accumulation in Tumor Vasculature
- (2013) Hermann B. Frieboes et al. PLoS One
- High-Throughput miRNA and mRNA Sequencing of Paired Colorectal Normal, Tumor and Metastasis Tissues and Bioinformatic Modeling of miRNA-1 Therapeutic Applications
- (2013) Christina Röhr et al. PLoS One
- Multi-scale agent-based modeling on melanoma and its related angiogenesis analysis
- (2013) Jun Wang et al. Theoretical Biology and Medical Modelling
- Biological network analysis: insights into structure and functions
- (2012) X. Ma et al. Briefings in Functional Genomics
- Rapid response of biallelicBRAFV600E mutated hairy cell leukaemia to low dose vemurafenib
- (2012) George A. Follows et al. BRITISH JOURNAL OF HAEMATOLOGY
- Reconsidering the Paradigm of Cancer Immunotherapy by Computationally Aided Real-time Personalization
- (2012) Y. Kogan et al. CANCER RESEARCH
- Using genetically engineered mouse models to validate candidate cancer genes and test new therapeutic approaches
- (2012) Martine H van Miltenburg et al. CURRENT OPINION IN GENETICS & DEVELOPMENT
- Surface modification of the TiO2nanoparticle surface enables fluorescence monitoring of aggregation and enhanced photoreactivity
- (2012) Kara Kamps et al. Integrative Biology
- Is standard multivariate analysis sufficient in clinical and epidemiological studies?
- (2012) Tânia F.G.G. Cova et al. JOURNAL OF BIOMEDICAL INFORMATICS
- The effect of interstitial pressure on tumor growth: Coupling with the blood and lymphatic vascular systems
- (2012) Min Wu et al. JOURNAL OF THEORETICAL BIOLOGY
- Molecular imaging for personalized cancer care
- (2012) Moritz F. Kircher et al. Molecular Oncology
- Prediction in the face of uncertainty: A Monte Carlo-based approach for systems biology of cancer treatment
- (2012) Christoph Wierling et al. MUTATION RESEARCH-GENETIC TOXICOLOGY AND ENVIRONMENTAL MUTAGENESIS
- Multi-Parametric Analysis and Modeling of Relationships between Mitochondrial Morphology and Apoptosis
- (2012) Yara Reis et al. PLoS One
- Molecular Imaging with Theranostic Nanoparticles
- (2011) Jesse V. Jokerst et al. ACCOUNTS OF CHEMICAL RESEARCH
- Multiscale Cancer Modeling
- (2011) Thomas S. Deisboeck et al. Annual Review of Biomedical Engineering
- Novel Computational Approaches to Polypharmacology as a Means to Define Responses to Individual Drugs
- (2011) Lei Xie et al. Annual Review of Pharmacology and Toxicology
- A mathematical model of combined bacillus Calmette-Guerin (BCG) and interleukin (IL)-2 immunotherapy of superficial bladder cancer
- (2011) Svetlana Bunimovich-Mendrazitsky et al. JOURNAL OF THEORETICAL BIOLOGY
- SimB16: Modeling Induced Immune System Response against B16-Melanoma
- (2011) Francesco Pappalardo et al. PLoS One
- An Integrated Disease/Pharmacokinetic/Pharmacodynamic Model Suggests Improved Interleukin-21 Regimens Validated Prospectively for Mouse Solid Cancers
- (2011) Moran Elishmereni et al. PLoS Computational Biology
- A First Attempt to Bring Computational Biology into Advanced High School Biology Classrooms
- (2011) Suzanne Renick Gallagher et al. PLoS Computational Biology
- Modeling the competition between lung metastases and the immune system using agents
- (2010) Marzio Pennisi et al. BMC BIOINFORMATICS
- In vivo MRI multicontrast kinetic analysis of the uptake and intracellular trafficking of paramagnetically labeled liposomes
- (2010) Daniela Delli Castelli et al. JOURNAL OF CONTROLLED RELEASE
- Predicting Outcomes of Prostate Cancer Immunotherapy by Personalized Mathematical Models
- (2010) Natalie Kronik et al. PLoS One
- Chemometrics in metabolomics—A review in human disease diagnosis
- (2009) Rasmus Madsen et al. ANALYTICA CHIMICA ACTA
- Computational Modeling and Real-Time Control of Patient-Specific Laser Treatment of Cancer
- (2009) D. Fuentes et al. ANNALS OF BIOMEDICAL ENGINEERING
- Quantitative Metabolome Profiling of Colon and Stomach Cancer Microenvironment by Capillary Electrophoresis Time-of-Flight Mass Spectrometry
- (2009) A. Hirayama et al. CANCER RESEARCH
- Application of1H NMR-based metabonomics in the study of metabolic profiling of human hepatocellular carcinoma and liver cirrhosis
- (2009) Hongchang Gao et al. CANCER SCIENCE
- Fuzzy modeling of signal transduction networks
- (2009) Zuyi Huang et al. CHEMICAL ENGINEERING SCIENCE
- Monte Carlo Simulations and Atomic Calculations for Auger Processes in Biomedical Nanotheranostics†
- (2009) Maximiliano Montenegro et al. JOURNAL OF PHYSICAL CHEMISTRY A
- A modeling analysis of the effects of molecular size and binding affinity on tumor targeting
- (2009) M. M. Schmidt et al. MOLECULAR CANCER THERAPEUTICS
- Metabolomic profiles delineate potential role for sarcosine in prostate cancer progression
- (2009) Arun Sreekumar et al. NATURE
- Development and validation of a gas chromatography/mass spectrometry method for the metabolic profiling of human colon tissue
- (2009) Mainak Mal et al. RAPID COMMUNICATIONS IN MASS SPECTROMETRY
- Metabonomic profiling of renal cell carcinoma: High-resolution proton nuclear magnetic resonance spectroscopy of human serum with multivariate data analysis
- (2008) Hongchang Gao et al. ANALYTICA CHIMICA ACTA
- Metabolomics in biomarker discovery: future uses for cancer prevention
- (2008) Young S Kim et al. Future Oncology
- Immunotherapy with Interleukin-2: A Study Based on Mathematical Modeling
- (2008) Sandip Banerjee International Journal of Applied Mathematics and Computer Science
- Early prediction of lung cancer based on the combination of trace element analysis in urine and an Adaboost algorithm
- (2008) Chao Tan et al. JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS
- Benign and Atypical Meningioma Metabolic Signatures by High-Resolution Magic-Angle Spinning Molecular Profiling
- (2008) Daniel Monleón et al. JOURNAL OF PROTEOME RESEARCH
- Metabolic Profiling of Human Colorectal Cancer Using High-Resolution Magic Angle Spinning Nuclear Magnetic Resonance (HR-MAS NMR) Spectroscopy and Gas Chromatography Mass Spectrometry (GC/MS)
- (2008) Eric Chun Yong Chan et al. JOURNAL OF PROTEOME RESEARCH
- Detection of Bladder Cancer in Human Urine by Metabolomic Profiling Using High Performance Liquid Chromatography/Mass Spectrometry
- (2008) Haleem J. Issaq et al. JOURNAL OF UROLOGY
- Urine Metabolomics Analysis for Kidney Cancer Detection and Biomarker Discovery
- (2008) Kyoungmi Kim et al. MOLECULAR & CELLULAR PROTEOMICS
- Metabolite profiling of fecal water extracts from human colorectal cancer
- (2008) Daniel Monleón et al. NMR IN BIOMEDICINE
- The metabolites citrate, myo-inositol, and spermine are potential age-independent markers of prostate cancer in human expressed prostatic secretions
- (2008) Natalie J. Serkova et al. PROSTATE
- A metabonomic approach to the diagnosis of oral squamous cell carcinoma, oral lichen planus and oral leukoplakia
- (2007) Shi-Kai Yan et al. ORAL ONCOLOGY
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