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Bioinformatics and Machine Learning for Cancer Biology
| Bioinformatics and Machine Learning for Cancer Biology |
| Autore | Wan Shibiao |
| Pubbl/distr/stampa | Basel, : MDPI Books, 2022 |
| Descrizione fisica | 1 electronic resource (196 p.) |
| Soggetto topico |
Research & information: general
Biology, life sciences |
| Soggetto non controllato |
tumor mutational burden
DNA damage repair genes immunotherapy biomarker biomedical informatics breast cancer estrogen receptor alpha persistent organic pollutants drug-drug interaction networks molecular docking NGS ctDNA VAF liquid biopsy filtering variant calling DEGs diagnosis ovarian cancer PUS7 RMGs CPA4 bladder urothelial carcinoma immune cells T cell exhaustion checkpoint architectural distortion image processing depth-wise convolutional neural network mammography bladder cancer Annexin family survival analysis prognostic signature therapeutic target R Shiny application RNA-seq proteomics multi-omics analysis T-cell acute lymphoblastic leukemia CCLE sitagliptin thyroid cancer (THCA) papillary thyroid cancer (PTCa) thyroidectomy metastasis drug resistance biomarker identification transcriptomics machine learning prediction variable selection major histocompatibility complex bidirectional long short-term memory neural network deep learning cancer incidence mortality modeling forecasting Google Trends Romania ARIMA TBATS NNAR |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910595077403321 |
Wan Shibiao
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| Basel, : MDPI Books, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Multimodality Treatments in Metastatic Gastric Cancer
| Multimodality Treatments in Metastatic Gastric Cancer |
| Autore | Petrillo Angelica |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 electronic resource (162 p.) |
| Soggetto topico | Medicine |
| Soggetto non controllato |
advanced gastric cancer
precision medicine new drug development gastro-oesophageal cancer mutational concordance exome sequencing formalin fixed paraffin embedded biomarkers gastric cancer metastatic body composition sarcopenia visceral fat area subcutaneous fat area outcome toxicity liver metastasis conversion surgery hepatectomy stage iv gastric cancer immune checkpoint inhibitors Epstein Barr Virus tumor mutational burden microsatellite instability predictive biomarkers CAR T cell therapy vaccines nutritional status metastatic gastric cancer target therapy bone flare stage IV treatment RANK-L liquid biopsy circulating tumor cell cfDNA ctDNA epithelial-mesenchymal transition resistance to treatment HER2-inhibition VEGFR-inhibition immunotherapy response monitoring |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557390503321 |
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Petrillo Angelica
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Precision Medicine in Solid Tumors
| Precision Medicine in Solid Tumors |
| Autore | Dey Nandini |
| Pubbl/distr/stampa | Basel, : MDPI Books, 2022 |
| Descrizione fisica | 1 electronic resource (304 p.) |
| Soggetto topico |
Medicine
Oncology |
| Soggetto non controllato |
pediatric tumors
tumor mutational burden TMB whole-exome sequencing gene panel sequencing immune checkpoint inhibitors glioblastoma prognosis overall survival extent of resection random forest Decision tree personalized precision oncology circulating free DNA liquid biopsy epidermal growth factor receptor tyrosine kinase inhibitor osimertinib comprehensive genomic profiling molecular genotyping intratumor heterogeneity multiple biopsies tumor evolution clonality classification strategic therapeutic intervention thymoma driver mutation sequencing molecular barcoding EGFR mutation EGFR-TKI cfDNA NGS digital enrichment next-generation sequencing solid cancer universal health-care system precision medicine presumed germline findings clinical guideline non-small cell lung cancer outcome adjuvant chemotherapy anaplastic lymphoma receptor tyrosine kinase HNSCC ctDNA tDNA DDR genes PARP inhibitors new drug development next-generation sequencing (NGS) open data regulatory reform tumor profiling test triple-negative breast cancer (TNBC) breast cancer targeted therapy TNBC subtypes immunotherapy cancer screening smoking electronic records PD-L1 cancer-associated fibroblasts resistance chemotherapy CTC immunocytochemistry parallel double-detection laboratory-friendly |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910595078103321 |
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Dey Nandini
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| Basel, : MDPI Books, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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