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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 online resource (162 p.) |
| Soggetto topico | Medicine |
| Soggetto non controllato |
advanced gastric cancer
biomarkers body composition bone flare CAR T cell therapy cfDNA circulating tumor cell conversion surgery ctDNA epithelial-mesenchymal transition Epstein Barr Virus exome sequencing formalin fixed paraffin embedded gastric cancer gastro-oesophageal cancer hepatectomy HER2-inhibition immune checkpoint inhibitors immunotherapy liquid biopsy liver metastasis metastatic metastatic gastric cancer microsatellite instability mutational concordance n/a new drug development nutritional status outcome precision medicine predictive biomarkers RANK-L resistance to treatment response monitoring sarcopenia stage IV stage iv gastric cancer subcutaneous fat area target therapy toxicity treatment tumor mutational burden vaccines VEGFR-inhibition visceral fat area |
| 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 |
| Descrizione fisica | 1 online resource (304 p.) |
| Soggetto topico |
Medicine and Nursing
Oncology |
| Soggetto non controllato |
adjuvant chemotherapy
anaplastic lymphoma receptor tyrosine kinase breast cancer cancer cancer-associated fibroblasts cfDNA chemotherapy circulating free DNA clinical guideline clonality classification comprehensive genomic profiling CTC ctDNA DDR genes Decision tree digital enrichment driver mutation EGFR mutation EGFR-TKI electronic records epidermal growth factor receptor extent of resection gene panel sequencing glioblastoma prognosis HNSCC immune checkpoint inhibitors immunocytochemistry immunotherapy intratumor heterogeneity laboratory-friendly liquid biopsy molecular barcoding molecular genotyping multiple biopsies n/a new drug development next-generation sequencing next-generation sequencing (NGS) NGS non-small cell lung cancer open data osimertinib outcome overall survival parallel double-detection PARP inhibitors PD-L1 pediatric tumors personalized precision oncology precision medicine presumed germline findings random forest regulatory reform resistance screening sequencing smoking solid cancer strategic therapeutic intervention targeted therapy tDNA thymoma TMB TNBC subtypes triple-negative breast cancer (TNBC) tumor evolution tumor mutational burden tumor profiling test tyrosine kinase inhibitor universal health-care system whole-exome sequencing |
| 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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| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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