Search Results - "Cancer staging"

PET/CT in cancer : an interdisciplinary approach to individualized imaging by ScienceDirect (Online service)

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Prostate cancer : science and clinical practice by ScienceDirect (Online service)

Contents: “…-- High-Grade Prostatic Intraepithelial Neoplasia -- Update on the Regulation of Apoptosis in Prostate Cancer -- Prostate Cancer with Other Primary Malignancies -- Angiogenesis, Growth Factors, Microvessel Density, p53 and p21 in Prostate Cancer -- Staging of Prostate Cancer, PSA Issues leading up to Prostate Biopsy and Biopsy Technique -- Prostate biopsy: Who, how and when? …”
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Advances in cancer treatment : from systemic chemotherapy to targeted therapy by Cavalcanti, Iago Dillion Lima, Soares, José Cleberson Santos

Contents: “…-- Cancer Epidemiology -- Cancer development and immunology -- Cell cycle -- Cell cycle control: the function of cyclins -- Cancer triggering agents -- Proto-oncogenes -- Tumor suppressor genes -- Development of tumor mass -- Cancer Immunology -- Discovery of tumor markers -- Cancer diagnosis -- Impact of the discovery of tumor markers -- Main tumor markers for cancer diagnosis -- Alpha-fetoprotein (AFP) -- Human Chorionic Gonadotropin (SHCG) -- Mucin-like cancer-associated antigen (MCA) -- CA 15.3 -- Carcinoembryonic antigen (CEA) -- Bladder tumor antigen (BTA) -- Telomerase -- Nuclear matrix protein (NMP 22) -- Cyfra 21.1 -- Prostatic acid phosphatase (PAP) -- Prostate-specific antigen (PSA) -- CA 125 -- CA 19.9 -- p53 -- CA 72.4 -- K-ras -- HER2 -- Cancer staging -- Conventional cancer treatment -- Therapeutic modalities of cancer -- Surgery -- Radiotherapy -- Antineoplastic chemotherapy -- Classification of antineoplastic agents by cycle -- Specific cycle antineoplastics -- Nonspecific antineoplastic agents -- Classification of antineoplastic agents by chemical structure and function -- Alkylating agents -- Antimetabolites -- Plant-derived antineoplastics -- Antitumor antibiotics -- Chemotherapy toxicity -- Hematological toxicity -- Liver toxicity -- Cardiac toxicity -- Anthracyclines -- Fluoropyrimidine -- Taxanes -- Pulmonary toxicity -- Neurological toxicity -- Renal toxicity -- Gastrointestinal toxicity -- Metabolic changes -- Targeted therapies in cancer treatment -- Overexpressed receptors on tumor cells -- Immunotherapy -- Monoclonal antibodies -- Types of monoclonal antibodies -- Side effects of monoclonal antibodies -- Checkpoint Inhibitors -- Side effects of checkpoint inhibitors -- Cancer Vaccines -- Vaccines in cancer prevention -- Vaccines for the treatment of cancer -- Non-specific immunotherapies -- Tyrosine kinase inhibitors -- Imatinib -- Gefitinib -- Erlotinib -- Sorafenib -- Dasatinib -- Nilotinib -- Lapatinib -- Adverse events of tyrosine kinase inhibitors -- Conventional chemotherapy vs. targeted therapy -- Differences between conventional chemotherapy and targeted therapy -- Risks and benefits of conventional chemotherapy compared to targeted therapy -- Eligibility criteria for the indication of the targeted therapy -- Side effects of targeted therapy -- Can targeted therapy replace conventional chemotherapy? …”
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Diffusion weighted imaging of the gastrointestinal tract : techniques and clinical applications by SpringerLink (Online service)

Contents: “…5.2 DWI for Primary Rectal Cancer Staging5.2.1 DWI for Rectal Tumour Detection; 5.2.2 DWI for Rectal Tumour Staging; 5.2.3 DWI for Lymph Node Staging; 5.3 DWI for Tumour Restaging After Chemoradiotherapy; 5.3.1 DWI for Tumour Response Assessment; 5.3.2 DWI for Mesorectal Fascia Assessment After CRT; 5.3.3 DWI for Nodal Restaging; 5.4 DWI for Follow-Up After Treatment; 5.5 DWI as a Prognostic Marker; 5.6 Pitfalls in Rectal DWI; References; 6: Anal Canal; 6.1 Introduction; 6.2 Locoregional Staging of Anal Cancer (Baseline); 6.3 Locoregional Staging of Anal Cancer After Treatment.…”
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Colorectal cancer liver metastases : a comprehensive guide to management by SpringerLink (Online service)

Contents: “…Role of Imaging in Surgical Planning for CRLM -- Vascular Assessment -- Liver Volumetry -- Conclusion -- References -- 6: Staging Classifications of Colorectal Liver Metastases -- Introduction -- Prognostic Factors for CRLM Patients Undergoing Liver Resection -- Staging System for CRLM -- TNM Cancer Staging System for Colon and Rectum Cancer -- Japanese Staging System for CRLM -- Risk Scoring Systems for CRLM Patients Undergoing Liver Resection -- Validation Study of Risk Scoring Systems for CRLM Patients Treated with Liver Resection -- New Aspects of the Prognostic Score System.…”
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Genitourinary pathology : practical advances by SpringerLink (Online service)

Contents: “…Anatomy of the Prostate Revisited: Implications for Prostate Biopsy and Zonal Origins of Prostate Cancer -- Contemporary Gleason Grading System -- Contemporary Prostate Cancer Staging -- Prostate Cancer Reporting on Biopsy and Radical Prostatectomy Specimens -- Unusual Epithelial and Non-Epithelial Neoplasms of the Prostate -- Management Implications Associated with Unusal Morphologic Entities of the Prostate -- Nomograms for Prostate Cancer Decision-Making -- Genetic Determinants of Familial and Hereditary Prostate Cancer -- New Molecular Markers of Diagnosis and Prognosis in Prostate Cancer -- Intraoperative Consultation for Prostate Tumors: Challenges and Implications for Treatment -- Genomics and Epigenomics of Prostate Cancer -- Anatomy of the Urinary Bladder Revisited: Implications for Diagnosis and Staging of Bladder Cancer -- Classification and Histologic Grading of Urothelial Neoplasms by the WHO 2004 (ISUP 1998) Criteria -- Reporting of Bladder Cancer in TURBT and Cystectomy Specimens -- Urothelial Carcinoma Variants: Morphology and Association with Outcomes -- Independent Predictos of Clinical Outcomes and Prediction Models on Bladder and Upper Urinary Tract Cancer -- Familial Urothelial Carcinomas -- New Molecular Markers with Diagnostic and Prognostic Values in Bladder Cancer -- Intraoperative Consultation for Bladder Tumors: Challenges and Implications for Treatment -- Genetic and Epigenetic Alterations in Urothelial Carcinoma -- Urine Cytology -- Anatomy of the Kidney Revisited: Implications for Diagnosis and Staging of Renal Cell Carcinoma -- Classification of Adult Renal Tumors and Grading of Renal Cell Carcinoma -- Tumor Staging for Renal Pathology -- Surgical Pathology Reporting of Renal Cell Carcinomas -- Newly Described Entities in Renal Tumor Pathology -- Clinical and Management Implications Associated with Histologic Subtypes of Renal Cell Carcinomas -- Independent Predictors of Clinical Outcomes and Prediction Models for Renal Tumor Pathology -- Pathology of Inherited Forms of Renal Carcinoma -- The Utility of Immunohistochemistry in the Differential Diagnosis of Renal Cell Carcinomas -- Intraoperative Consultations for Renal Masses: Challenges and Implications for Treatment -- Genetic and Epigenetic Alterations in Renal Cell Carcinoma -- Role of Needle Biopsy in Renal Masses: Past, Present, Future -- Anatomy of the Testis and Staging of its Cancers: Implications for Diagnosis -- Classification of Testicular Tumors -- Testicular Cancer Reporting on Radical Orchiectomy and Retroperitoneal Lymph Node Dissection After Treatment -- Difficult or Newly Described Morphologic Entities in Testicular Neoplasia -- Clinical Implications of the Differnt Histologic Subtypes of Testicular Tumors -- Familial Syndromes Associated with Testicular Tumors -- Molecular and Immunohistochemical Markers of Diagnostic and Prognostic Value in Testicular Tumors -- Intraoperative Consultations for Testicular Tumors: Challenges and Implications for Treatment -- Genetic and Epigenetic Alterations in Testicular Tumors.…”
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Uterine cancer : diagnosis and treatment by SpringerLink (Online service)

Contents: “….- Section III- Surgical Anatomy & Early Stage Endometrial Cancer Surgical Anatomy of the Uterus -- Endometrial Cancer Staging -- Sentinel Node Evaluation in Endometrial Cancer -- Surgery for Carcinoma Endometrium -- Ovarian preservation in carcinoma endometrium -- The Role of Lymphadenectomy in Endometrial Cancer -- Extra-peritoneal Laparoscopic Para-aortic Lymphadenectomy in Endometrial Cancer: Rationale & Surgical Technique -- Role of Laparoscopic and Robotic Surgery in Endometrial Cancer? …”
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Head and neck cancer : multimodality management Second edition. by SpringerLink (Online service)

Contents: “…Ch. 1: Epidemiology and Aetiology of Head and Neck Cancers -- Ch. 2: Head and Neck Cancer Prevention -- Ch. 3: Cellular and Molecular Pathology of Head and Neck Tumors -- Ch. 4: Oncogenomics/Proteomics of Head and Neck Cancers -- Ch. 5: Genetics and Epigenetics of Head and Neck Cancer -- Ch. 6: Immunology of Head and Neck Cancer -- Ch. 7: Biomarkers in Head and Neck Cancer -- Ch. 8: HPV and EBV in Head and Neck Cancer -- Ch. 9: Head and Neck Cancer Staging and Prognosis: Perspectives of the UICC and the AJCC -- Ch. 10: Preclinical Models of Head and Neck Squamous Cell Carcinoma -- Ch. 11: Translational Research in Head and Neck Oncology -- Ch. 12: Hypoxia in Head and Neck Cancers: Clinical Relevance and Treatment -- Ch. 13: Imaging of Head and Neck Cancers -- Ch. 14: Ultrasound Investigations in Head & Neck Cancer Patients -- Ch. 15: Sentinel Node Biopsy -- Ch. 16: Intensity-Modulated Radiation Therapy for Head and Neck Cancer -- Ch. 17: Stereotactic Radiotherapy in Head and Neck Cancer Patients -- Ch. 18: Proton Beam Therapy for Head and Neck Cancer -- Ch. 19: Principles of Systemic Chemotherapy for Squamous Cell Head and Neck Cancer -- Ch. 20: Molecular Targeted Therapies in Head and Neck Cancer -- Ch. 21: Laser Endoscopic Treatment -- Ch. 22: Transoral robotic surgery in head and neck cancer -- Ch. 23: Multidisciplinary Management of Skull Base and Superstructure Tumors -- Ch. 24: Multidisciplinary management of oral cavity and maxillary sinus cancers -- Ch. 25: Oral Oncology -- Ch. 26: Management of Nasopharyngeal Carcinoma -- Ch. 27: Multidisciplinary management of oropharynx carcinomas -- Ch. 28: Multidisciplinary Management of Hypopharyngeal Carcinoma -- Ch. 29: Cancers of the Larynx: Tis, T1, T2 Evaluation and Management -- Ch. 30: Diagnosis and Multidisciplinary Treatment of Laryngeal Cancers -- Ch. 31: Programs of Organ and Function Preservation -- Ch. 32: Principles and New Approaches in Surgical Reconstruction -- Ch. 33: Multidisciplinary treatment of the neck -- Ch. 34: Postoperative Management of High-Risk Resectable Head and Neck Cancer -- Ch. 35: Multidisciplinary Approach of Unresectable Head and Neck Cancer -- Ch. 36: Management of Salivary Gland Cancer -- Ch. 37: Primary Mucosal Melanomas of the Head and Neck -- Ch. 38: Head & Neck Cutaneous Melanoma -- Ch. 39: Cervical Lymph Node Metastases Of Squamous Cell Carcinoma From An Unknown Primary Site -- Ch. 40: The Management of Thyroid and Parathyroid Cancer -- Ch. 41: Head and Neck Paragangliomas -- Ch. 42: Systemic Treatment of Recurrent/Metastatic Squamous Cell Carcinoma of the Head and Neck -- Ch. 43: Phase I study methodology in head and neck oncology -- Ch. 44: Treatment of the Elderly Head and Neck Cancer Patient -- Ch. 45: Normal Tissue Complications and Protection in Head and Neck Cancer Patients -- Ch. 46: Advances in Management of Complications for Head and Neck Cancer Therapy -- Ch. 47: Rehabilitation of Heavily Treated Head and Neck Cancer Patients -- Ch. 48: Salvage Therapy in Head and Neck Cancer Patients -- Ch. 49: Quality of Life in Head and Neck Cancer Patients -- Ch. 50: Psycho-oncologic aspects of head and neck cancer patients -- Ch. 51: Advances in Nanomedicine for Head and Neck Cancer -- Ch. 52: Head and Neck Quality Assurance 2014.…”
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Breast disease : management and therapies. Volume 2 Second edition. by SpringerLink (Online service)

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Bioinformatics and Biomedical Engineering : 10th International Work-Conference, IWBBIO 2023, Meloneras, Gran Canaria, Spain, July 12-14, 2023, Proceedings. Part I by IWBBIO (Conference) Meloneras, Maspalomas, Canary Islands) Gran Canaria, Canary Islands), SpringerLink (Online service)

Contents: “…Biomarker Identification -- Novel Gene Signature for Bladder Cancer Stage Identification -- 1 Introduction -- 2 Data Description -- 3 Metodology -- 3.1 Differential Expressed Genes Extraction and Visualization -- 3.2 Development of Classification Models -- 4 Results and Discussion -- 4.1 Gene Enrichment -- 5 Conclusions -- References -- Predicting Cancer Stage from Circulating microRNA: A Comparative Analysis of Machine Learning Algorithms -- 1 Introduction -- 2 Materials and Methods -- 2.1 Study Cohort -- 2.2 Algorithms -- 2.3 Evaluation Metrics -- 2.4 Experimental Design.…”
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Head and neck cancer : multimodality management by SpringerLink (Online service)

Contents: “…Epidemiology and Aetiology of Head and Neck Cancers -- Head and Neck Cancer Prevention -- Cellular and Molecular Pathology of Head and Neck Tumors -- Oncogenomics/Proteomics of Head and Neck Cancers -- Genetics and Epigenetics of Head and Neck Cancer -- Immunology of Head and Neck Cancer -- HPV and EBV in Head and Neck Cancer -- Head and Neck Cancer Staging and Prognosis: Perspectives of the UICC and the AJCC -- Biomarkers in Head and Neck Cancer -- Hypoxia in Head and Neck Cancers: Clinical Relevance and Treatment -- Translational Research in Head and Neck Oncology -- Preclinical Models of Head and Neck Squamous Cell Carcinoma -- Morphologic Investigations in Head and Neck Cancer -- Ultrasound Investigations in Head and Neck Cancer Patients -- Functional Imaging -- Sentinel Node Biopsy for Head and Neck Cancer -- Approaches to Supportive Care -- Intensity-Modulated Radiation Therapy for Head and Neck Cancer -- Principles of Systemic Chemotherapy for Squamous Cell Head and Neck Cancer -- Molecular Targeted Therapies in Head and Neck Cancer -- Phase I Study Methodology in Head and Neck Oncology -- Evidence-Based Head and Neck Oncology: Principles and Pitfalls -- Programs of Organ and Function Preservation -- Multidisciplinary Approach of Unresectable Head and Neck Cancer -- Laser Endoscopic Treatment -- Multidisciplinary Management of Skull Base and Superstructure Tumors.…”
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Atlas of minimally invasive surgery for lung and esophageal cancer by SpringerLink (Online service)

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Diagnostic Imaging for Thoracic Surgery : a Manual for Surgeons and Radiologists by SpringerLink (Online service)

Contents: “…1.7.2 Tracheal Devices1.7.3 Esophageal Devices; 1.7.4 Cardiovascular Devices; References; 2: Indications to the Use of Computed Tomography in Thoracic Pathologies; 2.1 Basic Technical Principles; 2.1.1 Advantages and Disadvantages; 2.2 Clinical Indications and Guidelines; 2.2.1 Neoplastic Diseases; 2.2.1.1 Neoplastic: Low-Dose CT in Lung Cancer Screening; 2.2.1.2 Neoplastic: CT in the Management of Small Pulmonary Nodules; 2.2.1.3 Neoplastic: CT in Lung Cancer Staging; 2.2.1.4 Neoplastic: CT in Lymphoma Staging; 2.2.1.5 Neoplastic: CT in Esophageal Cancer.…”
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PET/CT in lung cancer by SpringerLink (Online service)

Contents: “…3.2 Diagnosis3.3 Radiological Diagnosis; 3.4 Pathologic Diagnosis; 3.5 Staging; 3.6 Lung Cancer Staging System [9] (Table 3.1); 3.7 Management; 3.7.1 Early-Stage Lung Cancer; 3.7.1.1 Surgery; 3.7.1.2 Nonsurgical Management; Radiotherapy and Stereotactic Body Radiotherapy (SBRT); Radiofrequency Ablation; Adjuvant Chemotherapy; Adjuvant Radiotherapy; 3.7.2 Management of N2 Disease; 3.7.3 Management of Locally Advanced Unresectable Lung Cancer; 3.7.4 Management of Stage IV Disease; 3.7.5 Small Cell Lung Cancer; References; 4: Radiological Imaging in Lung Cancer.…”
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Artificial intelligence and data science : first International Conference, ICAIDS 2021, Hyderabad, India, December 17-18, 2021 by International Conference on Artificial Intelligence and Data Sciences Hyderabad, India, SpringerLink (Online service)

Contents: “…Intro -- Preface -- Organization -- Contents -- Artificial Intelligence -- Comparative Analysis of Advanced Machine Learning Based Techniques to Identify the Lung Cancer: A Review -- 1 Introduction -- 2 Background of Cancer Stages with Machine Learning -- 2.1 Lung Cancer Detection in Related Works -- 2.2 Additional Methods -- 3 Background of Cancer Stages with Machine Learning -- 4 Performance Analysis of Existing Techniques and Discussion -- 5 Conclusion -- References -- Classification and Identification of Objects in Images Using CNN -- 1 Introduction -- 2 Novelty -- 3 Background.…”
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Third Congress on Intelligent Systems : proceedings of CIS 2022. Volume 1 by Congress on Intelligent Systems Bangalore, India, SpringerLink (Online service)

Contents: “…BGR Images based Human Fall detection using resnet-50 and lstm -- Chapter 15. Presaging Cancer Stage Classification by extracting influential features from Breast/Lung/Prostate cancer clinical datasets based on TNM model.…”
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Artificial intelligence and digitalization for sustainable development : 10th EAI International Conference, ICAST 2022, Bahir Dar, Ethiopia, November 4-6, 2022, Proceedings by International Conference on Advancement of Science and Technology Bahir Dar, Ethiopia, SpringerLink (Online service)

Contents: “…Amharic Text Complexity Classification using Supervised Machine Learning -- Process Parameter Optimization of Single Lap-Adhesive Joint Date Palm Fiber Reinforced Polyester Composite Using ANN-Genetic Algorism -- Process Parameter Optimization of Single Lap-Bolt Joint Date Palm Fiber Reinforced Polyester Composite Using ANN-Genetic Algorism -- Applications of Artificial Intelligence for Fault Diagnosis of Rotating Machines: A Review -- A Finite Time Trajectory Tracking of Mobile Robot Using Cascaded Terminal Sliding Mode Control Under Presence of Random Gaussian Disturbance -- Artificial intelligence-based Breast and Cervical Cancer Diagnosis and Management System -- Numerical Simulation and Optimization of a locally built Midibus Structure in Quasi-static and Rollover Condition -- Transfer Learning with Pre-trained CNNs for Breast Cancer Stage Identification -- Fuzzy Sliding Mode Controller Based Trajectory Tracking Control of Free Flying Space Robot Manipulator System -- Prediction of Teff Yield using Machine Learning -- Amharic Character Recognition Using Deep Convolutional Neural Network -- Assistive Smart Cane Technology for Visually Impaired Peoples: A Review -- A Headphone Based Heart Rate (Hr) and Heart Rate Variability (Hrv) Monitoring Unit -- Amharic Sentence-level Word Sense disambiguation using Transfer Learning -- Deep Complex-valued Neural Networks for Massive MIMO Signal Detection -- Design and performance analysis of a multi-level fuzzy-based stabilizer to dampen low frequency oscillation in single-machine infinite bus systems -- Super Twisting Sliding Mode Controller for Trajectory Tracking Control of Autonomous Ground Vehicle System -- Trajectory Tracking of a Two-Wheeled Mobile Robot Using Backstepping and Nonlinear PID Controller.…”
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Medical image computing and computer assisted intervention -- MICCAI 2020 : 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings. Part V by International Conference on Medical Image Computing and Computer-Assisted Intervention Online, SpringerLink (Online service)

Contents: “…Biological, Optical, Microscopic Imaging -- Channel Embedding for Informative Protein Identification from Highly Multiplexed Images -- Demixing Calcium Imaging Data in C. elegans via Deformable Non-negative Matrix Factorization -- Automated Measurements of Key Morphological Features of Human Embryos for IVF -- A Novel Approach to Tongue Standardization and Feature Extraction -- Patch-based Non-Local Bayesian Networks for Blind Confocal Microscopy Denoising -- Attention-guided Quality Assessment for Automated Cryo-EM Grid Screening -- MitoEM Dataset: Large-scale 3D Mitochondria Instance Segmentation from EM Images -- Learning Guided Electron Microscopy with Active Acquisition -- Neuronal Subcompartment Classification and Merge Error Correction -- Microtubule Tracking in Electron Microscopy Volumes -- Leveraging Tools from Autonomous Navigation for Rapid, Robust Neuron Connectivity -- Statistical Atlas of C.elegans Neurons -- Probabilistic Segmentation and Labeling of C. elegans Neurons -- Segmenting Continuous but Sparsely-Labeled Structures in Super-Resolution Microscopy Using Perceptual Grouping -- DISCo: Deep learning, Instance Segmentation, and Correlations for cell segmentation in calcium imaging -- Isotropic Reconstruction of 3D EM Images with Unsupervised Degradation Learning -- Background and illumination correction for time-lapse microscopy data with correlated foreground -- Joint Spatial-Wavelet Dual-Stream Network for Super-Resolution -- Towards Neuron Segmentation from Macaque Brain Images: A Weakly Supervised Approach -- 3D Reconstruction and Segmentation of Dissection Photographs for MRI-free Neuropathology -- DistNet: Deep Tracking by displacement regression: application to bacteria growing in the Mother Machine -- A weakly supervised deep learning approach for detecting malaria and sickle cell anemia in blood films -- Imaging Scattering Characteristics of Tissue in Transmitted Microscopy -- Attention based multiple instance learning for classification of blood cell disorders -- A generative modeling approach for interpreting population-level variability in brain structure -- Processing-Aware Real-Time Rendering for Optimized Tissue Visualization in Intraoperative 4D OCT -- Cell Segmentation and Stain Normalization -- Boundary-assisted Region Proposal Networks for Nucleus Segmentation -- BCData: A Large-Scale Dataset and Benchmark for Cell Detection and Counting -- Weakly-Supervised Nucleus Segmentation Based on Point Annotations: A Coarse-to-Fine Self-Stimulated Learning Strategy -- Structure Preserving Stain Normalization of Histopathology Images Using Self Supervised Semantic Guidance -- A Novel Loss Calibration Strategy for Object Detection Networks Training on Sparsely Annotated Pathological Datasets -- Histopathological Stain Transfer Using Style Transfer Network With Adversarial Loss -- Instance-aware Self-supervised Learning for Nuclei Segmentation -- StyPath: Style-Transfer Data Augmentation For Robust Histology Image Classification -- Multimarginal Wasserstein Barycenter for Stain Normalization and Augmentation -- Corruption-Robust Enhancement of Deep Neural Networks for Classification of Peripheral Blood Smear Images -- Multi-Field of View Aggregation and Context Encoding for Single-Stage Nucleus Recognition -- Self-Supervised Nuclei Segmentation in Histopathological Images Using Attention -- FocusLiteNN: High Efficiency Focus Quality Assessment for Digital Pathology -- Histopathology Image Analysis -- Pairwise Relation Learning for Semi-supervised Gland Segmentation -- Ranking-Based Survival Prediction on Histopathological Whole-Slide Images -- Renal Cell Carcinoma Detection and Subtyping with Minimal Point-Based Annotation in Whole-Slide Images -- Censoring-Aware Deep Ordinal Regression for Survival Prediction from Pathological Images -- Tracing Diagnosis Paths on Histopathology WSIs for Diagnostically Relevant Case Recommendation -- Weakly supervised multiple instance learning histopathological tumor segmentation -- Divide-and-Rule: Self-Supervised Learning for Survival Analysis in Colorectal Cancer -- Microscopic fine-grained instance classification through deep attention -- A Deformable CRF Model for Histopathology Whole-slide Image Classification -- Deep Active Learning for Breast Cancer Segmentation on Immunohistochemistry Images -- Multiple Instance Learning with Center Embeddings for Histopathology Classification -- Graph Attention Multi-instance Learning for Accurate Colorectal Cancer Staging -- Deep Interactive Learning: An Efficient Labeling Approach for Deep Learning-Based Osteosarcoma Treatment Response Assessment -- Modeling Histological Patterns for Differential Diagnosis of Atypical Breast Lesions -- Foveation for Segmentation of Mega-pixel Histology Images -- Multimodal Latent Semantic Alignment for Automated Prostate Tissue Classification and Retrieval -- Ophthalmology -- GREEN: a Graph REsidual rE-ranking Network for Grading Diabetic Retinopathy -- Combining Fundus Images and Fluorescein Angiography for Artery/Vein Classification Using the Hierarchical Vessel Graph Network -- Adaptive Dictionary Learning Based Multimodal Branch Retinal Vein Occlusion Fusion -- TR-GAN: Topology Ranking GAN with Triplet Loss for Retinal Artery/Vein Classification -- DeepGF: Glaucoma Forecast Using Sequential Fundus Images -- Single-Shot Retinal Image Enhancement Using Deep Image Prior -- Robust Layer Segmentation against Complex Retinal Abnormalities for en face OCTA Generation -- Anterior Segment Eye Lesion Segmentation with Advanced Fusion Strategies and Auxiliary Tasks -- Cost-Sensitive Regularization for Diabetic Retinopathy Grading from Eye Fundus Images -- Disentanglement Network for Unpsupervised Speckle Reduction of Optical Coherence Tomography Images -- Positive-Aware Lesion Detection Network with Cross-scale Feature Pyramid for OCT Images -- Retinal Layer Segmentation Reformulated as OCT Language Processing -- Reconstruction and Quantification of 3D Iris Surface for Angle-Closure Glaucoma Detection in Anterior Segment OCT -- Open-Appositional-Synechial Anterior Chamber Angle Classification in AS-OCT Sequences -- A Macro-Micro Weakly-supervised Framework for AS-OCT Tissue Segmentation -- Macular Hole and Cystoid Macular Edema Joint Segmentation by Two-Stage Network and Entropy Minimization -- Retinal Nerve Fiber Layer Defect Detection With Position Guidance -- An Elastic Interaction Based-Loss Function for Medical Image Segmentation -- Retinal Image Segmentation with a Structure-Texture Demixing Network -- BEFD: Boundary Enhancement and Feature Denoising for Vessel Segmentation -- Boosting Connectivity in Retinal Vessel Segmentation via a Recursive Semantics-Guided Network -- RVSeg-Net: an Efficient Feature Pyramid Cascade Network for Retinal Vessel Segmentation-…”
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Methods of cancer diagnosis, therapy and prognosis : general overviews, head and neck cancer and thyroid cancer by SpringerLink (Online service)

Contents: “…General Methods and Overviews -- Role of RNA Interference in Understanding the Molecular Basis of Cancer -- Cancer Biomarkers (An Overview) -- Tumor Angiogenesis in Cancers: Expression of CD105 Marker -- Spindle Cell Oncocytoma of the Adenohypophysis: Integrated Clinicopathologic Diagnosis by Imaging, Histology, and Immunohistochemistry -- Disseminated Carcinoma of Unknown Primary Site: Detection with F-Fluorodeoxyglucose-Positron Emission Tomography -- Unknown Lymphadenopathy: Diagnosing Using an Endoscopic Ultrasound-Guided Fine-Needle Aspiration Biopsy -- Pretargeted Radioimmunotherapy in Cancer: An Overview -- Chemotherapy-Induced Neurotoxicity -- Multidrug Resistance -- Role of Antibodies in Cancer Treatment (An Overview) -- Incorporating Pharmacogenomics into Cancer Therapy -- Cancer Stem Cells: An Overview -- Translating In Vitro Cell Lines Result into Clinical Practice -- Classification of Cancer Stage Using Patient's Immune System -- Late Relapse of Germ Cell Malignancies: Incidence, Management, and Prognosis -- Head and Neck Cancer -- Head and Neck Squamous Cell Carcinoma: Therapy with Fusaric Acid/Paclitaxel -- Early Stage Oral Squamous Cell Carcinoma: Use of Signal Transducer and Activator of Transcription 3 as a Risk Factor for Poor Diagnosis -- Salivary Gland Tumors: Preoperative Tissue Characterization with Apparent Diffusion Coefficient Mapping -- Role of Human Papillomavirus in Tonsillar Cancer -- Quantitative Reverse Transcription-Polymerase Chain Reaction Based Assessment of the Candidate Biomarkers for Tongue Cancer Metastasis -- Nasopharyngeal Carcinoma (Retropharyngeal Lymph Node Metastasis): Spread Pattern, Prognosis, and Staging -- Retinoblastoma: Diagnosis, Treatment and Prognosis -- Thyroid Carcinoma -- Molecular Genetics of Thyroid Cancer -- Thyroid Cancer: Identification of Gene Expression Markers for Diagnosis -- Papillary Thyroid Carcinoma: Use of HBME1 and CK19 as Diagnostic Markers -- Papillary Thyroid Carcinoma: Detection of Copy Gain of Platelet Derived Growth Factor B Using Array Comparative Genomic Hybridization in Combination with Laser Capture Microdissection -- PET Imaging in Thyroid Carcinoma -- Metastasized Medullary Thyroid Carcinoma: Detection and Therapy Using Radiolabeled Gastrin Analogs -- Medullary Thyroid Carcinoma: Prognosis based on Stage of Disease and Age -- Overexpression of the Components of the Plasminogen Activating System as Prognostic Factors in Human Thyroid Carcinoma.…”
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Machine learning, optimization, and data science : 8th International Workshop, LOD 2022, Certosa di Pontignano, Italy, September 19-22, 2022, revised selected papers. Part I by LOD (Conference) Castelnuovo Berardenga, Italy), SpringerLink (Online service)

Contents: “…Explainable Machine Learning for Drug Shortage Prediction in a Pandemic Setting -- Intelligent Robotic Process Automation for Supplier Document Management on E-Procurement Platforms -- Batch Bayesian Quadrature with Batch Updating Using Future Uncertainty Sampling -- Sensitivity analysis of Engineering Structures Utilizing Artificial Neural Networks and Polynomial -- Inferring Pathological Metabolic Patterns in Breast Cancer Tissue from Genome-Scale Models -- Deep Learning -- Machine Learning -- Reinforcement Learning -- Neural Networks -- Deep Reinforcement Learning -- Optimization -- Global Optimization -- Multi-Objective Optimization -- Computational Optimization -- Data Science -- Big Data -- Data Analytics -- Artificial Intelligence -- Detection of Morality in Tweets based on the Moral Foundation Theory -- Matrix completion for the prediction of yearly country and industry-level CO2 emissions -- A Benchmark for Real-Time Anomaly Detection Algorithms Applied in Industry 4.0 -- A Matrix Factorization-based Drug-virus Link Prediction Method for SARS CoV -- Drug Prioritization -- Hyperbolic Graph Codebooks -- A Kernel-Based Multilayer Perceptron Framework to Identify Pathways Related to Cancer Stages -- Loss Function with Memory for Trustworthiness Threshold Learning: Case of Face and Facial Expression Recognition -- Machine learning approaches for predicting Crystal Systems: a brief review and a case study -- LS-PON: a Prediction-based Local Search for Neural Architecture Search -- Local optimisation of Nystrm samples through stochastic gradient descent -- Explainable Machine Learning for Drug Shortage Prediction in a Pandemic Setting -- Intelligent Robotic Process Automation for Supplier Document Management on E-Procurement Platforms -- Batch Bayesian Quadrature with Batch Updating Using Future Uncertainty Sampling -- Sensitivity analysis of Engineering Structures Utilizing Artificial Neural Networks and Polynomial -- Inferring Pathological Metabolic Patterns in Breast Cancer Tissue from Genome-Scale Models -- Deep Learning -- Machine Learning -- Reinforcement Learning -- Neural Networks -- Deep Reinforcement Learning -- Optimization -- Global Optimization -- Multi-Objective Optimization -- Computational Optimization -- Data Science -- Big Data -- Data Analytics -- Artificial Intelligence.…”
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