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Multimodal Scene Understanding

Multimodal Scene Understanding PDF Author: Michael Ying Yang
Publisher: Academic Press
ISBN: 0128173599
Category : Technology & Engineering
Languages : en
Pages : 424

Book Description
Multimodal Scene Understanding: Algorithms, Applications and Deep Learning presents recent advances in multi-modal computing, with a focus on computer vision and photogrammetry. It provides the latest algorithms and applications that involve combining multiple sources of information and describes the role and approaches of multi-sensory data and multi-modal deep learning. The book is ideal for researchers from the fields of computer vision, remote sensing, robotics, and photogrammetry, thus helping foster interdisciplinary interaction and collaboration between these realms. Researchers collecting and analyzing multi-sensory data collections – for example, KITTI benchmark (stereo+laser) - from different platforms, such as autonomous vehicles, surveillance cameras, UAVs, planes and satellites will find this book to be very useful. - Contains state-of-the-art developments on multi-modal computing - Shines a focus on algorithms and applications - Presents novel deep learning topics on multi-sensor fusion and multi-modal deep learning

Multimodal Scene Understanding

Multimodal Scene Understanding PDF Author: Michael Ying Yang
Publisher: Academic Press
ISBN: 0128173599
Category : Technology & Engineering
Languages : en
Pages : 424

Book Description
Multimodal Scene Understanding: Algorithms, Applications and Deep Learning presents recent advances in multi-modal computing, with a focus on computer vision and photogrammetry. It provides the latest algorithms and applications that involve combining multiple sources of information and describes the role and approaches of multi-sensory data and multi-modal deep learning. The book is ideal for researchers from the fields of computer vision, remote sensing, robotics, and photogrammetry, thus helping foster interdisciplinary interaction and collaboration between these realms. Researchers collecting and analyzing multi-sensory data collections – for example, KITTI benchmark (stereo+laser) - from different platforms, such as autonomous vehicles, surveillance cameras, UAVs, planes and satellites will find this book to be very useful. - Contains state-of-the-art developments on multi-modal computing - Shines a focus on algorithms and applications - Presents novel deep learning topics on multi-sensor fusion and multi-modal deep learning

Tumor Organoids

Tumor Organoids PDF Author: Shay Soker
Publisher: Humana Press
ISBN: 3319605119
Category : Medical
Languages : en
Pages : 225

Book Description
Cancer cell biology research in general, and anti-cancer drug development specifically, still relies on standard cell culture techniques that place the cells in an unnatural environment. As a consequence, growing tumor cells in plastic dishes places a selective pressure that substantially alters their original molecular and phenotypic properties.The emerging field of regenerative medicine has developed bioengineered tissue platforms that can better mimic the structure and cellular heterogeneity of in vivo tissue, and are suitable for tumor bioengineering research. Microengineering technologies have resulted in advanced methods for creating and culturing 3-D human tissue. By encapsulating the respective cell type or combining several cell types to form tissues, these model organs can be viable for longer periods of time and are cultured to develop functional properties similar to native tissues. This approach recapitulates the dynamic role of cell–cell, cell–ECM, and mechanical interactions inside the tumor. Further incorporation of cells representative of the tumor stroma, such as endothelial cells (EC) and tumor fibroblasts, can mimic the in vivo tumor microenvironment. Collectively, bioengineered tumors create an important resource for the in vitro study of tumor growth in 3D including tumor biomechanics and the effects of anti-cancer drugs on 3D tumor tissue. These technologies have the potential to overcome current limitations to genetic and histological tumor classification and development of personalized therapies.

Prediction of Response in Cancer Therapy

Prediction of Response in Cancer Therapy PDF Author:
Publisher:
ISBN:
Category : Cancer
Languages : en
Pages : 320

Book Description


Endocrine Therapy in Breast Cancer

Endocrine Therapy in Breast Cancer PDF Author: William R. Miller
Publisher: CRC Press
ISBN: 0203909836
Category : Medical
Languages : en
Pages : 395

Book Description
This reference evaluates and describes the latest strategies for hormone suppression and blockade in the management of early and advanced stage breast cancer and explores the effects of tamoxifen, selective estrogen receptor modulators (SERMs), aromatase inhibitors, and their combination on both breast cancers and normal tissues. Endocrine T

Policy Issues in the Clinical Development and Use of Immunotherapy for Cancer Treatment

Policy Issues in the Clinical Development and Use of Immunotherapy for Cancer Treatment PDF Author: National Academies of Sciences, Engineering, and Medicine
Publisher: National Academies Press
ISBN: 030944232X
Category : Medical
Languages : en
Pages : 135

Book Description
Immunotherapy is a form of cancer therapy that harnesses the body's immune system to destroy cancer cells. In recent years, immunotherapies have been developed for several cancers, including advanced melanoma, lung cancer, and kidney cancer. In some patients with metastatic cancers who have not responded well to other treatments, immunotherapy treatment has resulted in complete and durable responses. Given these promising findings, it is hoped that continued immunotherapy research and development will produce better cancer treatments that improve patient outcomes. With this promise, however, there is also recognition that the clinical and biological landscape for immunotherapies is novel and not yet well understood. For example, adverse events with immunotherapy treatment are quite different from those experienced with other types of cancer therapy. Similarly, immunotherapy dosing, therapeutic responses, and response time lines are also markedly different from other cancer therapies. To examine these challenges and explore strategies to overcome them, the National Academies of Sciences, Engineering, and Medicine held a workshop in February and March of 2016. This report summarizes the presentations and discussions from the workshop.

Oncologic Imaging

Oncologic Imaging PDF Author: David G. Bragg
Publisher: Saunders
ISBN: 9780721674940
Category : Cancer
Languages : en
Pages : 0

Book Description
Completely updated to reflect the latest developments in science and technology, the second edition of this reference presents the diagnostic imaging tools essential to the detection, diagnosis, staging, treatment planning, and post-treatment management of cancer in both adults and children. Organized by major organs and body systems, the text offers comprehensive, abundantly illustrated guidance to enable both the radiologist and clinical oncologist to better appreciate and overcome the challenges of tumor imaging. Features 12 brand-new chapters that examine new imaging techniques, molecular imaging, minimally invasive approaches, 3D and conformal treatment planning, interventional techniques in radiation oncology, interventional breast techniques, and more. Emphasizes practical interactions between oncologists and radiologists. Includes expanded coverage of paediatric tumours as well as thorax, gastrointestinal tract, genitourinary, and musculoskeletal cancers. Offers reorganized and increased content on the brain and spinal cord. Nearly 1,400 illustrations enable both the radiologist and clinical oncologist to better appreciate and overcome the challenges of tumour imaging. - Outstanding Features! Presents internationally renowned authors' insights on recent technological breakthroughs in imaging for each anatomical region, and offers their views on future advances in the field. Discusses the latest advances in treatment planning. Devotes four chapters to the critical role of imaging in radiation treatment planning and delivery. Makes reference easy with a body-system organisation.

Protein Kinase Inhibitors as Sensitizing Agents for Chemotherapy

Protein Kinase Inhibitors as Sensitizing Agents for Chemotherapy PDF Author:
Publisher: Academic Press
ISBN: 0128127384
Category : Medical
Languages : en
Pages : 294

Book Description
Tyrosine Kinase Inhibitors as Sensitizing Agents for Chemotherapy, the fourth volume in the Cancer Sensitizing Agents for Chemotherapy Series, focuses on strategic combination therapies that involve a variety of tyrosine kinase inhibitors working together to overcome multi-drug resistance in cancer cells. The book discusses several tyrosine kinase inhibitors that have been used as sensitizing agents, such as EGFR, BCR-ABL, ALK and BRAF. In each chapter, readers will find comprehensive knowledge on the inhibitor and its action, including its biochemical, genetic, and molecular mechanisms' emphases. This book is a valuable source for oncologists, cancer researchers and those interested in applying new sensitizing agents to their research in clinical practice and in trials. - Summarizes the sensitizing role of some tyrosine kinase inhibitors in existing research - Brings recent findings in several cancer types, both experimental and clinically, with a particular emphases on underlying biochemical, genetic, and molecular mechanisms - Provides an updated and comprehensive knowledge regarding the field of combinational cancer treatment

Rectal Cancer Treatment

Rectal Cancer Treatment PDF Author: M.W. Büchler
Publisher: Springer Science & Business Media
ISBN: 3540274499
Category : Medical
Languages : en
Pages : 284

Book Description
Rectal cancer is one of the most prevalent cancers world-wide. It is also a paradigm for multimodal management, as the combination of surgery, chemotherapy and radiotherapy is often necessary to achieve the optimal outcome. Recently, international experts met in Heidelberg, Germany to discuss the latest developments in the management of rectal cancer, including the anatomic and pathologic basis, staging tools, surgical concepts including fast-track surgery and laparoscopic resection, functional outcome after surgery and the role of radio- and chemotherapy. This monograph summarizes this meeting and gives an extensive overview of the current concepts in management of rectal cancer.

Developing a Protocol for Observational Comparative Effectiveness Research: A User's Guide

Developing a Protocol for Observational Comparative Effectiveness Research: A User's Guide PDF Author: Agency for Health Care Research and Quality (U.S.)
Publisher: Government Printing Office
ISBN: 1587634236
Category : Medical
Languages : en
Pages : 236

Book Description
This User’s Guide is a resource for investigators and stakeholders who develop and review observational comparative effectiveness research protocols. It explains how to (1) identify key considerations and best practices for research design; (2) build a protocol based on these standards and best practices; and (3) judge the adequacy and completeness of a protocol. Eleven chapters cover all aspects of research design, including: developing study objectives, defining and refining study questions, addressing the heterogeneity of treatment effect, characterizing exposure, selecting a comparator, defining and measuring outcomes, and identifying optimal data sources. Checklists of guidance and key considerations for protocols are provided at the end of each chapter. The User’s Guide was created by researchers affiliated with AHRQ’s Effective Health Care Program, particularly those who participated in AHRQ’s DEcIDE (Developing Evidence to Inform Decisions About Effectiveness) program. Chapters were subject to multiple internal and external independent reviews. More more information, please consult the Agency website: www.effectivehealthcare.ahrq.gov)

Targeted Therapies in Breast Cancer

Targeted Therapies in Breast Cancer PDF Author: Gw Sledge
Publisher: Clinical Pub
ISBN: 9781846920660
Category : Breast
Languages : en
Pages : 0

Book Description
This new volume updates the reader on selected areas of targeted therapy in breast cancer, with special emphasis on chemoprevention strategies, drug resistance, biomarkers, combination chemotherapy, angiogenesis inhibition and pharmacogenomics in the context of clinical efficacy. This selected review of targeted therapies will guide the reader on effective treatment as part of an integrated programme of patient management.