UZA的問題，透過圖書和論文來找解法和答案更準確安心。 我們找到下列問答集和資訊懶人包

Measurements in Cardiopulmonary Imaging: When, How, Why

為了解決UZA的問題，作者 這樣論述：

The three editors are cardiothoracic radiologists with international recognition having all a large numbers of papers and books publications. Benoît Ghaye is working at the Cliniques Universitaires St-Luc in Brussels, Catherine Beigelman at the Centre Hospitalier Universitaire Vaudois in Lausanne an

d Rodrigo Salgado at UZA in Antwerpen and Holy Heart Hospital Lier. Acting as mentors in their respective universities, they had the idea of this book based on the repetitive requests from their students, residents, fellows and staff colleagues for the need of a comprehensive book on how to measure

in cardiothoracic radiology.

UZA進入發燒排行的影片

使用聲納影像之魚群行為分析系統

為了解決UZA的問題，作者余仁翔 這樣論述：

由於海洋資源的枯竭，發展水產養殖漁業是極為重要的。本論文將提出一個以聲納影像為基礎在室內養殖池監控魚群行為的系統。在本論文裡，魚群行為的分析是建立在聲納影像裡魚群分佈密度的變化上，透過魚群分佈密度的改變方式來分析魚的行為。本論文提出一個由多張聲納影像輸出魚群在養殖池分布的密度圖的卷積神經網路。我們將魚群行為分為三類，分別為平常行為、驚擾行為、搶食行為。本論文提出一個一維卷積神經網路藉由一段時序上魚群在密度圖上的變化來辨識魚群行為。本論文也透過分析密度圖的改變來做魚食慾相對的比較。由本論文的實驗結果可以驗證，由魚群分佈密度的改變可以辨識魚群平常行為、驚擾行為、搶食行為等三種行為。也可以透過密度

分佈的改變，來進行相對的食慾比較。本論文並提出密度圖特徵前處理方式，實驗證實可以輕量化分類魚行為的神經網路。

Trends in Head and Neck Oncology

為了解決UZA的問題，作者 這樣論述：

Prof. Jan B. Vermorken started his medical training in 1961, graduated in 1970 from the University of Amsterdam, the Netherlands, and became a board-certified specialist in internal medicine in 1975. Since that time he has worked in the field of Medical Oncology and was officially registered as a Me

dical Oncologist in the Netherlands in 1992. He received his PhD in Medical Sciences in 1986 from the Vrije Universiteit in Amsterdam. From May 1997 until October 1, 2009, he was appointed Professor of Oncology at the University of Antwerp (UA), and head of the Department of Medical Oncology at the

University Hospital Antwerp (UZA), in Edegem, Belgium. After his retirement he remains connected to both University (Emeritus Professor) and University Hospital (consultant). His main fields of interest are head and neck oncology and gynecologic oncology. He chaired both the Head and Neck Cancer Gro

up (2006-2009) and the Gynecologic Cancer Group (1983-1989) of the European Organization for the Research and Treatment of cancer (EORTC). He was founding chair of the Gynecologic Cancer InterGroup (GCIG: 1997-2003) and strongly involved in establishing the Head and Neck Cancer International Group (

HNCIG) in 2015. He devotes a large part of his time to teaching, professional training, and continuing medical education.Professor Vermorken is member of various scientific societies, member of several editorial boards of International journals, reviewer of multiple cancer journals and author or co-

author of more than 700 publications. He was Editor-in-Chief of Annals of Oncology from 2009 to 2014 and is chief editor of the head and neck cancer section of The Oncologist (since 2003), and the head and neck section of Frontiers in Oncology (since 2015), is editorial chair of ONCOhemato (multidis

ciplinary journal; since 2007) in Belgium and chairs Oncotherapie (an internet platform) in The Netherlands (since 2007). He received the ESMO award in 2007 and on March 1, 2013 he received the title of Commander in the Order of Leopold for his contributions to oncology.Jean-Pascal Machiels MD, PhD,

is head of department of medical oncology and director of the Institut Roi Albert II Cancer centre, Cliniques universitaires Saint-Luc, Université catholique de Louvain (UCLouvain), Brussels Belgium. He trained at Université Catholique de Louvain, Brussels, Belgium, where he gained his MD in 1993 a

nd his PhD in 2001 and at Johns Hopkins School of Medicine, Baltimore USA, where he was a Fellow in Medical Oncology from 1998 until 2000, . His main interests include Head and Neck cancer, and phase 1 clinical trials. He has published more than two hundred papers reporting on clinical trials and tr

anslational research.Prof. Volker Budach. MD is Head of the Depts. for Radiation Oncology at the Charité University Medicine Berlin. He became a board certified radiation oncologist at the University of Essen in 1985 and was appointed as full professor and chair of the Dept. for Radiation Oncology a

t the Charité University Clinics in 1993. He was board member and treasurer of the ESTRO during 1996 and 2004 and chairman of the EORTC-Radiooncology Group during 2000-2003, followed by the chairmanship o^ 330 peer reviewed publications cited in PubmedProfessor C. René Leemans, MD, PhD is chair of t

he Department of Otolaryngology Head and Neck Surgery at the Amsterdam University Medical Centres, VUmc, Amsterdam. He is Director of the Advanced Fellowship Program in Head and Neck Surgery and Oncology at the VU University Medical Centre Amsterdam. His special interests include head and neck oncol

ogy, reconstructive and microvascular surgery, and basic research. René Leemans has made a sustained and internationally recognised contribution to cancer care and research in the field of head and neck oncology over the past decades. His scientific standing has been recognised by election as Presid

ent of the Netherlands Society of Otolaryngology-Head and Neck Surgery, and the Dutch and European Head and Neck Societies. He also serves on the Leadership of the American Head and Neck Society (AHNS). He (co-)authored more than 400 papers and book chapters on head and neck oncology and is regularl

y invited to speak at international conferences and tutor at courses. He leads the successful Make Sense Awareness Campaign.Professor O’Sullivan is the inaugural Bartley-Smith/Wharton Chair (Emeritus) in Radiation Oncology and immediate past Chair of the Head and Neck Program at the Princess Margare

t Cancer Centre, University of Toronto. He is the Co-chair of the Head and Neck Steering committee of the US National Cancer Institute and Editor-in Chief of the UICC Manual of Clinical Oncology. He is Chair of the UICC Prognostic Factors Classification Committee, and Chair of the UICC Head and Neck

Committee, co-editor of the UICC TNM Classification of Malignant Tumours and Liaison the AJCC Expert Committee on Head and Neck Cancer. He is also well recognized expert in the management of sarcoma and a past-President of the Connective Tissue Oncology Society (CTOS). He is one of three clinician

members of the International Commission on Radiation Units (ICRU). Professor O’Sullivan has received multiple awards and honors for his work including, most recently, the 2020 American Society of Radiation Oncology (ASTRO) Gold Medal, the highest honor bestowed by the Society on revered members who

have made outstanding contributions to the field of radiation oncology. This includes research, clinical care, teaching and service. He has lectured extensively throughout the world, and has published over 400 peer-review papers, more than 80 book chapters and edited more than 10 oncology textbooks.

Professor Piero Nicolai is Head of the Section of Otorhinolaryngology - Head and Neck Surgery, Department of Neurosciences, at the Azienda Ospedaliera of Padova Policlinico and Professsor of Otorhinolaryngology at the University of Padova. From 2006 to 2019 he has served as Professor and Chairman of

the Unit of Otorhinolaryngology - Head and Neck Surgery at ASST Spedali Civili Brescia - University of Brescia. He received his MD degree at the University of Padova, where he completed his residency program in Otorhinolaryngology, and subsequently in Medical Oncology. His clinical and research act

ivities are mainly focused on head and neck oncology and endoscopic sinus and skull base surgery. Prof. Nicolai has authored or co-authored 307 papers in peer-reviewed journals as well as 61 book chapters. He has been co-editor of 6 books, and Editor of 6 issues of Current Opinion in Otolaryngology

& Head and Neck Surgery on Head and Neck Oncology. He is a member of the editorial board of the journals Annals of Otology, Rhinology & Laryngology, Head and Neck, International Journal of Head & Neck Surgery, The Laryngoscope, Clinical Otolaryngology, and Associate Editor of Frontiers in Oncology -

Head and Neck Cancer Section.

使用條件隨機場及半監督式學習強化聲納影像以增益Mask R-CNN魚體影像切割

為了解決UZA的問題，作者王彥博 這樣論述：

視覺化水下聲納系統被廣泛應用在濁水或低光源的環境下監控魚隻行為，在監控魚體行為時，對個別魚體做切割往往是優先要處理的步驟。本論文中將使用Mask R-CNN作為魚體切割的實例切割網路。在不同環境下所蒐集到的聲納影像，所探測到的魚體及背景的影像也會不盡相同，而這個也會導致Mask R-CNN在轉換場域時，出現辨識度大打折扣的現象。本論文將提出一個前處理卷積神經網路(CNN)，目的是針對不同場域所蒐集的聲納影像進行"標準/正規化"後再使用Mask R-CNN進行訓練與辨識，藉由分開場域與魚體的學習，克服Mask R-CNN在轉換場域後的辨識度降低問題，使舊場域的訓練模型得以在新場域繼續使用，省去

重新訓練Mask R-CNN的時間成本花費。此外，前處理網路同時也透過使用時序上的資料，在切割魚體上得到良好的結果。並且由於使用半監督式學習的方法，大大減少了冗煩的標記成本。由本論文的實驗結果可以驗證，訓練場域轉換所需成本不僅低於重新訓練Mask R-CNN的成本，在經由前處理網路輸出的標準化影像在Mask R-CNN上的辨識度也會高於原始影像的辨識度。