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This first-of-its-kind book for underrepresented racial and ethnic minorities (URM), women, and sexual and gender minorities in medicine offers the core knowledge and skills needed to achieve a well-planned, fulfilling career in academic medicine. The knowledge and skills provided by the esteemed co-authors, successful diverse pre-faculty, and junior and senior academicians, are complemented by their inspirational and motivational stories. Increasing diversity in the academic medicine workforce has been identified and embraced as a core value of institutional excellence at nearly all academic institutions and professional associations. Despite this established core value, certain groups such as Black/African-American, Latino/Hispanic, American Indian/Alaska Native-identified individuals, women, and sexual and gender minorities, are still present in lower proportions compared with the general population and lack inclusion. In 12 chapters and with a unique focus on a practical approach to increasing diversity and inclusion in academic medicine, this book demystifies the often-insular world of academic medicine. It comprehensively outlines career opportunities and associated responsibilities, how to transform academic-related work to scholarship, and offers a clear and transparent look into the academic appointment and promotion process. By focusing on the practical steps described in this handy book, students and residents can develop a strong foundation for an academic medicine career and succeed in becoming the next generation of diverse faculty and administrators.
Health promotion. --- Premedical education. --- Laboratory medicine. --- Health administration. --- Practice of medicine. --- Health Promotion and Disease Prevention. --- Premedical Education. --- Laboratory Medicine. --- Health Administration. --- Practice and Hospital Management. --- Health Personnel. --- Vocational Guidance. --- Medicine --- Vocational guidance. --- Medical practice --- Practice of medicine --- Physician practice acquisitions --- Clinical medicine --- Clinical pathology --- Diagnostic laboratory tests --- Laboratory diagnosis --- Laboratory medicine --- Medical laboratory diagnosis --- Diagnosis --- Pathology --- Education, Premedical --- Pre-med (Education) --- Pre-medical education --- Premed (Education) --- Medical colleges --- Medical education --- Health promotion programs --- Health promotion services --- Promotion of health --- Wellness programs --- Preventive health services --- Health education --- Health Workforce --- Career Counseling --- Counseling, Career --- Guidance, Vocational --- Counseling --- Healthcare Providers --- Healthcare Workers --- Health Care Providers --- Health Care Provider --- Healthcare Provider --- Healthcare Worker --- Personnel, Health --- Provider, Health Care --- Provider, Healthcare --- Providers, Health Care --- Providers, Healthcare --- Entrance requirements --- Medicine, Preventive. --- Biology --- Public health administration. --- Hospitals --- Biomedical Research. --- Research. --- Administration. --- Hospital administration --- Hospital management --- Health services administration --- Management --- Health administration --- Health care administration --- Health sciences administration --- Medical care --- Public health --- Biological research --- Biomedical research --- Disease prevention --- Diseases --- Prevention of disease --- Preventive medicine --- Preventive medicine physicians --- Management and regulation --- Administration --- Prevention
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Sentiment analysis is a branch of natural language processing concerned with the study of the intensity of the emotions expressed in a piece of text. The automated analysis of the multitude of messages delivered through social media is one of the hottest research fields, both in academy and in industry, due to its extremely high potential applicability in many different domains. This Special Issue describes both technological contributions to the field, mostly based on deep learning techniques, and specific applications in areas like health insurance, gender classification, recommender systems, and cyber aggression detection.
opinion mining --- affect computing --- health insurance --- Twitter --- hybrid vectorization --- violence against women --- word association --- collaborative schemes of sentiment analysis and sentiment systems --- random forest --- cyber-aggression --- deep learning --- online review --- emotion analysis --- lexicon construction --- provider networks --- text mining --- sentiment lexicon --- social media --- sentiment-aware word embedding --- psychographic segmentation --- medical web forum --- gender classification --- racism --- sentiment analysis --- sentiment classification --- sentiment word analysis --- social networks --- convolutional neural network --- review data mining --- machine learning --- emotion classification --- big data-driven marketing --- text feature representation --- recommender system --- user preference prediction --- violence based on sexual orientation --- semantic networks
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computer --- informatique appliquée --- digitalisering --- cloudcomputing --- digitalização --- digitiú --- digitalisointi --- дигитализација --- numérisation --- skaitmeninimas --- digitaliziranje --- ciparošana --- digitalizácia --- digitalizace dokumentů --- digitalizacja --- diġitalizzazzjoni --- дигитализация --- numerizzazione --- digitalizare --- digitisation --- ψηφιοποίηση --- digjitalizim --- Digitalisierung --- digitalización --- digitalizálás --- digiteerimine --- digitalizacija --- skaitmeninis keitimas --- digitalisation --- numerizzazzjoni --- digitalizzazione --- transformace dat --- digitalizace dat --- компютърни приложения --- rakendusinformaatika --- εφαρμοσμένη πληροφορική --- informática aplicada --- toegepaste informatica --- aplikovaná informatika --- angewandte Informatik --- računalniške aplikacije --- tietotekniikkasovellukset --- počítačové aplikácie --- informatica applicata --- kompiuterių taikymas --- aplicații pe calculator --- computer applications --- računalni namjenski program --- aplikacione kompjuteri --- рачунарске апликације --- applikazzjonijiet informatiċi --- informatyka stosowana --- datora lietojumprogrammas --- anvendt datamatik --- tillämpad informatik --- alkalmazott számítástechnika --- компјутерска наменска програма --- užitá informatika --- компјутерска апликација --- arvutirakendused --- applied computer science --- soveltava tietotekniikka --- shkenca e aplikuar e kompjuterave --- računalna aplikacija --- taikomoji kompiuterija --- alkalmazott informatika --- aplikacijski program --- lietišķā datorzinātne --- aplikovaná počítačová veda --- aplikovaná počítačová věda --- informatică aplicată --- изчисления в облак --- molntjänster --- Cloud-Computing --- mākoņdatošana --- pilvipalvelu --- cloud computing --- computação na nuvem --- felhőalapú számítástechnika --- computación en nube --- računalstvo u oblaku --- chmura obliczeniowa --- informatique en nuage --- υπολογιστικό νέφος --- pilvandmetöötlus --- računalništvo v oblaku --- néalríomhaireacht --- debesijos kompiuterija --- fornitur ta' servizzi tal-applikazzjonijiet --- infrastruttura come servizio --- lietojumprogrammas pakalpojuma sniedzējs --- Cloud-Dienst --- ASP --- Hardware-as-a-Service --- platforma jako služba --- platforma kao usluga --- infrastructure sous forme de service --- infrastruktura jako usługa --- hardware como servicio --- hardware bħala servizz --- infraestrutura como serviço --- felhőalapú szolgáltatás --- апаратна част като услуга --- IaaS --- λογισμικό ως υπηρεσία --- hardware jako služba --- Hardware as a Service --- hyrhårdvara --- platforma kā pakalpojums --- piattaforma come servizio --- nuvola informatica --- palvelualustan ulkoistaminen --- software come servizio --- πλατφόρμα ως υπηρεσία --- software como serviço --- platform as a service --- software jako služba --- програмно осигуряване като услуга --- cloudová služba --- néalseirbhísí --- hyrprogram --- infrastruktura kao usluga --- Application Service Provider --- matériel sous forme de service --- infrastructure als een dienst --- softvér ako služba --- etäsovelluspalvelu --- laitteistot palveluna --- oprogramowanie jako usługa --- molnet --- seirbhís bogearra de réir éilimh --- υποδομή ως υπηρεσία --- usługa w chmurze --- alkalmazásszolgáltató --- programska oprema kot storitev --- alkalmazás-szolgáltató --- PaaS --- infrastruttura bħala servizz --- cloudtjeneste --- servizz ta' cloud --- software als een dienst --- iaas-tjänst --- saas-tjänst --- hardware as a service --- platforma kot storitev --- Software as a Service --- fornitore di servizi applicativi --- platforma jako usługa --- servizi nella nuvola --- hardware als een dienst --- Software-as-a-Service --- application service provider --- poskytovatel aplikačních služeb --- mākoņpakalpojums --- услуга в облак --- platform als een dienst --- riistvara kui teenus --- ponudnik programskih storitev --- hardver kao usluga --- felhőszolgáltatás --- logiciel à la demande --- sovelluspalvelu --- инфраструктура като услуга --- service infonuagique --- software bħala servizz --- infrastruktúraszolgáltatás --- HaaS --- tehnična infrastruktura kot storitev --- platformszolgáltatás --- Infrastructure as a Service --- plataforma como serviço --- Infrastructure-as-a-Service --- fornecedor de aplicações --- paas-tjänst --- infraestructura como servicio --- programmatūra kā pakalpojums --- infrastruktūra kā pakalpojums --- service en nuage --- serviço de computação na nuvem --- platforma ako služba --- logiciel sous forme de service --- hardware come servizio --- software as a service --- sovellusvuokrauspalvelun tarjoaja --- plataforma como servicio --- softver kao usluga --- platvorm kui teenus --- SaaS --- Platform as a Service --- datormoln --- υλικό ως υπηρεσία --- υπηρεσία υπολογιστικού νέφους --- cloud service --- service dématérialisé --- pjattaforma bħala servizz --- poskytovateľ aplikačných služieb --- Anwendungsdienstleister --- hardvér ako služba --- matériel à la demande --- serviciu de cloud --- usluga u oblaku --- hardverszolgáltatás --- infraštruktúra ako služba --- rakendusteenuse pakkuja --- servicio en nube --- pružatelji usluga aplikacije --- tietotekniikan resurssipalvelu --- pilveteenus --- proveedor de servicios de aplicaciones --- furnizor al aplicației --- equipamento informático como serviço --- tarkvara kui teenus --- Platform-as-a-Service --- soláthraí seirbhíse feidhmchlár --- software ca serviciu --- infrastruktuur kui teenus --- szoftverszolgáltatás --- clouddienst --- felhő alapú szolgáltatás --- платформа като услуга --- πάροχος υπηρεσιών εφαρμογών --- debesų kompiuterija --- platformă ca serviciu --- storitev v oblaku --- palvelimien ylläpidon ulkoistaminen palveluntarjoajalle --- debesija --- infrastructure à la demande --- verkkosovelluspalvelu --- hardware ca serviciu --- fournisseur d'applications en ligne --- software como servicio --- infrastruktura jako služba --- it-moln --- infrastructură ca serviciu --- servizi cloud --- aparatūra kā pakalpojums --- infrastructure as a service --- etäresurssipalvelu --- informatique dématérialisée --- доставчик на услуги, свързани с приложения --- feidhmchláir --- Computer. Automation --- informatique appliquée
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