SyROCCo: enhancing systematic reviews using machine learning

SyROCCo: enhancing systematic reviews using machine learning

The sheer number of research outputs published every year makes systematic reviewing increasingly time- and resource-intensive. This paper explores the use of machine learning techniques to help navigate the systematic review process. Machine learning has previously been used to reliably “screen” ar...

Fuld beskrivelse

Bibliografiske detaljer
Main Authors:	Fang, Z, Arana-Catania, M, van Lier, F-A, Outes Velarde, J, Bregazzi, H, Airoldi, M, Carter, E, Proctor, R
Format:	Journal article
Sprog:	English
Udgivet:	Cambridge University Press 2024

Lignende værker

SyROCCo: enhancing systematic reviews using machine learning
af: Zheng Fang, et al.
Udgivet: (2024-01-01)

San Rocco is Dead. Long Live San Rocco
af: Nicolò Ornaghi
Udgivet: (2023-12-01)

‘Liz’ and ‘Rocco’ Strawberries
af: Gina Fernandez, et al.
Udgivet: (2020-03-01)

Entrevista de Maria Thereza Fraga Rocco
af: Maria Thereza Fraga Rocco
Udgivet: (1997-06-01)

Professor Patricia Rocco pays tribute to Professor Paolo Pelosi
af: Patricia R. M. Rocco
Udgivet: (2023-06-01)

Supporting peace negotiations in the Yemen war through machine learning
af: Arana-Catania, M, et al.
Udgivet: (2022)

Rocco Coronato, Letteratura inglese. Da Beowulf a Brexit
af: Beatrice Righetti
Udgivet: (2023-05-01)

Professor Dr Rocco Alfredo Di Mare (1952-2017)
af: Tiziane Fernandes Molina
Udgivet: (2017-12-01)

Supporting peace negotiations in the Yemen war through machine learning
af: Miguel Arana-Catania, et al.
Udgivet: (2022-01-01)

Valerio ROCCO, La vieja Roma en el joven Hegel
af: E. Zazo Jiménez
Udgivet: (2016-02-01)

Rocco Lozano, Valerio: La vieja Roma en el joven Hegel
af: Fabio Vélez
Udgivet: (2012-04-01)

Dr. Fedor Rocco: Marketing, osnove i načela, Birotehnika, Zagreb, 1991.
af: Ljubomir Baban
Udgivet: (1991-01-01)

THE MOVIE INDUSTRY AND REGIONAL ECONOMIC DEVELOPMENT: THE CASE OF ROCCO SCHIAVONE AND THE AOSTA VALLEY
af: Valeria Pagani, et al.
Udgivet: (2022-09-01)

Rocco Lozano, Valerio: "La vieja Roma en el joven Hegel"
af: Marco Sgarbi
Udgivet: (2012-11-01)

3D Scanning of Porto Alegre Museum Artifacts: The Crockery of the Rocco Bakery
af: Andresa Richetti, et al.
Udgivet: (2022-09-01)

RONCHI, Rocco. Gilles Deleuze: Credere nel reale. Feltrinelli: Milano, 2015
af: Giorgio Majer Gatti
Udgivet: (2016-11-01)

Variant of the catalytic cysteine of UFSP2 leads to spondyloepimetaphyseal dysplasia type Di Rocco
af: Larissa Mattern, et al.
Udgivet: (2023-06-01)

Stabilire le priorità d’intervento in sanità: dalla teoria alla pratica. L’esperienza inglese del SyMPOSE
af: Airoldi, M
Udgivet: (2013)

Adriana Lunardi - A vendedora de fósforos. Rio de Janeiro: Rocco, 2011.
af: Stefania Chiarelli
Udgivet: (2012-01-01)

Marco Gatto, Rocco Scotellaro e la questione meridionale. Letteratura, politica, inchiesta
af: Pierre Girard
Udgivet: (2023-09-01)

Contribution to the evaluation of the biomass of medicinal and aromatic plants in Mo-rocco: Case of Globularia alypum
af: A. Ben Salem, et al.
Udgivet: (2023-09-01)

A failure in resilience: The corrupting influence of postwar Milan in Visconti’s Rocco and His Brothers
af: Hamid Khalili, et al.
Udgivet: (2022-12-01)

«A fare il giorno nuovo»: Rocco Scotellaro tra letteratura e politica
af: Alberto Di Franco
Udgivet: (2016-12-01)

Valerio ROCCO y Roberto NAVARRETE (eds.), Teología y teonomía de la política.
af: Andrés Hildebrandt
Udgivet: (2016-02-01)

Primi materiali sulla presenza della fotografia alla Scuola Grande di San Rocco in Venezia
af: Filippin, Sara
Udgivet: (2019-07-01)

Film, Music, and Migrant Identities: Representing Musical Otherness in Visconti’s Neorealist Drama “Rocco and His Brothers”
af: Rastko Buljančević
Udgivet: (2023-06-01)

La Grande Guerra nel Codice Rocco: percorsi normativi, argomentativi e ideologici del disfattismo politico
af: Elisabetta D’Amico
Udgivet: (2024-12-01)

Resenha à obra “Comportamento del creditore fra renuncia tacita e Verwirkung”, de Rocco Favale
af: Rafael Marinangelo
Udgivet: (2022-10-01)

Spielräume des sozialen Subjekts: Simon Stone inszeniert Rocco und seine Brüder nach Luchino Visconti
af: Judith Frömmer
Udgivet: (2016-03-01)

Interventi di Maurizio Ambrosini, Pietro Fantozzi, Enzo Pace, Francesco Ramella, Rocco Sciarrone, Lia Tirabeni, Mara Tognetti
af: Maurizio Ambrosini, et al.
Udgivet: (2021-03-01)

Review: The New Woman International: Representations in Photography and Film from the 1870s through the 1960s edited by Elizabeth Otto and Vanessa Rocco
af: Gyewon Kim
Udgivet: (2012-04-01)

Valerio ROCCO LOZANO y María DEL ROSARIO ACOSTA (Directores), Violencia y abstracción en el idealismo alemán
af: Javier LEIVA BUSTOS
Udgivet: (2015-10-01)

UK-South Sudan Alliance: a strategy for increasing capacity and access to primary care and public health
af: Rich Bregazzi
Udgivet: (2019-05-01)

Roberto Curti ‑ Alessio Di Rocco, <i>Visioni proibite. I film vietati dalla censura italiana (1947-1968)</i>
af: Diego Cavallotti
Udgivet: (2015-05-01)

User interface for mobile learning / Syed Rahazuan Syed Deraman
af: Syed Deraman, Syed Rahazuan
Udgivet: (2002)

Jesus: Sy belewing en verwerking van sy emosies
af: D. A. Pauw
Udgivet: (1998-08-01)

Felia Allum, Isabella Clough Marinaro and Rocco Sciarrone (eds.), Italian Mafias Today. Territory, Business and Politics (Cheltenham: E. Elgar, 2019)
af: Giorgio Baruchello
Udgivet: (2022-03-01)

Benefits and challenges of knowledge management in public sector : a case study of local authorities in Malaysia / Kalsom Salleh, Syed Noh Syed Ahmad and Syed Omar Sharifuddin Syed Ikhsan
af: Salleh, Kalsom, et al.
Udgivet: (2010)

Syed Sajjad Husain
af: Hasan, Md. Mahmudul
Udgivet: (2011)

Syed Tanwir Wasti
af: Mete Tonçoku
Udgivet: (2003-03-01)