Frontiers in Research Metrics and Analytics | Emerging Technologies and Transformative Paradigms in Research

Opinion

Published on 24 Jul 2025

Open science falling behind in the era of artificial intelligence

in Emerging Technologies and Transformative Paradigms in Research

Guanxiong Pei
Huajian Huang

Frontiers in Research Metrics and Analytics

doi 10.3389/frma.2025.1595824

1,653 views

Technology and Code

Accepted on 11 Jul 2025

Topic Analysis on Publications and Patents Toward Fully Automated Translation Science Benefits Model Impact Extraction

in Emerging Technologies and Transformative Paradigms in Research

Tejaswini Manjunath
Eline Appelmans
Sinem Balta
Dominick DiMercurio
Claudia Avalos
Karen Stark

Frontiers in Research Metrics and Analytics

doi 10.3389/frma.2025.1596687

199 views

Original Research

Published on 05 Mar 2025

Predicting implicit concept embeddings for singular relationship discovery replication of closed literature-based discovery

in Emerging Technologies and Transformative Paradigms in Research

Clint Cuffy
Bridget T. McInnes

Frontiers in Research Metrics and Analytics

doi 10.3389/frma.2025.1509502

1,163 views

Editorial

Published on 22 Mar 2024

Editorial: Text mining-based mental health research

in Emerging Technologies and Transformative Paradigms in Research

Tehmina Amjad
Tatsawan Timakum
Qing Xie
Min Song

Frontiers in Research Metrics and Analytics

doi 10.3389/frma.2024.1388691

3,451 views
1 citation

Original Research

Published on 14 Mar 2024

Operational tolerance research in liver transplantation: a bibliometric analysis using a new web resource

in Emerging Technologies and Transformative Paradigms in Research

Ángel Esteban-Gil
Juan José Martínez-García
Daniel Vidal-Correoso
Ana M. Muñoz-Morales
Pablo Ramírez
José Antonio Pons
Alberto Baroja-Mazo

Frontiers in Research Metrics and Analytics

doi 10.3389/frma.2024.1368534

5,128 views

Methods

Published on 19 Dec 2023

A metric learning-based method for biomedical entity linking

in Emerging Technologies and Transformative Paradigms in Research

Ngoc D. Le
Nhung T. H. Nguyen

Frontiers in Research Metrics and Analytics

doi 10.3389/frma.2023.1247094

10,220 views
1 citation

Original Research

Published on 27 Nov 2023

Depression, anxiety, and burnout in academia: topic modeling of PubMed abstracts

in Emerging Technologies and Transformative Paradigms in Research

Olga Lezhnina

Frontiers in Research Metrics and Analytics

doi 10.3389/frma.2023.1271385

13,153 views
8 citations

Original Research

Published on 03 Nov 2023

Identifying mental health discussion topic in social media community: subreddit of bipolar disorder analysis

in Emerging Technologies and Transformative Paradigms in Research

Tatsawan Timakum
Qing Xie
Soobin Lee

Frontiers in Research Metrics and Analytics

doi 10.3389/frma.2023.1243407

6,658 views
3 citations

Original Research

Published on 29 Sep 2023

The road from manual to automatic semantic indexing of biomedical literature: a 10 years journey

in Emerging Technologies and Transformative Paradigms in Research

Anastasia Krithara
James G. Mork
Anastasios Nentidis
Georgios Paliouras

Frontiers in Research Metrics and Analytics

doi 10.3389/frma.2023.1250930

7,363 views
10 citations

Methods

Published on 03 Aug 2023

Analysis of the evolution of COVID-19 disease understanding through temporal knowledge graphs

in Emerging Technologies and Transformative Paradigms in Research

Alessandro Negro
Fabio Montagna
Michael N. Teng
Tempestt Neal
Sylvia Thomas
Sayde King
Ridita Khan

Frontiers in Research Metrics and Analytics

doi 10.3389/frma.2023.1204801

4,290 views
3 citations

Original Research

Published on 16 May 2023

Active learning-based systematic reviewing using switching classification models: the case of the onset, maintenance, and relapse of depressive disorders

in Emerging Technologies and Transformative Paradigms in Research

Jelle Jasper Teijema
Laura Hofstee
Marlies Brouwer
Jonathan de Bruin
Gerbrich Ferdinands
Jan de Boer
Pablo Vizan
Sofie van den Brand
Claudi Bockting
Rens van de Schoot

Frontiers in Research Metrics and Analytics

doi 10.3389/frma.2023.1178181

8,112 views
18 citations

Original Research

Published on 17 Apr 2023

Multi-task learning to detect suicide ideation and mental disorders among social media users

in Emerging Technologies and Transformative Paradigms in Research

Prasadith Buddhitha
Diana Inkpen

Frontiers in Research Metrics and Analytics

doi 10.3389/frma.2023.1152535

10,494 views
12 citations

Systematic Review

Published on 24 Mar 2023

The long COVID research literature

in Emerging Technologies and Transformative Paradigms in Research

Alan L. Porter
Mark Markley
Nils Newman

Frontiers in Research Metrics and Analytics

doi 10.3389/frma.2023.1149091

15,152 views
3 citations

Editorial

Published on 19 Jan 2023

Editorial: Emerging areas in literature-based discovery

in Emerging Technologies and Transformative Paradigms in Research

Yakub Sebastian
Neil R. Smalheiser

Frontiers in Research Metrics and Analytics

doi 10.3389/frma.2023.1122547

10,368 views
3 citations

Original Research

Published on 11 Jan 2023

DGTR: Dynamic graph transformer for rumor detection

in Emerging Technologies and Transformative Paradigms in Research

Siqi Wei
Bin Wu
Aoxue Xiang
Yangfu Zhu
Chenguang Song

Frontiers in Research Metrics and Analytics

doi 10.3389/frma.2022.1055348

9,934 views
5 citations

Original Research

Published on 24 Oct 2022

Temporal disambiguation of relative temporal expressions in clinical texts

in Emerging Technologies and Transformative Paradigms in Research

Amy L. Olex
Bridget T. McInnes

Frontiers in Research Metrics and Analytics

doi 10.3389/frma.2022.1001266

2,832 views