Goran Nenadic

Goran Nenadic

Manchester University

H-index: 38

North America-United States

About Goran Nenadic

Goran Nenadic, With an exceptional h-index of 38 and a recent h-index of 26 (since 2020), a distinguished researcher at Manchester University, specializes in the field of Natural language processing, text mining, health informatics.

His recent articles reflect a diverse array of research interests and contributions to the field:

An analysis of published study designs in PubMed prisoner health abstracts from 1963 to 2023: a text mining study

CantonMT: Cantonese to English NMT Platform with Fine-Tuned Models Using Synthetic Back-Translation Data

Enriching the Metadata of Community-Generated Digital Content through Entity Linking: An Evaluative Comparison of State-of-the-Art Models

Neural machine translation of clinical text: an empirical investigation into multilingual pre-trained language models and transfer-learning

De-identification of clinical free text using natural language processing: A systematic review of current approaches

Text mining for disease surveillance in veterinary clinical data: part one, the language of veterinary clinical records and searching for words

MM-EMOG: Multi-Label Emotion Graph Representation for Mental Health Classification on Social Media

Understanding Views Around the Creation of a Consented, Donated Databank of Clinical Free Text to Develop and Train Natural Language Processing Models for Research: Focus Group …

Goran Nenadic Information

University

Position

Department of Computer Science

Citations(all)

5776

Citations(since 2020)

3155

Cited By

3668

hIndex(all)

38

hIndex(since 2020)

26

i10Index(all)

102

i10Index(since 2020)

62

Email

University Profile Page

Manchester University

Google Scholar

View Google Scholar Profile

Goran Nenadic Skills & Research Interests

Natural language processing

text mining

health informatics

Top articles of Goran Nenadic

Title

Journal

Author(s)

Publication Date

An analysis of published study designs in PubMed prisoner health abstracts from 1963 to 2023: a text mining study

George Karystianis

Wilson Lukmanjaya

Iain Buchan

Paul Simpson

Natasha Ginnivan

...

2024/3/17

CantonMT: Cantonese to English NMT Platform with Fine-Tuned Models Using Synthetic Back-Translation Data

arXiv preprint arXiv:2403.11346

Kung Yin Hong

Lifeng Han

Riza Batista-Navarro

Goran Nenadic

2024/3/17

Enriching the Metadata of Community-Generated Digital Content through Entity Linking: An Evaluative Comparison of State-of-the-Art Models

Youcef Benkhedda

Adrians Skapars

Viktor Schlegel

Goran Nenadic

Riza Theresa Batista-Navarro

2024/3

Neural machine translation of clinical text: an empirical investigation into multilingual pre-trained language models and transfer-learning

Frontiers in Digital Health

Lifeng Han

Serge Gladkoff

Gleb Erofeev

Irina Sorokina

Betty Galiano

...

2024/2/26

De-identification of clinical free text using natural language processing: A systematic review of current approaches

Aleksandar Kovačević

Bojana Bašaragin

Nikola Milošević

Goran Nenadić

2024/3/20

Text mining for disease surveillance in veterinary clinical data: part one, the language of veterinary clinical records and searching for words

Frontiers in Veterinary Science

Heather Davies

Goran Nenadic

Ghada Alfattni

Mercedes Arguello Casteleiro

Noura Al Moubayed

...

2024/1/23

MM-EMOG: Multi-Label Emotion Graph Representation for Mental Health Classification on Social Media

Robotics

Rina Carines Cabral

Soyeon Caren Han

Josiah Poon

Goran Nenadic

2024/3/18

Understanding Views Around the Creation of a Consented, Donated Databank of Clinical Free Text to Develop and Train Natural Language Processing Models for Research: Focus Group …

JMIR medical informatics

Natalie K Fitzpatrick

Richard Dobson

Angus Roberts

Kerina Jones

Anoop D Shah

...

2023/5/3

A survey of methods for revealing and overcoming weaknesses of data-driven Natural Language Understanding

Natural Language Engineering

Viktor Schlegel

Goran Nenadic

Riza Batista-Navarro

2023/1

Topic modelling of swedish newspaper articles about coronavirus: a case study using latent dirichlet allocation method

Bernadeta Griciūtė

Lifeng Han

Goran Nenadic

2023/6/26

Medmine: Examining pre-trained language models on medication mining

arXiv preprint arXiv:2308.03629

Haifa Alrdahi

Lifeng Han

Hendrik Šuvalov

Goran Nenadic

2023/8/7

Extraction of Medication and Temporal Relation from Clinical Text using Neural Language Models

Hangyu Tu

Lifeng Han

Goran Nenadic

2023/12/15

Generating medical prescriptions with conditional transformer

arXiv e-prints

Samuel Belkadi

Nicolo Micheletti

Lifeng Han

Warren Del-Pinto

Goran Nenadic

2023/10

P051 Development and evaluation of a text-analytics algorithm for automated application of the BSR COVID-19 shielding criteria in rheumatology patients

Rheumatology

Meghna Jani

Ghada Alfattni

Maksim Belousov

Yuanyuan Zhang

Michael Cheng

...

2023/4/1

PULSAR: Pre-training with extracted healthcare terms for summarising patients' problems and data augmentation with black-box large language models

arXiv preprint arXiv:2306.02754

Hao Li

Yuping Wu

Viktor Schlegel

Riza Batista-Navarro

Thanh-Tung Nguyen

...

2023/6/5

Predicting Perfect Quality Segments in MT Output with Fine-Tuned OpenAI LLM: Is it possible to capture editing distance patterns from historical data?

arXiv preprint arXiv:2308.00158

Serge Gladkoff

Gleb Erofeev

Lifeng Han

Goran Nenadic

2023/7/31

Large language models and control mechanisms improve text readability of biomedical abstracts

arXiv preprint arXiv:2309.13202

Zihao Li

Samuel Belkadi

Nicolo Micheletti

Lifeng Han

Matthew Shardlow

...

2023/9/22

Exploring the Consistency, Quality and Challenges in Manual and Automated Coding of Free-text Diagnoses from Hospital Outpatient Letters

arXiv preprint arXiv:2311.10856

Warren Del-Pinto

George Demetriou

Meghna Jani

Rikesh Patel

Leanne Gray

...

2023/11/17

Student's t-Distribution: On Measuring the Inter-Rater Reliability When the Observations are Scarce

arXiv preprint arXiv:2303.04526

Serge Gladkoff

Lifeng Han

Goran Nenadic

2023/3/8

POS0371 DEVELOPMENT AND EVALUATION OF A TEXT-ANALYTICS ALGORITHM FOR AUTOMATED APPLICATION OF NATIONAL COVID-19 SHIELDING CRITERIA IN RHEUMATOLOGY PATIENTS

M Jani

G Alfattni

M Belousov

Y Zhang

M Cheng

...

2023/6/1

See List of Professors in Goran Nenadic University(Manchester University)

Co-Authors

H-index: 84
David L Robertson

David L Robertson

University of Glasgow

H-index: 71
Robert Stevens

Robert Stevens

Manchester University

H-index: 56
Will Dixon

Will Dixon

Manchester University

H-index: 47
Mike Barnes

Mike Barnes

Manchester University

H-index: 44
Casey Bergman

Casey Bergman

University of Georgia

H-index: 41
Xiao-Jun Zeng

Xiao-Jun Zeng

Manchester University

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