Enhanced adverse drug event extraction using prefix-based multi-prompt tuning in transformer models

QR Code

Enhanced adverse drug event extraction using prefix-based multi-prompt tuning in transformer models

Extracting mentions of adverse drug events and relationships between them is crucial for effective pharmacovigilance and drug safety surveillance. Recently, transformer-based models have significantly improved this task through fine-tuning. However, traditional fine-tuning of transformer models, esp...

Full description

Bibliographic Details
Main Authors:	Modi, Salisu, Kasmiran, Khairul Azhar, Mohd Sharef, Nurfadhlina, Sharum, Mohd Yunus
Format:	Article
Language:	English
Published:	Politeknik Negeri Padang 2024
Online Access:	http://psasir.upm.edu.my/id/eprint/117021/ http://psasir.upm.edu.my/id/eprint/117021/1/117021.pdf

Similar Items

Extracting adverse drug events from clinical notes: a systematic review of approaches used
by: Modi, Salisu, et al.
Published: (2024)

Examining text categorization methods for incidents analysis
by: Mohd Sharef, Nurfadhlina, et al.
Published: (2012)

Re: a prefix
by: Doropoulos, Moira, et al.
Published: (2011)

Adverse drug events in Malaysia: medication-related admissions and pharmacists' experiences
by: Karuppannan, Mahmathi
Published: (2012)

New perspectives on the prefix array
by: Smyth, William Fennell, et al.
Published: (2008)

Comparison of parallel prefix adder (PPA)
by: Voon, Peter
Published: (2010)

Act to be amended promptly
by: The Borneo, Post
Published: (2008)

Investigating the detection of adverse drug events in a UK general practice electronic health-care database
by: Reps, Jenna, et al.
Published: (2011)

SEQ2SEQ++: a multitasking-based seq2seq model to generate meaningful and relevant answers
by: Palasundram, Kulothunkan, et al.
Published: (2021)

Enhancements to the sequence-to-sequence-based natural answer generation models
by: Palasundram, Kulothunkan, et al.
Published: (2020)

Peri-operative adverse respiratory events in children
by: Von Ungern-Sternberg, B., et al.
Published: (2015)

Mining Sequential Patterns using I-PrefixSpan
by: Saputra , Dhany, et al.
Published: (2008)

Adverse drug reactions in West Africa
by: Cliff-Eribo, Kennedy O.
Published: (2016)

Pharmacovigilance and reporting adverse drug reactions.
by: Isa NM,
Published: (2014)

Renal impairment is an independent predictor of adverse events post coronary intervention in patients with and without drug-eluting stents
by: Shaw, J., et al.
Published: (2008)

Study of Natural Health Product Adverse Reactions (SONAR): Active Surveillance of Adverse Events Following Concurrent Natural Health product and Prescription Drug Use in Community Pharmacies
by: Vohra, S., et al.
Published: (2012)

A comparative study of nasal final prefixes in Malay and English
by: Sharifah Raihan Syed Jaafar,
Published: (2012)

Ofdm system cyclic prefix characteristic analaysis for wimax technology
by: Mohammed Ahmed, Adeb Ali
Published: (2015)

Adverse drug reaction reporting in Australian hospitals
by: Nita, Yunita
Published: (2002)

Temporal trends analysis for dengue outbreak and network threats severity prediction accuracy improvement
by: Mohd Sharef, Nurfadhlina, et al.
Published: (2019)

A prospective study of adverse drug reactions to antiepileptic drugs in children
by: Anderson, Mark, et al.
Published: (2015)

Serious adverse event reporting in investigator-initiated clinical trials
by: Wallace, S., et al.
Published: (2016)

Sequential pattern mining using PrefixSpan with pseudoprojection and separator database
by: Saputra, D., et al.
Published: (2008)

Exploiting Cyclic Prefix in Turbo FDE Systems Using Factor Graph
by: Yang, J., et al.
Published: (2013)

Fast IP table lookup-construction using lexicographic prefix ordering
by: Hiryanto, L., et al.
Published: (2005)

The effect of intended duration of clopidogrel use on early and late mortality and major adverse cardiac events in patients with drug-eluting stents
by: Butler, M., et al.
Published: (2009)

Learning lessons from adverse drug reactions in children
by: Sammons, Helen, et al.
Published: (2016)

Adverse drug reaction with midazolam use in Emergency Department
by: Nik Azlan Nik Muhamad,, et al.
Published: (2016)

A Pharmacoinformatic Prediction Model For Adverse Drug Reactions
by: Omar, Moayyad Jamal Abdel Jabbar Al
Published: (2010)

The effectiveness of PROMPT therapy for children with cerebral palsy
by: Ward, Roslyn
Published: (2012)

The prompt emission & peculiar break of GRB060124
by: Curran, Peter, et al.
Published: (2006)

'Cuts prompt varsities to get own financing'
by: New Straits Times,
Published: (2016)

Sequence to sequence model performance for education chatbot
by: Palasundram, Kulothunkan, et al.
Published: (2019)

Neurological events reported after COVID-19 vaccines: an analysis of vaccine adverse event reporting system
by: Frontera, Jennifer A., et al.
Published: (2022)

Analysis of adverse drug reactions related to drug-induced renal injury based on spontaneous adverse drug reactions reporting in Malaysia 2010 – 2014 / Nurulmaya Ahmad Sa'ad
by: Ahmad Sa'ad, Nurulmaya
Published: (2016)

Analysis of selected literature on prefixing (Taqdim and ending (TA’KHIR) language style
by: Muhammad Anas Alias,, et al.
Published: (2022)

A Factor Graph Approach to Exploiting Cyclic Prefix for Equalization in OFDM Systems
by: Yang, J., et al.
Published: (2013)

The acquisition of noun prefixes and suffixes during coloring activities among Malay children
by: Baharon, Burhan Murshidi, et al.
Published: (2023)

Design of cyclic prefix characteristic-based OFDM system for WiMAX technology
by: Das, Bhagwan, et al.
Published: (2019)

Multi-objective deep reinforcement learning for recommendation systems
by: Keat, Ee Yeo, et al.
Published: (2022)