logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
L

Lilian Berton

Universidade Federal de São Paulo

16H-index
104Paper Count
1.2KCitation Count
Published Papers 16
Publication Date
logo
User Interface Design for AI-Based Medical Imaging: A Scoping Review
errJournal of Digital Imaging
IF3.8
err2026-08-03
err0
PREAI
errIsabela Cristina Amaro Souza; Lilian Berton
errShare
errSave
Fair Foundation Models for Medical Image Analysis: Challenges and Perspectives
errACM Transactions on Computing for Healthcare
IF0
err2026-03-01
err2
PREAI
errQueiroz, Dilermando; Carlos, Anderson; Anjos, Andre; Berton, Lilian
errShare
errSave
Parallelizing Irregular DOACROSS Loops Using ChatGPT and Transactional Memory in OpenMP
errOPENMP: BALANCING PRODUCTIVITY AND PERFORMANCE PORTABILITY, IWOMP 2025
IF0
err2026-01-01
err0
PREAI
errSalamanca, Juan; Baldassin, Alexandro; Ayguade, Eduard; Berton, Lilian; Garcia, Islene Calciolari
errShare
errSave
APVAT: Attention Perturbation in Virtual Adversarial Training for Semi-supervised Learning
errINTELLIGENT SYSTEMS, BRACIS 2025, PT I
IF0
err2026-01-01
err0
PREAI
errDuarte, Jose Marcio; Milios, Evangelos; Berton, Lilian
errShare
errSave
Unlocking the potential of news: A systematic review of advantages and challenges for event detection and analysis
errComputer Science Review
IF12.7
err2025-10-06
err0
PREAI
errKlaifer Garcia; Lilian Berton
errShare
errSave
Optimizing fairness and utility in healthcare machine learning models
errApplied Soft Computing
IF6.6
err2025-06-28
err0
PREAI
errMaíra Blumer Fatoretto; Gökhan Özbulak; André Anjos; Lilian Berton
errShare
errSave
Attentive Bidirectional Long Short-Term Memory Model to Predict the Remaining Useful Life of Aircraft Engines
errIEEE Access
IF3.6
err2025-01-01
err0
errOAAI
errAndréia Seixas Leal; Ravinesh C. Deo; Salvin S. Prasad; Luis Carlos De Castro Santos; Mumtaz Ali; Lilian Berton
errShare
errSave
An Enhanced Framework for Overcoming Pitfalls and Enabling Model Interpretation in Pneumonia and Covid-19 Classification
errIEEE ACCESS
IF3.6
err2023-01-01
err1
errOAAI
errSantos, Matheus A. De Castro; Berton, Lilian
errShare
errSave
Link Prediction Based on Stochastic Information Diffusion
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2022-08-01
err18
PREAI
errVega-Oliveros, Didier A.; Zhao, Liang; Rocha, Anderson; Berton, Lilian
errShare
errSave
A Temporal Event Graph Approach and Robustness Analysis for Air Transport Network
errIEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING
IF7.9
err2021-10-01
err5
PREAI
errSano, Humberto Hayashi; Berton, Lilian
errShare
errSave
Topic detection and sentiment analysis in Twitter content related to COVID-19 from Brazil and the USA
errAPPLIED SOFT COMPUTING
IF6.6
err2021-03-01
err173
errOAAI
errGarcia, Klaifer; Berton, Lilian
errShare
errSave
Identifying noisy labels with a transductive semi-supervised leave-one-out filter
errPATTERN RECOGNITION LETTERS
IF3.3
err2020-12-01
err5
errOAAI
errde Aquino Afonso, Bruno Klaus; Berton, Lilian
errShare
errSave
Classifying El Ni&x00F1;o-Southern Oscillation Combining Network Science and Machine Learning
errIEEE ACCESS
IF3.6
err2020-01-01
err11
errOAAI
errDe Castro Santos, Matheus A.; Vega-Oliveros, Didier A.; Zhao, Liang; Berton, Lilian
errShare
errSave
A multi-centrality index for graph-based keyword extraction
errINFORMATION PROCESSING & MANAGEMENT
IF6.9
err2019-11-01
err60
PREAI
errVega-Olivero, Didier A.; Gomes, Pedro Spoljaric; Milios, Evangelos E.; Berton, Lilian
errShare
errSave
Evaluating link prediction by diffusion processes in dynamic networks
errSCIENTIFIC REPORTS
IF3.9
err2019-07-25
err10
errOAAI
errVega-Oliveros, Didier A.; Zhao, Liang; Berton, Lilian
errShare
errSave
RGCLI: Robust Graph that Considers Labeled Instances for Semi Supervised Learning
errNEUROCOMPUTING
IF6.5
err2017-02-01
err18
PREAI
errBerton, Lilian; Faleiros, Thiago de Paulo; Valejo, Alan; Valverde-Rebaza, Jorge; Lopes, Alneu de Andrade
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
R
Ravinesh C. Deo
H-index: 81 · Papers: 588
E
Eduard Ayguadé
H-index: 48 · Papers: 493
A
Anderson Rocha
H-index: 43 · Papers: 390
E
Evangelos Milios
H-index: 43 · Papers: 367
L
Liang Zhao
H-index: 31 · Papers: 363
View more