Sandra Avila - Publications, H-index & Citations

Sandra Avila

universidade de campinas

26H指数

154论文数

3.6K被引数

收录论文 17

发表时间

Artificial intelligence on inflammatory dermatoses: where we are and where are we going?人工智能在炎症性皮肤疾病中的应用：我们目前所处的位置及未来的发展方向？

Anais Brasileiros de Dermatologia

IF3.6

2025-07-18

OAAI

Dimitri Luz F. Silva; Rafael Rubinho; Ariany Denofre; Sandra Avila; Renata Ferreira Magalhães

Even small correlation and diversity shifts pose dataset-bias issues 即使是很小的相关性和多样性变化也会带来数据集偏差问题

PATTERN RECOGNITION LETTERS

IF3.3

2024-03-01

OAAI

Bissoto, Alceu; Barata, Catarina; Valle, Eduardo; Avila, Sandra

Revolutionising food advertising monitoring: a machine learning-based method for automated classification of food videos 革命性的食品广告监控: 一种基于机器学习的食品视频自动分类方法

PUBLIC HEALTH NUTRITION

IF3

2023-11-10

OAAI

Rodrigues, Michele Bittencourt; Ferreira, Victoria Pedrazzoli; Claro, Rafael Moreira; Martins, Ana Paula Bortoletto; Avila, Sandra; Horta, Paula Martins

A survey on deep learning for skin lesion segmentation

MEDICAL IMAGE ANALYSIS

IF11.8

2023-08-01

OAAI

Mirikharaji, Zahra; Abhishek, Kumar; Bissoto, Alceu; Barata, Catarina; Avila, Sandra; Valle, Eduardo; Celebi, M. Emre; Hamarneh, Ghassan

Tumor antigen-unbiased variable epitope library contains mimotopes with antitumor effect in a mouse model of breast cancer

MOLECULAR IMMUNOLOGY

IF3

2023-05-01

PREAI

Martinez-Cortes, Fernando; Dominguez-Romero, Allan Noe; Perez-Hernandez, Erendira G.; Orozco-Delgado, Diana L.; Avila, Sandra; Odales, Josue; Valle, Jesus Guzman; Gevorkian, Goar; Manoutcharian, Karen

The framing of time-dependent machine learning models improves risk estimation among young individuals with acute coronary syndromes

SCIENTIFIC REPORTS

IF3.9

2023-01-19

OAAI

de Carvalho, Luiz Sergio Fernandes; Alexim, Gustavo; Nogueira, Ana Claudia Cavalcante; Fernandez, Marta Duran; Rezende, Tito Barbosa; Avila, Sandra; Reis, Ricardo Torres Bispo; Soares, Alexandre Anderson Munhoz; Sposito, Andrei Carvalho

Weakly supervised attention-based models using activation maps for citrus mite and insect pest classification

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2022-04-01

OAAI

Bollis, Edson; Maia, Helena; Pedrini, Helio; Avila, Sandra

Machine Learning Improves the Identi fication of Individuals With Higher Morbidity and Avoidable Health Costs After Acute Coronary Syndromes

VALUE IN HEALTH

IF6

2020-12-01

OAAI

Fernandes de Carvalho, Luiz Sergio; Gioppato, Silvio; Fernandez, Marta Duran; Trindade, Bernardo Carvalho; Silva, Jose Carlos Quinaglia E.; Sergio Miranda, Rebeca Gouget; Matos de Souza, Jose Roberto; Nadruz, Wilson; Fontes Avila, Sandra Eliza; Sposito, Andrei Carvalho

Grape detection, segmentation, and tracking using deep neural networks and three-dimensional association

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2020-03-01

206

OAAI

Santos, Thiago T.; de Souza, Leonardo L.; dos Santos, Andreza A.; Avila, Sandra

Data, depth, and design: Learning reliable models for skin lesion analysis

NEUROCOMPUTING

IF6.5

2020-03-01

OAAI

Valle, Eduardo; Fornaciali, Michel; Menegola, Afonso; Tavares, Julia; Bittencourt, Flavia Vasques; Li, Lin Tzy; Avila, Sandra

A data-driven approach to referable diabetic retinopathy detection

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2019-05-01

PREAI

Pires, Ramon; Avila, Sandra; Wainer, Jacques; Valle, Eduardo; Abramoff, Michael D.; Rocha, Anderson

Multimodal data fusion for sensitive scene localization 多模态数据融合在敏感场景定位中的应用

INFORMATION FUSION

IF15.5

2019-01-01

PREAI

Moreira, Daniel; Avila, Sandra; Perez, Mauricio; Moraes, Daniel; Testoni, Vanessa; Valle, Eduardo; Goldenstein, Siome; Rocha, Anderson

Video pornography detection through deep learning techniques and motion information

NEUROCOMPUTING

IF6.5

2017-03-01

PREAI

Perez, Mauricio; Avila, Sandra; Moreira, Daniel; Moraes, Daniel; Testoni, Vanessa; Valle, Eduardo; Goldenstein, Siome; Rocha, Anderson

Beyond Lesion-Based Diabetic Retinopathy: A Direct Approach for Referral

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2017-01-01

PREAI

Pires, Ramon; Avila, Sandra; Jelinek, Herbert F.; Wainer, Jacques; Valle, Eduardo; Rocha, Anderson

A mid-level video representation based on binary descriptors: A case study for pornography detection

NEUROCOMPUTING

IF6.5

2016-11-01

OAAI

Caetano, Carlos; Avila, Sandra; Schwartz, William Robson; Guimaraes, Silvio Jamil F.; Araujo, Arnaldo de A.

A pilot study of nimotuzumab plus single agent chemotherapy as second- or third-line treatment or more in patients with recurrent, persistent or metastatic cervical cancer

CANCER BIOLOGY & THERAPY

IF4.6

2015-03-24

OAAI

Cetina, Lucely; Crombet, Tania; Jimenez-Lima, Roberto; Zapata, Sergio; Ramos, Mayra; Avila, Sandra; Coronel, Jaime; Charco, Eduardo; Bojalil, Rafael; Astudillo, Horacio; Bazan, Blanca; Duenas-Gonzalez, Alfonso

VSUMM: A mechanism designed to produce static video summaries and a novel evaluation method

PATTERN RECOGNITION LETTERS

IF3.3

2011-01-01

471

PREAI

Fontes de Avila, Sandra Eliza; Brandao Lopes, Ana Paula; da Luz, Antonio, Jr.; Araujo, Arnaldo de Albuquerque

研究方向