CEREIA - REFERENCE CENTER ON ARTIFICIAL INTELLIGENCE

• Grant number: 20/09706-7
• Support Opportunities: Research Grants - Applied Research Centers Program
• Start date: March 01, 2023
• End date: February 29, 2028
• Field of knowledge: Interdisciplinary Subjects
• Agreement: MCTI/MC
• Principal Investigator: José Soares de Andrade Júnior
• Grantee: José Soares de Andrade Júnior
• Host Institution: Reitoria. Universidade Federal do Ceará (UFC). Fortaleza , SP, Brazil
• City of the host institution: Fortaleza
• Principal investigators: Guilherme de Alencar Barreto ; Javam Castro Machado ; João José Vasco Peixoto Furtado ; Jose Antonio Fernandes de Macedo ; Pedro de Alcantara dos Santos Neto ; Ricardo de Andrade Lira Rabelo
• Principal investigators: João Paulo Pordeus Gomes ; Marco Antonio Casanova
• Associated researchers: Adalton de Sena Almeida ; Ajalmar Rego da Rocha Neto ; Aluizio Fausto Ribeiro Araújo ; André Lima Férrer de Almeida ; Anselmo Cardoso de Paiva ; Antonio Luz Furtado ; Antonio Pereira Junior ; Bruno Bezerra de Menezes Cavalcante ; CARLOS EDUARDO PEDREIRA ; César Lincoln Cavalcante Mattos ; Charles Casimiro Cavalcante ; Deborah Maria Vieira Magalhães ; Flávio Henrique Duarte de Araújo ; Flávio Rubens de Carvalho Sousa ; Francisco Jadson Franco Moreira ; Geraldo Bezerra da Silva Junior ; Hélio Côrtes Vieira Lopes ; João Bosco Ferreira Filho ; João Paulo do Vale Madeiro ; João Paulo Pordeus Gomes ; Jose Manoel de Seixas ; Leandro Chaves Rêgo ; Maria elizabeth sucupira furtado ; Melissa Lemos Cavaliére ; Ney Paranaguá de Carvalho ; Paulo César Cortez ; Pedro Almir Martins de Oliveira ; Pedro Pedrosa Rebouças Filho ; Raimundo Santos Moura ; Ricardo Martins Ramos ; Rodrigo de Melo Souza Veras ; SIMONE DINIZ JUNQUEIRA BARBOSA ; Ticiana Linhares Coelho da Silva ; Vitor Augusto Correa Cortez Almeida ; Vladia Celia Monteiro Pinheiro
• Associated scholarship(s): 25/25055-0 - Development of embedded systems for distributed control and biosignal acquisition applied to the Internet of Medical Things (IoMT), BP.PD; 25/26346-8 - Chronic Disease Prediction, BP.MS; 25/20431-3 - Patient Engagement in Health Promotion and Chronic Disease Prevention Programs, BP.MS; + associated scholarships 25/19815-1 - PATIENT ENGAGEMENT IN HEALTH PROMOTION AND CHRONIC DISEASE PREVENTION PROGRAMS, BP.MS; 25/04319-9 - Chronic Diseases Prediction, BP.PD; 25/12065-7 - CEREIA - Line 05 (Anamnesis Assisted by Artificial Intelligence), BP.MS; 24/05236-7 - PATIENT ENGAGEMENT IN HEALTH PROMOTION AND PREVENTION OF CHRONIC DISEASES PROGRAMS, BP.MS; 24/08201-0 - PATIENT ENGAGEMENT IN HEALTH PROMOTION AND PREVENTION OF CHRONIC DISEASES PROGRAMS, BP.DR; 24/04547-9 - High Quality Interfaces for Data Science, BP.PD; 24/01430-3 - PATIENT ENGAGEMENT IN HEALTH PROMOTION AND PREVENTION OF CHRONIC DISEASES PROGRAMS, BP.PD; 23/12842-8 - Intelligent Systems for Remote Patient Monitoring, BP.DR; 23/15728-1 - Artificial Intelligence for Prediction and Early Diagnosis of Cancer, BP.DR; 23/12602-7 - Prediction of Chronic Diseases, BP.MS; 23/11174-1 - PATIENT ENGAGEMENT IN HEALTH PROMOTION AND PREVENTION OF CHRONIC DISEASES PROGRAMS, BP.IC; 23/11503-5 - PATIENT ENGAGEMENT IN HEALTH PROMOTION AND PREVENTION OF CHRONIC DISEASES PROGRAMS, BP.MS; 23/09099-1 - Analysis and processing of dental images to assist service audit procedures., BP.IC; 23/09098-5 - Analysis and processing of dental images to assist service audit procedures., BP.IC - associated scholarships

Abstract

This is an institutional and research proposal for the implementation of an applied research center (reference center) in artificial intelligence and data science, located in Fortaleza-CE, at the Federal University of Ceara, with an initial focus on healthcare applications, partnering with a national health insurance company, HAP Vida Assistência Medica Ltda. The following Science and Technology institutions are also partners: Catholic Univeristy of Rio de Janeiro (PUC-RIO), Federal Univ. of Piaui, University of Fortaleza. The proposal also counts with the support from FUNCAP (Ceara state research support foundation). The proposed international council is composed of members from New York University, University of Houston, University of Florida, University of Minho (Portugal), and Nankai University (China). (AU)

Scientific publications

(9)

(The scientific publications listed on this page originate from the Web of Science or SciELO databases. Their authors have cited FAPESP grant or fellowship project numbers awarded to Principal Investigators or Fellowship Recipients, whether or not they are among the authors. This information is collected automatically and retrieved directly from those bibliometric databases.)

MAGALHAES JUNIOR, GILVAN VERAS; SANTOS, RONEY L. DE S.; VOGADO, LUIS H. S.; DE PAIVA, ANSELMO CARDOSO; NETO, PEDRO DE ALCANTARA DOS SANTOS. XRaySwinGen: Automatic medical reporting for X-ray exams with multimodal model. HELIYON, v. 10, n. 7, p. 8-pg., 2024-03-25. (20/09706-7)

BORGES, GUILHERME ANTONIO; SANTOS DOS ANJOS, JULIO CESAR; SILVA, JORGE SA. Federated Learning for Sleep Detection Problems. 2024 IEEE INTERNATIONAL CONFERENCE ON SMART COMPUTING, SMARTCOMP 2024, v. N/A, p. 6-pg., 2024-01-01. (20/09706-7)

ROCHA DA CRUZ, OTAVIO AUGUSTO; PEREIRA, CARLOS EDUARDO; DE FREITAS, EDISON PIGNATON; SANTOS DA SILVA, ANTONIO ARLIS; DO ROSARIO, DENIS LIMA; CERQUEIRA, EDUARDO COELHO; MENDES, PAULO; SANTOS DOS ANJOS, JULIO CESAR. Micro-Chain: Towards the use of NDN microservices. 39TH ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING, SAC 2024, v. N/A, p. 3-pg., 2024-01-01. (20/09706-7)

VALENTE NETO, ERNESTO GURGEL; PEIXOTO, SOLON ALVES; QUIETINHO LEITHARDT, VALDERI REIS; DE PAZ SANTANA, JUAN FRANCISCO; DOS ANJOS, JULIO C. S.. Adding Data Quality to Federated Learning Performance Improvement. IEEE ACCESS, v. 13, p. 26-pg., 2025-01-01. (20/09706-7)

FARINA, MAURICIO D. O.; POHREN, DANIEL H.; ROQUE, ALEXANDRE DOS S.; SILVA, ANTONIO; DA COSTA, JOAO PAULO J.; FONTOURA, LISANDRA MANZONI; DOS ANJOS, JULIO C. S.; DE FREITAS, EDISON PIGNATON. Hardware-Independent Embedded Firmware Architecture Framework. JOURNAL OF INTERNET SERVICES AND APPLICATIONS, v. 15, n. 1, p. 11-pg., 2024-01-01. (20/09706-7)

SILVA TELES, FELIPE ROGERIO; MENDES, ALISON CORREA; DE PAIVA, ANSELMO CARDOSO; SOUSA DE ALMEIDA, JOAO DALLYSON; BRAZ JUNIOR, GERALDO; SILVA, ARISTOFANES CORREA; DOS SANTOS NETO, PEDRO DE ALCANTARA. Tooth Detection and Numbering in Panoramic Radiographs Using YOLOv8-Based Approach. WIRELESS MOBILE COMMUNICATION AND HEALTHCARE, MOBIHEALTH 2023, v. 578, p. 15-pg., 2024-01-01. (20/09706-7)

COSTA GOMES, JOAO EDUARDO; EHLERT, RICARDO RODRIGUES; BOESCHE, RODRIGO MURILLO; DE LIMA, VINICIUS SANTOS; STOCCHERO, JORGITO MATIUZZI; BARONE, DANTE A. C.; WICKBOLDT, JULIANO ARAUJO; DE FREITAS, EDISON PIGNATON; DOS ANJOS, JULIO C. S.; DE ARAUJO FERNANDES, RICARDO QUEIROZ. Surveying Emerging Network Approaches for Military Command and Control Systems. ACM COMPUTING SURVEYS, v. 56, n. 6, p. 38-pg., 2024-06-01. (20/09706-7)

FARINA, MAURICIO D. O.; DOS ANJOS, JULIO C. S.; DE FREITAS, EDISON PIGNATON. Real-Time Auto Calibration for Heterogeneous Wireless Sensor Networks. JOURNAL OF INTERNET SERVICES AND APPLICATIONS, v. 13, n. 1, p. 9-pg., 2023-01-01. (20/09706-7)

DOS ANJOS, JULIO C. S.; MATTEUSSI, KASSIANO J.; ORLANDI, FERNANDA C.; BARBOSA, JORGE L. V.; SILVA, JORGE SA; BITTENCOURT, LUIZ F.; GEYER, CLAUDIO F. R.. A Survey on Collaborative Learning for Intelligent Autonomous Systems. ACM COMPUTING SURVEYS, v. 56, n. 4, p. 37-pg., 2024-04-01. (20/09706-7, 21/11325-4)