A framework for integration of feature extraction techniques and complex databases for MIVisBD

• Grant number: 18/24414-2
• Support Opportunities: Scholarships in Brazil - Technical Training Program - Technical Training
• Start date: March 01, 2019
• End date: August 31, 2020
• Field of knowledge: Physical Sciences and Mathematics - Computer Science - Computer Systems
• Principal Investigator: Caetano Traina Junior
• Grantee: Mirela Teixeira Cazzolato
• Host Institution: Instituto de Ciências Matemáticas e de Computação (ICMC). Universidade de São Paulo (USP). São Carlos , SP, Brazil
• Associated research grant: 16/17078-0 - Mining, indexing and visualizing Big Data in clinical decision support systems (MIVisBD), AP.TEM

Scientific publications

(14)

(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

CAZZOLATO, MIRELA T.; RAMOS, JONATHAN S.; RODRIGUES, LUCAS S.; SCABORA, LUCAS C.; CHINO, DANIEL Y. T.; JORGE, ANA E. S.; DE AZEVEDO-MARQUES, PAULO MAZZONCINI; JR, CAETANO TRAINA; TRAINA, AGMA J. M.. The UTrack framework for segmenting and measuring dermatological ulcers through telemedicine. COMPUTERS IN BIOLOGY AND MEDICINE, v. 134, JUL 2021. (18/24414-2, 16/17078-0, 16/17330-1, 20/07200-9, 20/11258-2, 20/10902-5)

GIUNTINI, FELIPE TALIAR; DE MORAES, KAUE L.; CAZZOLATO, MIRELA T.; KIRCHNER, LUZIANE DE FATIMA; DOS REIS, MARIA DE JESUS D.; TRAINA, AGMA J. M.; CAMPBELL, ANDREW T.; UEYAMA, JO. Modeling and Assessing the Temporal Behavior of Emotional and Depressive User Interactions on Social Networks. IEEE ACCESS, v. 9, p. 93182-93194, 2021. (13/07375-0, 20/11258-2, 18/24414-2, 18/17335-9, 16/17078-0, 20/07200-9)

GIUNTINI, FELIPE TALIAR; DE MORAES, KAUE L. P.; CAZZOLATO, MIRELA T.; KIRCHNER, LUZIANE DE FATIMA; DOS REIS, MARIA DE JESUS D.; TRAINA, AGMA J. M.; CAMPBELL, ANDREW T.; UEYAMA, JO. Tracing the Emotional Roadmap of Depressive Users on Social Media Through Sequential Pattern Mining. IEEE ACCESS, v. 9, p. 97621-97635, 2021. (18/24414-2, 20/07200-9, 13/07375-0, 16/17078-0, 20/11258-2, 18/17335-9)

RAMOS, JONATHAN S.; CAZZOLATO, MIRELA T.; NOGUEIRA-BARBOSA, MARCELLO H.; TRAINA, AGMA J. M.; ACM. FINE: Improving time and precision of segmentation techniques for vertebral compression fractures in MRI. PROCEEDINGS OF THE 35TH ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING (SAC'20), v. N/A, p. 4-pg., 2020-01-01. (18/24414-2, 16/17078-0, 17/23780-2)

RODRIGUES, LUCAS SANTIAGO; CAZZOLATO, MIRELA TEIXEIRA; MACHADO TRAINA, AGMA JUCI; TRAINA JR, CAETANO; SATOH, S; ZIMEK, A; BARTOLINI, I; JONSSON, BP; VADICAMO, L; CARRARA, F; et al. Taking Advantage of Highly-Correlated Attributes in Similarity Queries with Missing Values. SIMILARITY SEARCH AND APPLICATIONS, SISAP 2020, v. 12440, p. 9-pg., 2020-01-01. (20/07200-9, 18/24414-2, 16/17078-0, 20/10902-5)

ZABOT, GUILHERME F.; CAZZOLATO, MIRELA T.; SCABORA, LUCAS C.; TRAINA, AGMA J. M.; TRAINA-, CAETANO, JR.; IEEE. Efficient Indexing of Multiple Metric Spaces with Spectra. 2019 IEEE INTERNATIONAL SYMPOSIUM ON MULTIMEDIA (ISM 2019), v. N/A, p. 8-pg., 2019-01-01. (18/24414-2, 16/17078-0, 16/17330-1)

ZABOT, GUILHERME F.; CAZZOLATO, MIRELA T.; SCABORA, LUCAS C.; FAICAL, BRUNO S.; TRAINA, AGMA J. M.; TRAINA, CAETANO, JR.; IEEE. UCORM: Indexing Uncorrelated Metric Spaces for Concise Content-Based Retrieval of Medical Images. 2019 IEEE 32ND INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS (CBMS), v. N/A, p. 6-pg., 2019-01-01. (18/24414-2, 16/17078-0, 18/06228-7, 16/17330-1)

RAMOS, JONATHAN S.; CAZZOLATO, MIRELA T.; FAICAL, BRUNO S.; NOGUEIRA-BARBOSA, MARCELLO H.; TRAINA, CAETANO, JR.; TRAINA, AGMA J. M.; IEEE. 3DBGrowth: volumetric vertebrae segmentation and reconstruction in magnetic resonance imaging. 2019 IEEE 32ND INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS (CBMS), v. N/A, p. 6-pg., 2019-01-01. (18/24414-2, 17/23780-2, 18/06228-7, 16/17078-0)

GIUNTINI, FELIPE T.; CAZZOLATO, MIRELA T.; DOS REIS, MARIA DE JESUS DUTRA; CAMPBELL, ANDREW T.; TRAINA, AGMA J. M.; UEYAMA, JO. A review on recognizing depression in social networks: challenges and opportunities. JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, v. 11, n. 11, SI, p. 4713-4729, NOV 2020. (16/17078-0, 18/17335-9, 13/07375-0, 18/24414-2)

CAZZOLATO, MIRELA T.; SCABORA, LUCAS C.; NESSO-JR, MARCOS R.; MILANO-OLIVEIRA, LUIS F.; COSTA, ALCEU F.; KASTER, DANIEL S.; KOENIGKAM-SANTOS, MARCEL; DE AZEVEDO-MARQUES, PAULO MAZZONCINI; TRAINA-JR, CAETANO; TRAINA, AGMA J. M.. dp-BREATH: Heat maps and probabilistic classification assisting the analysis of abnormal lung regions. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, v. 173, p. 27-34, MAY 2019. (16/17078-0, 16/17330-1, 18/24414-2)

CAZZOLATO, MIRELA T.; TRAINA, AGMA J. M.; BOHM, KLEMENS. Establishing trajectories of moving objects without identities: The intricacies of cell tracking and a solution. INFORMATION SYSTEMS, v. 105, MAR 2022. (20/11258-2, 16/17078-0, 20/07200-9, 18/24414-2)

CAZZOLATO, MIRELA T.; RAMOS, JONATHAN S.; RODRIGUES, LUCAS S.; SCABORA, LUCAS C.; CHINO, DANIEL Y. T.; JORGE, ANA E. S.; DE AZEVEDO-MARQUES, PAULO MAZZONCINI; TRAINA JR, CAETANO; TRAINA, AGMA J. M.; DEHERRERA, AGS; et al. Semi-Automatic Ulcer Segmentation and Wound Area Measurement Supporting Telemedicine. 2020 IEEE 33RD INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS(CBMS 2020), v. N/A, p. 6-pg., 2020-01-01. (16/17078-0, 20/07200-9, 17/23780-2, 18/24414-2, 16/17330-1)

RAMOS, JONATHAN S.; CAZZOLATO, MIRELA T.; FAICAL, BRUNO S.; LINARES, OSCAR A. C.; NOGUEIRA-BARBOSA, MARCELLO H.; TRAINA, CAETANO, JR.; TRAINA, AGMA J. M.; IEEE. Fast and smart segmentation of paraspinal muscles in magnetic resonance imaging with CleverSeg. 2019 32ND SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI), v. N/A, p. 8-pg., 2019-01-01. (18/24414-2, 16/17078-0, 17/23780-2, 18/06228-7)

CHINO, DANIEL Y. T.; SCABORA, LUCAS C.; CAZZOLATO, MIRELA T.; JORGE, ANA E. S.; TRAINA-, JR., CAETANO; TRAINA, AGMA J. M.. Segmenting skin ulcers and measuring the wound area using deep convolutional networks. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, v. 191, JUL 2020. (16/17078-0, 16/17330-1, 14/25125-3, 18/24414-2)