Jessica Sena

According to our database, Jessica Sena authored at least 14 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Imputation in well log data: A benchmark for machine learning methods.

Pedro H. T. Gama, Jackson Faria, Jessica Sena, Francisco Neves, Vinícius R. Riffel, Lucas Perez, André L. Korenchendler, Matheus C. A. Sobreira, Alexei M. C. Machado

Comput. Geosci., 2025

2024

Transformers and large language models in healthcare: A review.

Subhash Nerella, Sabyasachi Bandyopadhyay, Jiaqing Zhang, Miguel Contreras, Scott Siegel, Aysegul Bumin, Brandon Silva, Jessica Sena, Benjamin Shickel, Azra Bihorac, Kia Khezeli, Parisa Rashidi

Artif. Intell. Medicine, 2024

2023

The Potential of Wearable Sensors for Assessing Patient Acuity in Intensive Care Unit (ICU).

Jessica Sena, Mohammad Tahsin Mostafiz, Jiaqing Zhang, Andrea Davidson, Sabyasachi Bandyopadhyay, Yuanfang Ren, Tezcan Ozrazgat-Baslanti, Benjamin Shickel, Tyler J. Loftus, William Robson Schwartz, Azra Bihorac, Parisa Rashidi

CoRR, 2023

Transformers in Healthcare: A Survey.

Subhash Nerella, Sabyasachi Bandyopadhyay, Jiaqing Zhang, Miguel Contreras, Scott Siegel, Aysegul Bumin, Brandon Silva, Jessica Sena, Benjamin Shickel, Azra Bihorac, Kia Khezeli, Parisa Rashidi

CoRR, 2023

Predicting risk of delirium from ambient noise and light information in the ICU.

Sabyasachi Bandyopadhyay, Ahna Cecil, Jessica Sena, Andrea Davidson, Ziyuan Guan, Subhash Nerella, Jiaqing Zhang, Kia Khezeli, Brooke Armfield, Azra Bihorac, Parisa Rashidi

CoRR, 2023

Diurnal Pain Classification in Critically Ill Patients using Machine Learning on Accelerometry and Analgesic Data.

Jessica Sena, Sabyasachi Bandyopadhyay, Mohammad Tahsin Mostafiz, Andrea Davidson, Ziyuan Guan, Jesimon Barreto, Tezcan Ozrazgat-Baslanti, Patrick James Tighe, Azra Bihorac, William Robson Schwartz, Parisa Rashidi

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

Pixel-level Class-Agnostic Object Detection using Texture Quantization.

Gabriel Resende Gonçalves, Jessica Sena, William Robson Schwartz, Carlos Antônio Caetano Jr.

Proceedings of the 35th SIBGRAPI Conference on Graphics, Patterns and Images, 2022

2021

A content-based late fusion approach applied to pedestrian detection.

Jessica Sena, Artur Jordão, William Robson Schwartz

J. Vis. Commun. Image Represent., 2021

Human activity recognition based on smartphone and wearable sensors using multiscale DCNN ensemble.

Jessica Sena, Jesimon Barreto Santos, Carlos Caetano, Guilherme Cramer, William Robson Schwartz

Neurocomputing, 2021

2019

SkeleMotion: A New Representation of Skeleton Joint Sequences based on Motion Information for 3D Action Recognition.

Carlos Caetano, Jessica Sena, François Brémond, Jefersson A. dos Santos, William Robson Schwartz

Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2019

2018

Human Activity Recognition Based on Wearable Sensor Data: A Standardization of the State-of-the-Art.

Artur Jordão, Antonio C. Nazare Jr., Jessica Sena, William Robson Schwartz

CoRR, 2018

Object-Based Temporal Segment Relational Network for Activity Recognition.

Victor Hugo Cunha de Melo, Jesimon Barreto Santos, Carlos Caetano, Jessica Sena, Otávio Augusto Bizetto Penatti, William Robson Schwartz

Proceedings of the 31st SIBGRAPI Conference on Graphics, Patterns and Images, 2018

Multiscale DCNN Ensemble Applied to Human Activity Recognition Based on Wearable Sensors.

Jessica Sena, Jesimon Barreto Santos, William Robson Schwartz

Proceedings of the 26th European Signal Processing Conference, 2018

2016

A late fusion approach to combine multiple pedestrian detectors.

Artur Jordão, Jessica Sena de Souza, William Robson Schwartz

Proceedings of the 23rd International Conference on Pattern Recognition, 2016