A late fusion approach to combine multiple pedestrian detectors. - Artur Jordão; Jessica Sena de Souza; William Robson Schwartz (ICPR, 2016)

Multiscale DCNN Ensemble Applied to Human Activity Recognition Based on Wearable Sensors. - Jessica Sena; Jesimon Barreto Santos; William Robson Schwartz (EUSIPCO, 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 (SIBGRAPI, 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)

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 (AVSS, 2019)

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)

A content-based late fusion approach applied to pedestrian detection. - Jessica Sena; Artur Jordão; William Robson Schwartz (J. Vis. Commun. Image Represent., 2021)

Pixel-level Class-Agnostic Object Detection using Texture Quantization. - Gabriel Resende Gonçalves; Jessica Sena; William Robson Schwartz; Carlos Antônio Caetano Jr. (SIBGRAPI, 2022)

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 (BIBM, 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)

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)

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 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)

MANGO: Multimodal Acuity traNsformer for intelliGent ICU Outcomes. - Jiaqing Zhang; Miguel Contreras; Sabyasachi Bandyopadhyay; Andrea Davidson; Jessica Sena; Yuanfang Ren; Ziyuan Guan; Tezcan Ozrazgat-Baslanti; Tyler J. Loftus; Subhash Nerella; Azra Bihorac; Parisa Rashidi (CoRR, 2024)

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)

MANDARIN: Mixture-of-Experts Framework for Dynamic Delirium and Coma Prediction in ICU Patients: Development and Validation of an Acute Brain Dysfunction Prediction Model. - Miguel Contreras; Jessica Sena; Andrea Davidson; Jiaqing Zhang; Tezcan Ozrazgat-Baslanti; Yuanfang Ren; Ziyuan Guan; Jeremy A. Balch; Tyler J. Loftus; Subhash Nerella; Azra Bihorac; Parisa Rashidi (CoRR, 2025)

MELON: Multimodal Mixture-of-Experts with Spectral-Temporal Fusion for Long-Term Mobility Estimation in Critical Care. - Jiaqing Zhang; Miguel Contreras; Jessica Sena; Andrea Davidson; Yuanfang Ren; Ziyuan Guan; Tezcan Ozrazgat-Baslanti; Tyler J. Loftus; Subhash Nerella; Azra Bihorac; Parisa Rashidi (CoRR, 2025)