Jessica Sena - RankMe

19 papers B 1Journal 13Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Imputation in well log data: A benchmark for machine learning methods. Comput. Geosci. 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
2025	J	`jnl`	MANDARIN: Mixture-of-Experts Framework for Dynamic Delirium and Coma Prediction in ICU Patients: Development and Validation of an Acute Brain Dysfunction Prediction Model. CoRR 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
2025	—	`conf`	MELON: Multimodal Mixture-of-Experts with Spectral-Temporal Fusion for Long-Term MObility EstimatioN in Critical Care. MICCAI (15) Jiaqing Zhang, Miguel Contreras, Jessica Sena, Andrea Davidson, Yuanfang Ren, Ziyuan Guan, Tezcan Ozrazgat-Baslanti, Tyler J. Loftus, Subhash Nerella, Azra Bihorac, Parisa Rashidi
2025	J	`jnl`	MELON: Multimodal Mixture-of-Experts with Spectral-Temporal Fusion for Long-Term Mobility Estimation in Critical Care. CoRR Jiaqing Zhang, Miguel Contreras, Jessica Sena, Andrea Davidson, Yuanfang Ren, Ziyuan Guan, Tezcan Ozrazgat-Baslanti, Tyler J. Loftus, Subhash Nerella, Azra Bihorac, Parisa Rashidi
2024	J	`jnl`	MANGO: Multimodal Acuity traNsformer for intelliGent ICU Outcomes. CoRR 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
2024	J	`jnl`	Transformers and large language models in healthcare: A review. Artif. Intell. Medicine Subhash Nerella, Sabyasachi Bandyopadhyay, Jiaqing Zhang, Miguel Contreras, Scott Siegel, Aysegul Bumin, Brandon Silva, Jessica Sena, Benjamin Shickel, Azra Bihorac, Kia Khezeli, Parisa Rashidi
2023	—	`conf`	Diurnal Pain Classification in Critically Ill Patients using Machine Learning on Accelerometry and Analgesic Data. BIBM 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
2023	J	`jnl`	Predicting risk of delirium from ambient noise and light information in the ICU. CoRR Sabyasachi Bandyopadhyay, Ahna Cecil, Jessica Sena, Andrea Davidson, Ziyuan Guan, Subhash Nerella, Jiaqing Zhang, Kia Khezeli, Brooke Armfield, Azra Bihorac, Parisa Rashidi
2023	J	`jnl`	The Potential of Wearable Sensors for Assessing Patient Acuity in Intensive Care Unit (ICU). CoRR 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
2023	J	`jnl`	Transformers in Healthcare: A Survey. CoRR Subhash Nerella, Sabyasachi Bandyopadhyay, Jiaqing Zhang, Miguel Contreras, Scott Siegel, Aysegul Bumin, Brandon Silva, Jessica Sena, Benjamin Shickel, Azra Bihorac, Kia Khezeli, Parisa Rashidi
2022	—	`conf`	Pixel-level Class-Agnostic Object Detection using Texture Quantization. SIBGRAPI Gabriel Resende Gonçalves, Jessica Sena, William Robson Schwartz, Carlos Antônio Caetano Jr.
2021	J	`jnl`	A content-based late fusion approach applied to pedestrian detection. J. Vis. Commun. Image Represent. Jessica Sena, Artur Jordão, William Robson Schwartz
2021	J	`jnl`	Human activity recognition based on smartphone and wearable sensors using multiscale DCNN ensemble. Neurocomputing Jessica Sena, Jesimon Barreto Santos, Carlos Caetano, Guilherme Cramer, William Robson Schwartz
2019	J	`jnl`	SkeleMotion: A New Representation of Skeleton Joint Sequences Based on Motion Information for 3D Action Recognition. CoRR Carlos Caetano, Jessica Sena, François Brémond, Jefersson A. dos Santos, William Robson Schwartz
2019	B	`conf`	SkeleMotion: A New Representation of Skeleton Joint Sequences based on Motion Information for 3D Action Recognition. AVSS Carlos Caetano, Jessica Sena, François Brémond, Jefersson A. dos Santos, William Robson Schwartz
2018	J	`jnl`	A Content-Based Late Fusion Approach Applied to Pedestrian Detection. CoRR Jessica Sena, Artur Jordão, William Robson Schwartz
2018	J	`jnl`	Human Activity Recognition Based on Wearable Sensor Data: A Standardization of the State-of-the-Art. CoRR Artur Jordão, Antonio C. Nazare Jr., Jessica Sena, William Robson Schwartz
2018	—	`conf`	Multiscale DCNN Ensemble Applied to Human Activity Recognition Based on Wearable Sensors. EUSIPCO Jessica Sena, Jesimon Barreto Santos, William Robson Schwartz
2018	—	`conf`	Object-Based Temporal Segment Relational Network for Activity Recognition. SIBGRAPI Victor Hugo Cunha de Melo, Jesimon Barreto Santos, Carlos Caetano, Jessica Sena, Otávio Augusto Bizetto Penatti, William Robson Schwartz