Novel loss functions for ensemble-based medical image classification

por Rajaraman, Sivaramakrishnan, Zamzmi, Ghada, Antani, Sameer K.
Publicado 2021

Trilateral Attention Network for Real-Time Cardiac Region Segmentation

por ZAMZMI, GHADA, RAJARAMAN, SIVARAMAKRISHNAN, SACHDEV, VANDANA, ANTANI, SAMEER
Publicado 2021

Detecting Tuberculosis-Consistent Findings in Lateral Chest X-Rays Using an Ensemble of CNNs and Vision Transformers

por Rajaraman, Sivaramakrishnan, Zamzmi, Ghada, Folio, Les R., Antani, Sameer
Publicado 2022

Cross Dataset Analysis of Domain Shift in CXR Lung Region Detection

por Xue, Zhiyun, Yang, Feng, Rajaraman, Sivaramakrishnan, Zamzmi, Ghada, Antani, Sameer
Publicado 2023

Chest X-ray Bone Suppression for Improving Classification of Tuberculosis-Consistent Findings

por Rajaraman, Sivaramakrishnan, Zamzmi, Ghada, Folio, Les, Alderson, Philip, Antani, Sameer
Publicado 2021

Assessing the Impact of Image Resolution on Deep Learning for TB Lesion Segmentation on Frontal Chest X-rays

por Rajaraman, Sivaramakrishnan, Yang, Feng, Zamzmi, Ghada, Xue, Zhiyun, Antani, Sameer
Publicado 2023

Real-time echocardiography image analysis and quantification of cardiac indices

por Zamzmi, Ghada, Rajaraman, Sivaramakrishnan, Hsu, Li-Yueh, Sachdev, Vandana, Antani, Sameer
Publicado 2022

A Systematic Evaluation of Ensemble Learning Methods for Fine-Grained Semantic Segmentation of Tuberculosis-Consistent Lesions in Chest Radiographs

por Rajaraman, Sivaramakrishnan, Yang, Feng, Zamzmi, Ghada, Xue, Zhiyun, Antani, Sameer K.
Publicado 2022

Semantically Redundant Training Data Removal and Deep Model Classification Performance: A Study with Chest X-rays

por Rajaraman, Sivaramakrishnan, Zamzmi, Ghada, Yang, Feng, Liang, Zhaohui, Xue, Zhiyun, Antani, Sameer
Publicado 2023

Evaluation of an artificial intelligence-based system for echocardiographic estimation of right atrial pressure

por Zamzmi, Ghada, Hsu, Li-Yueh, Rajaraman, Sivaramakrishnan, Li, Wen, Sachdev, Vandana, Antani, Sameer
Publicado 2023

Uncertainty Quantification in Segmenting Tuberculosis-Consistent Findings in Frontal Chest X-rays

por Rajaraman, Sivaramakrishnan, Zamzmi, Ghada, Yang, Feng, Xue, Zhiyun, Jaeger, Stefan, Antani, Sameer K.
Publicado 2022

Assessing Inter-Annotator Agreement for Medical Image Segmentation

por YANG, FENG, ZAMZMI, GHADA, ANGARA, SANDEEP, RAJARAMAN, SIVARAMAKRISHNAN, AQUILINA, ANDRÉ, XUE, ZHIYUN, JAEGER, STEFAN, PAPAGIANNAKIS, EMMANOUIL, ANTANI, SAMEER K.
Publicado 2023

Multimodal neonatal procedural and postoperative pain assessment dataset

por Salekin, Md Sirajus, Zamzmi, Ghada, Hausmann, Jacqueline, Goldgof, Dmitry, Kasturi, Rangachar, Kneusel, Marcia, Ashmeade, Terri, Ho, Thao, Sun, Yu
Publicado 2021

Future roles of artificial intelligence in early pain management of newborns

por Salekin, Md Sirajus, Mouton, Peter R., Zamzmi, Ghada, Patel, Raj, Goldgof, Dmitry, Kneusel, Marcia, Elkins, Sammie L., Murray, Eileen, Coughlin, Mary E., Maguire, Denise, Ho, Thao, Sun, Yu
Publicado 2021