A review on lung boundary detection in chest X-rays

por Candemir, Sema, Antani, Sameer
Publicado 2019

Training deep learning algorithms with weakly labeled pneumonia chest X-ray data for COVID-19 detection

por Rajaraman, Sivaramakrishnan, Antani, Sameer
Publicado 2020

Weakly Labeled Data Augmentation for Deep Learning: A Study on COVID-19 Detection in Chest X-Rays

por Rajaraman, Sivaramakrishnan, Antani, Sameer
Publicado 2020

Editorial on Special Issue “Artificial Intelligence in Image-Based Screening, Diagnostics, and Clinical Care of Cardiopulmonary Diseases”

por Rajaraman, Sivaramakrishnan, Antani, Sameer
Publicado 2022

Visual Interpretation of Convolutional Neural Network Predictions in Classifying Medical Image Modalities

por Kim, Incheol, Rajaraman, Sivaramakrishnan, Antani, Sameer
Publicado 2019

Deep learning model calibration for improving performance in class-imbalanced medical image classification tasks

por Rajaraman, Sivaramakrishnan, Ganesan, Prasanth, Antani, Sameer
Publicado 2022

Performance evaluation of deep neural ensembles toward malaria parasite detection in thin-blood smear images

por Rajaraman, Sivaramakrishnan, Jaeger, Stefan, Antani, Sameer K.
Publicado 2019

Detection and visualization of abnormality in chest radiographs using modality-specific convolutional neural network ensembles

por Rajaraman, Sivaramakrishnan, Kim, Incheol, Antani, Sameer K.
Publicado 2020

Novel loss functions for ensemble-based medical image classification

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

Image Translation by Ad CycleGAN for COVID-19 X-Ray Images: A New Approach for Controllable GAN

por Liang, Zhaohui, Huang, Jimmy Xiangji, Antani, Sameer
Publicado 2022

Trilateral Attention Network for Real-Time Cardiac Region Segmentation

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

Advances in Deep Learning for Tuberculosis Screening using Chest X-rays: The Last 5 Years Review

por Santosh, KC, Allu, Siva, Rajaraman, Sivaramakrishnan, Antani, Sameer
Publicado 2022

Cross-Dataset Evaluation of Deep Learning Networks for Uterine Cervix Segmentation

por Guo, Peng, Xue, Zhiyun, Long, L. Rodney, Antani, Sameer
Publicado 2020

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

Unsupervised Deep Learning Registration of Uterine Cervix Sequence Images

por Guo, Peng, Xue, Zhiyun, Angara, Sandeep, Antani, Sameer K.
Publicado 2022

A Deep Modality-Specific Ensemble for Improving Pneumonia Detection in Chest X-rays

por Rajaraman, Sivaramakrishnan, Guo, Peng, Xue, Zhiyun, Antani, Sameer K.
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

Spatiotemporal feature extraction and classification of Alzheimer’s disease using deep learning 3D-CNN for fMRI data

por Parmar, Harshit, Nutter, Brian, Long, Rodney, Antani, Sameer, Mitra, Sunanda
Publicado 2020

Visualization and Interpretation of Convolutional Neural Network Predictions in Detecting Pneumonia in Pediatric Chest Radiographs

por Rajaraman, Sivaramakrishnan, Candemir, Sema, Kim, Incheol, Thoma, George, Antani, Sameer
Publicado 2018

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