List of works - Sameer Antani

A fusion-based approach for uterine cervical cancer histology image classification.

scientific article published on September 2013

A learning-based similarity fusion and filtering approach for biomedical image retrieval using SVM classification and relevance feedback.

scientific article

A novel stacked generalization of models for improved TB detection in chest radiographs

scientific article published on 01 July 2018

A query expansion framework in image retrieval domain based on local and global analysis ⬇️

scientific article published on September 1, 2011

A review on lung boundary detection in chest X-rays

scientific article published on 07 February 2019

A unified set of analysis tools for uterine cervix image segmentation

scientific article

An Observational Study of Deep Learning and Automated Evaluation of Cervical Images for Cancer Screening

scientific article published on 01 September 2019

An image feature-based approach to automatically find images for application to clinical decision support

scientific article

Analyzing inter-reader variability affecting deep ensemble learning for COVID-19 detection in chest radiographs

scientific article published on 12 November 2020

Annotation and retrieval of clinically relevant images

scientific article published on 9 July 2009

Anterior osteophyte discrimination in lumbar vertebrae using size-invariant features.

scientific article published in January 2004

Assessment of Data Augmentation Strategies Toward Performance Improvement of Abnormality Classification in Chest Radiographs

scientific article published on 01 July 2019

Assessment of an ensemble of machine learning models toward abnormality detection in chest radiographs

scientific article published on 01 July 2019

Atlas-based rib-bone detection in chest X-rays

scientific article

Automated Chest X-Ray Screening: Can Lung Region Symmetry Help Detect Pulmonary Abnormalities?

scientific article published on 01 May 2018

Automatic tuberculosis screening using chest radiographs.

scientific article published in October 2013

Balancing the Role of Priors in Multi-Observer Segmentation Evaluation.

scientific article

Biomedical image representation approach using visualness and spatial information in a concept feature space for interactive region-of-interest-based retrieval

scientific article

Combination of texture and shape features to detect pulmonary abnormalities in digital chest X-rays

scientific article published on 20 June 2015

Content-based image retrieval for scientific literature access.

scientific article published on 20 July 2009

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

scientific article published on 14 January 2020

DeBoNet: A deep bone suppression model ensemble to improve disease detection in chest radiographs

scientific article published on 31 March 2022

Deep Learning Nuclei Detection in Digitized Histology Images by Superpixels.

scientific article published on 5 March 2018

Deep Metric Learning for Cervical Image Classification

scientific article published on 29 March 2021

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

scientific article published on 27 January 2022

Detecting drug-resistant tuberculosis in chest radiographs

scientific article published on 03 October 2018

Detecting tuberculosis in radiographs using combined lung masks.

scientific article

Double-edge detection of radiographic lumbar vertebrae images using pressurized open DGVF snakes.

scientific article

Edge map analysis in chest X-rays for automatic pulmonary abnormality screening

scientific article

Enhancements in localized classification for uterine cervical cancer digital histology image assessment

scientific article

Ensemble Deep Learning for Cervix Image Selection toward Improving Reliability in Automated Cervical Precancer Screening

scientific article published on 03 July 2020

Evaluating performance of biomedical image retrieval systems--an overview of the medical image retrieval task at ImageCLEF 2004-2013

scientific article

Extraction of Aortic Knuckle Contour in Chest Radiographs Using Deep Learning

scientific article published on 01 July 2018

Feature Selection for Automatic Tuberculosis Screening in Frontal Chest Radiographs

scientific article published on 29 June 2018

Harnessing Machine Intelligence in Automatic Echocardiogram Analysis: Current Status, Limitations, and Future Directions

scientific article published on 16 April 2020

Histology image analysis for carcinoma detection and grading ⬇️

scientific article published on March 20, 2012

How far have we come? Artificial intelligence for chest radiograph interpretation

scientific article published on 28 January 2019

Image analysis techniques for characterizing disc space narrowing in cervical vertebrae interfaces

scientific article published in January 2004

Literature-based biomedical image classification and retrieval.

scientific article

Lung segmentation in chest radiographs using anatomical atlases with nonrigid registration

scientific article

Multi-feature based Benchmark for Cervical Dysplasia Classification Evaluation

scientific article

Novel loss functions for ensemble-based medical image classification

scientific article published on 30 December 2021

Nuclei-Based Features for Uterine Cervical Cancer Histology Image Analysis With Fusion-Based Classification.

scientific article

Optimal embedding for shape indexing in medical image databases

scientific article

Performance Evaluation of a Generative Adversarial Network for Deblurring Mobile-phone Cervical Images

scientific article published on 01 July 2019

Pre-trained convolutional neural networks as feature extractors toward improved malaria parasite detection in thin blood smear images.

scientific article

Preparing a collection of radiology examinations for distribution and retrieval

scientific article published on July 2015

Response to Pretorius and Belinson

scientific article published on 01 January 2020

Segmenting anatomy in chest x-rays for tuberculosis screening.

scientific article

Size-invariant descriptors for detecting regions of abnormal growth in cervical vertebrae.

scientific article published on 22 October 2007

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

scientific article published on 08 May 2020

Understanding the learned behavior of customized convolutional neural networks toward malaria parasite detection in thin blood smear images

scientific article published on 18 July 2018

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

scientific article published on 03 April 2019

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

scientific article published on 20 September 2018

List of works by Sameer Antani

A fusion-based approach for uterine cervical cancer histology image classification.

A learning-based similarity fusion and filtering approach for biomedical image retrieval using SVM classification and relevance feedback.

A novel stacked generalization of models for improved TB detection in chest radiographs

A query expansion framework in image retrieval domain based on local and global analysis ⬇️

A review on lung boundary detection in chest X-rays

A unified set of analysis tools for uterine cervix image segmentation

An Observational Study of Deep Learning and Automated Evaluation of Cervical Images for Cancer Screening

An image feature-based approach to automatically find images for application to clinical decision support

Analyzing inter-reader variability affecting deep ensemble learning for COVID-19 detection in chest radiographs

Annotation and retrieval of clinically relevant images

Anterior osteophyte discrimination in lumbar vertebrae using size-invariant features.

Assessment of Data Augmentation Strategies Toward Performance Improvement of Abnormality Classification in Chest Radiographs

Assessment of an ensemble of machine learning models toward abnormality detection in chest radiographs

Atlas-based rib-bone detection in chest X-rays

Automated Chest X-Ray Screening: Can Lung Region Symmetry Help Detect Pulmonary Abnormalities?

Automatic tuberculosis screening using chest radiographs.

Balancing the Role of Priors in Multi-Observer Segmentation Evaluation.

Biomedical image representation approach using visualness and spatial information in a concept feature space for interactive region-of-interest-based retrieval

Combination of texture and shape features to detect pulmonary abnormalities in digital chest X-rays

Content-based image retrieval for scientific literature access.

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

DeBoNet: A deep bone suppression model ensemble to improve disease detection in chest radiographs

Deep Learning Nuclei Detection in Digitized Histology Images by Superpixels.

Deep Metric Learning for Cervical Image Classification

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

Detecting drug-resistant tuberculosis in chest radiographs

Detecting tuberculosis in radiographs using combined lung masks.

Double-edge detection of radiographic lumbar vertebrae images using pressurized open DGVF snakes.

Edge map analysis in chest X-rays for automatic pulmonary abnormality screening

Enhancements in localized classification for uterine cervical cancer digital histology image assessment

Ensemble Deep Learning for Cervix Image Selection toward Improving Reliability in Automated Cervical Precancer Screening

Evaluating performance of biomedical image retrieval systems--an overview of the medical image retrieval task at ImageCLEF 2004-2013

Extraction of Aortic Knuckle Contour in Chest Radiographs Using Deep Learning

Feature Selection for Automatic Tuberculosis Screening in Frontal Chest Radiographs

Harnessing Machine Intelligence in Automatic Echocardiogram Analysis: Current Status, Limitations, and Future Directions

Histology image analysis for carcinoma detection and grading ⬇️

How far have we come? Artificial intelligence for chest radiograph interpretation

Image analysis techniques for characterizing disc space narrowing in cervical vertebrae interfaces

Literature-based biomedical image classification and retrieval.

Lung segmentation in chest radiographs using anatomical atlases with nonrigid registration

Multi-feature based Benchmark for Cervical Dysplasia Classification Evaluation

Novel loss functions for ensemble-based medical image classification

Nuclei-Based Features for Uterine Cervical Cancer Histology Image Analysis With Fusion-Based Classification.

Optimal embedding for shape indexing in medical image databases

Performance Evaluation of a Generative Adversarial Network for Deblurring Mobile-phone Cervical Images

Pre-trained convolutional neural networks as feature extractors toward improved malaria parasite detection in thin blood smear images.

Preparing a collection of radiology examinations for distribution and retrieval

Response to Pretorius and Belinson

Segmenting anatomy in chest x-rays for tuberculosis screening.

Size-invariant descriptors for detecting regions of abnormal growth in cervical vertebrae.

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

Understanding the learned behavior of customized convolutional neural networks toward malaria parasite detection in thin blood smear images

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

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