Lista de obras - Sameer Antani - Dominio Público Uruguay

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.

artículo científico publicado en 2011

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

artículo científico publicado en 2018

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

artículo científico publicado el 1 de septiembre de 2011

A review on lung boundary detection in chest X-rays

artículo científico publicado en 2019

A unified set of analysis tools for uterine cervix image segmentation

artículo científico publicado en 2010

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

artículo científico publicado en 2010

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

artículo científico publicado en 2020

Annotation and retrieval of clinically relevant images

artículo científico publicado en 2009

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

artículo científico publicado en 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

artículo científico publicado en 2016

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

artículo científico publicado en 2018

Automatic tuberculosis screening using chest radiographs.

artículo científico publicado en 2013

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

artículo científico publicado en 2008

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

artículo científico publicado en 2015

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

artículo científico publicado en 2015

Content-based image retrieval for scientific literature access.

artículo científico publicado en 2009

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

artículo científico publicado en 2020

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

artículo científico publicado en 2022

Deep Learning Nuclei Detection in Digitized Histology Images by Superpixels.

artículo científico publicado en 2018

Deep Metric Learning for Cervical Image Classification

artículo científico publicado en 2021

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

artículo científico publicado en 2022

Detecting drug-resistant tuberculosis in chest radiographs

scientific article published on 03 October 2018

Detecting tuberculosis in radiographs using combined lung masks.

artículo científico publicado en 2012

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

artículo científico publicado en 2010

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

artículo científico publicado en 2016

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

artículo científico publicado en 2016

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

artículo científico publicado en 2015

Extraction of Aortic Knuckle Contour in Chest Radiographs Using Deep Learning

artículo científico publicado en 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 ⬇️

artículo científico publicado el 20 de marzo de 2012

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

artículo científico publicado en 2019

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

artículo científico publicado en 2004

Literature-based biomedical image classification and retrieval.

artículo científico publicado en 2014

Lung segmentation in chest radiographs using anatomical atlases with nonrigid registration

artículo científico publicado en 2013

Multi-feature based Benchmark for Cervical Dysplasia Classification Evaluation

artículo científico publicado en 2016

Novel loss functions for ensemble-based medical image classification

artículo científico publicado en 2021

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

artículo científico publicado en 2015

Optimal embedding for shape indexing in medical image databases

artículo científico publicado en 2010

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

artículo científico publicado en 2019

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

artículo científico publicado en 2018

Preparing a collection of radiology examinations for distribution and retrieval

artículo científico publicado en 2015

Response to Pretorius and Belinson

scientific article published on 01 January 2020

Segmenting anatomy in chest x-rays for tuberculosis screening.

artículo científico publicado en 2011

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

artículo científico publicado en 2007

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

artículo científico publicado en 2020

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

artículo científico publicado en 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

artículo científico publicado en 2018

Lista de obras de 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