Sameer K Antani (Sameer Antani)

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 47

Top Venues

Recent trends in image processing and pattern recognition : 5th International Conference, RTIP2R 2022, Kingsville, TX, USA, December 01-02, 2022, revised selected papers. International Conference on Recent Trends in Image Processing and...

National Library of Medicine

Pennsylvania State University (PHD)

This page only lists publications with an associated author ORCID identifier.

Affiliation History

National Library of Medicine

United States

Staff Scientist II :: Lister Hill National Center for Biomedical Communications

U.S. National Library of Medicine

United States

Staff scientist :: Lister Hill National Center for Biomedical Communications

Education History

Pennsylvania State University

United States

PHD :: Computer Science and Engineering

Publications

Sivaramakrishnan Rajaraman, Ghada Zamzmi, Feng Yang, Zhaohui Liang, Zhiyun Xue, Sameer K Antani
Uncovering the effects of model initialization on deep model generalization: A study with adult and pediatric chest X-ray images. PLOS digital health 3 (1) (2024)
Sivaramakrishnan Rajaraman, Zhiyun Xue, Sameer K Antani
Editorial on Special Issue "Artificial Intelligence in Image-Based Screening, Diagnostics, and Clinical Care". Diagnostics (Basel, Switzerland) 14 (17) (2024)
Sivaramakrishnan Rajaraman, Ghada Zamzmi, Feng Yang, Zhaohui Liang, Zhiyun Xue, Sameer K Antani
Uncovering the effects of model initialization on deep model generalization: A study with adult and pediatric chest X-ray images. PLOS digital health 3 (1) (2024)
Syed Rakin Ahmed, Brian Befano, Andreanne Lemay, Didem Egemen, Ana Cecilia Rodriguez, Sandeep Angara, Kanan Desai, Jose Jeronimo, Sameer K Antani, Nicole Campos, Federica Inturrisi, Rebecca Perkins, Aimee Kreimer, Nicolas Wentzensen, Rolando Herrero, Marta Del Pino, Wim Quint, Silvia de Sanjose, Mark Schiffman, Jayashree Kalpathy-Cramer
Reproducible and Clinically Translatable Deep Neural Networks for Cancer Screening. Research square (2023)
Sivaramakrishnan Rajaraman, Ghada Zamzmi, Feng Yang, Zhiyun Xue, Sameer K Antani
Data Characterization for Reliable AI in Medicine. Recent trends in image processing and pattern recognition : 5th International Conference, RTIP2R 2022, Kingsville, TX, USA, December 01-02, 2022, revised selected papers. International Conference on Recent Trends in Image Processing and... 1704 (2023)
Zhiyun Xue, Feng Yang, Sivaramakrishnan Rajaraman, Ghada Zamzmi, Sameer K Antani
Cross Dataset Analysis of Domain Shift in CXR Lung Region Detection. Diagnostics (Basel, Switzerland) 13 (6) (2023)
Feng Yang, Ghada Zamzmi, Sandeep Angara, Sivaramakrishnan Rajaraman, André Aquilina, Zhiyun Xue, Stefan Jaeger, Emmanouil Papagiannakis, Sameer K Antani
Assessing Inter-Annotator Agreement for Medical Image Segmentation. IEEE access : practical innovations, open solutions 11 (2023)
Sivaramakrishnan Rajaraman, Ghada Zamzmi, Feng Yang, Zhiyun Xue, Sameer K Antani
Data Characterization for Reliable AI in Medicine. Recent trends in image processing and pattern recognition : 5th International Conference, RTIP2R 2022, Kingsville, TX, USA, December 01-02, 2022, revised selected papers. International Conference on Recent Trends in Image Processing and... 1704 (2023)
Zhiyun Xue, Feng Yang, Sivaramakrishnan Rajaraman, Ghada Zamzmi, Sameer K Antani
Cross Dataset Analysis of Domain Shift in CXR Lung Region Detection. Diagnostics (Basel, Switzerland) 13 (6) (2023)
Syed Rakin Ahmed, Brian Befano, Andreanne Lemay, Didem Egemen, Ana Cecilia Rodriguez, Sandeep Angara, Kanan Desai, Jose Jeronimo, Sameer K Antani, Nicole Campos, Federica Inturrisi, Rebecca Perkins, Aimee Kreimer, Nicolas Wentzensen, Rolando Herrero, Marta Del Pino, Wim Quint, Silvia de Sanjose, Mark Schiffman, Jayashree Kalpathy-Cramer
Reproducible and Clinically Translatable Deep Neural Networks for Cancer Screening. Research square (2023)
Sivaramakrishnan Rajaraman, Feng Yang, Ghada Zamzmi, Zhiyun Xue, Sameer K Antani
Assessing the Impact of Image Resolution on Deep Learning for TB Lesion Segmentation on Frontal Chest X-rays. Diagnostics (Basel, Switzerland) 13 (4) (2023)
Zhaohui Liang, Zhiyun Xue, Sivaramakrishnan Rajaraman, Feng Yang, Sameer K Antani
Automatic Quantification of COVID-19 Pulmonary Edema by Self-supervised Contrastive Learning. Medical image learning with limited and noisy data : second international workshop, MILLanD 2023, held in conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, proceedings. MILLanD (Workshop) : (2nd : 2023 : Vancouver, B... 14307 (2023)
Zhaohui Liang, Zhiyun Xue, Sivaramakrishnan Rajaraman, Feng Yang, Sameer K Antani
Automatic Quantification of COVID-19 Pulmonary Edema by Self-supervised Contrastive Learning. Medical image learning with limited and noisy data : second international workshop, MILLanD 2023, held in conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, proceedings. MILLanD (Workshop) : (2nd : 2023 : Vancouver, B... 14307 (2023)
Sivaramakrishnan Rajaraman, Ghada Zamzmi, Feng Yang, Zhiyun Xue, Sameer K Antani
Data Characterization for Reliable AI in Medicine. Recent trends in image processing and pattern recognition : 5th International Conference, RTIP2R 2022, Kingsville, TX, USA, December 01-02, 2022, revised selected papers. International Conference on Recent Trends in Image Processing and... 1704 (2023)
Zhaohui Liang, Zhiyun Xue, Sivaramakrishnan Rajaraman, Feng Yang, Sameer K Antani
Automatic Quantification of COVID-19 Pulmonary Edema by Self-supervised Contrastive Learning. Medical image learning with limited and noisy data : second international workshop, MILLanD 2023, held in conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, proceedings. MILLanD (Workshop) : (2nd : 2023 : Vancouver, B... 14307 (2023)
Jonathan R Spirnak, Sameer K Antani
The Need for Artificial Intelligence Curriculum in Military Medical Education. Military medicine (2023)
Sivaramakrishnan Rajaraman, Ghada Zamzmi, Feng Yang, Zhiyun Xue, Sameer K Antani
Data Characterization for Reliable AI in Medicine. Recent trends in image processing and pattern recognition : 5th International Conference, RTIP2R 2022, Kingsville, TX, USA, December 01-02, 2022, revised selected papers. International Conference on Recent Trends in Image Processing and... 1704 (2023)
Zhaohui Liang, Zhiyun Xue, Sivaramakrishnan Rajaraman, Feng Yang, Sameer K Antani
Automatic Quantification of COVID-19 Pulmonary Edema by Self-supervised Contrastive Learning. Medical image learning with limited and noisy data : second international workshop, MILLanD 2023, held in conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, proceedings. MILLanD (Workshop) : (2nd : 2023 : Vancouver, B... 14307 (2023)
Sivaramakrishnan Rajaraman, Feng Yang, Ghada Zamzmi, Zhiyun Xue, Sameer K Antani
Assessing the Impact of Image Resolution on Deep Learning for TB Lesion Segmentation on Frontal Chest X-rays. Diagnostics (Basel, Switzerland) 13 (4) (2023)
Sivaramakrishnan Rajaraman, Feng Yang, Ghada Zamzmi, Zhiyun Xue, Sameer K Antani
Assessing the Impact of Image Resolution on Deep Learning for TB Lesion Segmentation on Frontal Chest X-rays. Diagnostics (Basel, Switzerland) 13 (4) (2023)
Syed Rakin Ahmed, Brian Befano, Andreanne Lemay, Didem Egemen, Ana Cecilia Rodriguez, Sandeep Angara, Kanan Desai, Jose Jeronimo, Sameer K Antani, Nicole Campos, Federica Inturrisi, Rebecca Perkins, Aimee Kreimer, Nicolas Wentzensen, Rolando Herrero, Marta Del Pino, Wim Quint, Silvia de Sanjose, Mark Schiffman, Jayashree Kalpathy-Cramer
Reproducible and Clinically Translatable Deep Neural Networks for Cancer Screening. Research square (2023)
Zhaohui Liang, Jimmy Xiangji Huang, Sameer K Antani
Image Translation by Ad CycleGAN for COVID-19 X-Ray Images: A New Approach for Controllable GAN. Sensors (Basel, Switzerland) 22 (24) (2022)
Sivaramakrishnan Rajaraman, Gregg Cohen, Lillian Spear, Les Folio, Sameer K Antani
DeBoNet: A deep bone suppression model ensemble to improve disease detection in chest radiographs. PloS one 17 (3) (2022)
Zhaohui Liang, Jimmy Xiangji Huang, Sameer K Antani
Image Translation by Ad CycleGAN for COVID-19 X-Ray Images: A New Approach for Controllable GAN. Sensors (Basel, Switzerland) 22 (24) (2022)
Zhaohui Liang, Jimmy Xiangji Huang, Sameer K Antani
Image Translation by Ad CycleGAN for COVID-19 X-Ray Images: A New Approach for Controllable GAN. Sensors (Basel, Switzerland) 22 (24) (2022)
Sivaramakrishnan Rajaraman, Feng Yang, Ghada Zamzmi, Zhiyun Xue, Sameer K Antani
A Systematic Evaluation of Ensemble Learning Methods for Fine-Grained Semantic Segmentation of Tuberculosis-Consistent Lesions in Chest Radiographs. Bioengineering (Basel, Switzerland) 9 (9) (2022)
Sivaramakrishnan Rajaraman, Ghada Zamzmi, Feng Yang, Zhiyun Xue, Stefan Jaeger, Sameer K Antani
Uncertainty Quantification in Segmenting Tuberculosis-Consistent Findings in Frontal Chest X-rays. Biomedicines 10 (6) (2022)
K C Santosh, Siva Allu, Sivaramakrishnan Rajaraman, Sameer K Antani
Advances in Deep Learning for Tuberculosis Screening using Chest X-rays: The Last 5 Years Review. Journal of medical systems 46 (11) (2022)
Zhaohui Liang, Jimmy Xiangji Huang, Sameer K Antani
Image Translation by Ad CycleGAN for COVID-19 X-Ray Images: A New Approach for Controllable GAN. Sensors (Basel, Switzerland) 22 (24) (2022)
Sivaramakrishnan Rajaraman, Peng Guo, Zhiyun Xue, Sameer K Antani
A Deep Modality-Specific Ensemble for Improving Pneumonia Detection in Chest X-rays. Diagnostics (Basel, Switzerland) 12 (6) (2022)
Sivaramakrishnan Rajaraman, Sameer K Antani
Editorial on Special Issue "Artificial Intelligence in Image-Based Screening, Diagnostics, and Clinical Care of Cardiopulmonary Diseases". Diagnostics (Basel, Switzerland) 12 (11) (2022)
Peng Guo, Zhiyun Xue, Sandeep Angara, Sameer K Antani
Unsupervised Deep Learning Registration of Uterine Cervix Sequence Images. Cancers 14 (10) (2022)
Sivaramakrishnan Rajaraman, Prasanth Ganesan, Sameer K Antani
Deep learning model calibration for improving performance in class-imbalanced medical image classification tasks. PloS one 17 (1) (2022)
Zhaohui Liang, Jimmy Xiangji Huang, Sameer K Antani
Image Translation by Ad CycleGAN for COVID-19 X-Ray Images: A New Approach for Controllable GAN. Sensors (Basel, Switzerland) 22 (24) (2022)
Zhaohui Liang, Jimmy Xiangji Huang, Sameer K Antani
Image Translation by Ad CycleGAN for COVID-19 X-Ray Images: A New Approach for Controllable GAN. Sensors (Basel, Switzerland) 22 (24) (2022)
Sivaramakrishnan Rajaraman, Les R Folio, Jane Dimperio, Philip O Alderson, Sameer K Antani
Improved Semantic Segmentation of Tuberculosis-Consistent Findings in Chest X-rays Using Augmented Training of Modality-Specific U-Net Models with Weak Localizations. Diagnostics (Basel, Switzerland) 11 (4) (2021)
Harshit Parmar, Brian Nutter, Rodney Long, Sameer K Antani, Sunanda Mitra
Visualizing temporal brain-state changes for fMRI using t-distributed stochastic neighbor embedding. Journal of medical imaging (Bellingham, Wash.) 8 (4) (2021)
Peng Guo, Zhiyun Xue, Jose Jeronimo, Julia C Gage, Kanan T Desai, Brian Befano, Francisco García, L Rodney Long, Mark Schiffman, Sameer K Antani
Network Visualization and Pyramidal Feature Comparison for Ablative Treatability Classification Using Digitized Cervix Images. Journal of clinical medicine 10 (5) (2021)
Sivaramakrishnan Rajaraman, Ghada Zamzmi, Sameer K Antani
Novel loss functions for ensemble-based medical image classification. PloS one 16 (12) (2021)
Sivaramakrishnan Rajaraman, Ghada Zamzmi, Les Folio, Philip O Alderson, Sameer K Antani
Chest X-ray Bone Suppression for Improving Classification of Tuberculosis-Consistent Findings. Diagnostics (Basel, Switzerland) 11 (5) (2021)
Anabik Pal, Zhiyun Xue, Brian Befano, Ana Cecilia Rodriguez, L Rodney Long, Mark Schiffman, Sameer K Antani
Deep Metric Learning for Cervical Image Classification. IEEE access : practical innovations, open solutions 9 (2021)
Harshit Parmar, Brian Nutter, Rodney Long, Sameer K Antani, Sunanda Mitra
Spatiotemporal feature extraction and classification of Alzheimer's disease using deep learning 3D-CNN for fMRI data. Journal of medical imaging (Bellingham, Wash.) 7 (5) (2020)
Sivaramakrishnan Rajaraman, Sudhir Sornapudi, Philip O Alderson, Les R Folio, Sameer K Antani
Analyzing inter-reader variability affecting deep ensemble learning for COVID-19 detection in chest radiographs. PloS one 15 (11) (2020)
Incheol Kim, Sivaramakrishnan Rajaraman, Sameer K Antani
Visual Interpretation of Convolutional Neural Network Predictions in Classifying Medical Image Modalities. Diagnostics (Basel, Switzerland) 9 (2) (2019)
Sivaramakrishnan Rajaraman, Sema Candemir, Incheol Kim, George Thoma, Sameer K Antani
Visualization and Interpretation of Convolutional Neural Network Predictions in Detecting Pneumonia in Pediatric Chest Radiographs. Applied sciences (Basel, Switzerland) 8 (10) (2018)
Sivaramakrishnan Rajaraman, Kamolrat Silamut, Md A Hossain, I Ersoy, Richard James Maude, Stefan Jaeger, George R Thoma, Sameer K Antani
Understanding the learned behavior of customized convolutional neural networks toward malaria parasite detection in thin blood smear images. Journal of medical imaging (Bellingham, Wash.) 5 (3) (2018)
Stefan Jaeger, Octavio H Juarez-Espinosa, Sema Candemir, Mahdieh Poostchi, Feng Yang, Lewis Kim, Meng Ding, Les R Folio, Sameer K Antani, Andrei Gabrielian, Darrell Hurt, Alex Rosenthal, George Thoma
Detecting drug-resistant tuberculosis in chest radiographs. International journal of computer assisted radiology and surgery 13 (12) (2018)

Sameer K Antani.css-eqlu8i{font-size:small;padding-left:4px;} (Sameer Antani)

Publication Activity (10 Years)

Top Topics

Top Venues

Sameer K Antani (Sameer Antani)