Author details

Full Name

Sameer Antani

Affiliation

National Institutes of Health

ORCID

Career Start Year

2004

Papers

133

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
37758250	Artificial intelligence-based image analysis in clinical testing: lessons from cervical cancer screening.	J Natl Cancer Inst	2024
37864817	The Need forÂ Artificial Intelligence Curriculum inÂ Military Medical Education.	Mil Med	2024
36832235	Assessing the Impact of Image Resolution on Deep Learning for TB Lesion Segmentation on Frontal Chest X-rays.	Diagnostics (Basel)	2023
38066031	Reproducible and clinically translatable deep neural networks for cervical screening.	Sci Rep	2023
37480904	Proceedings of the NHLBI Workshop onÂ Artificial Intelligence in CardiovascularÂ Imaging: Translation to Patient Care.	JACC Cardiovasc Imaging	2023
37845724	Validation in Zambia of a cervical screening strategy including HPV genotyping and artificial intelligence (AI)-based automated visual evaluation.	Infect Agent Cancer	2023
37986725	Semantically Redundant Training Data Removal and Deep Model Classification Performance: A Study with Chest X-rays.	ArXiv	2023
37682418	Evaluation of an artificial intelligence-based system for echocardiographic estimation of right atrial pressure.	Int J Cardiovasc Imaging	2023
36980375	Cross Dataset Analysis of Domain Shift in CXR Lung Region Detection.	Diagnostics (Basel)	2023
37008654	Assessing Inter-Annotator Agreement for Medical Image Segmentation.	IEEE Access	2023
37139170	Biomedical heterogeneous data categorization and schema mapping toward data integration.	Front Big Data	2023
37397242	Can Deep Adult Lung Segmentation Models Generalize to the Pediatric Population?	Expert Syst Appl	2023
37396668	Deep Cervix Model Development from Heterogeneous and Partially Labeled Image Datasets.	Front ICT Healthc (2002)	2023
36789135	Does image resolution impact chest X-ray based fine-grained Tuberculosis-consistent lesion segmentation?	ArXiv	2023
36780238	Data Characterization for Reliable AI in Medicine.	Recent Trends Image Process Pattern Recogn (2022)	2023
36909463	REPRODUCIBLE AND CLINICALLY TRANSLATABLE DEEP NEURAL NETWORKS FOR CANCER SCREENING.	Res Sq	2023
34800038	The development of "automated visual evaluation" for cervical cancer screening: The promise and challenges in adapting deep-learning for clinical testing: Interdisciplinary principles of automated visual evaluation in cervical screening.	Int J Cancer	2022
35741252	A Deep Modality-Specific Ensemble for Improving Pneumonia Detection in Chest X-rays.	Diagnostics (Basel)	2022
35740345	Uncertainty Quantification in Segmenting Tuberculosis-Consistent Findings in Frontal Chest X-rays.	Biomedicines	2022
35529321	Analysis of digital noise and reduction methods on classifiers used in automated visual evaluation in cervical cancer screening.	Proc SPIE Int Soc Opt Eng	2022
35528325	Oral Cavity Anatomical Site Image Classification and Analysis.	Proc SPIE Int Soc Opt Eng	2022
35626005	Unsupervised Deep Learning Registration of Uterine Cervix Sequence Images.	Cancers (Basel)	2022
36507892	Extraction of Ruler Markings For Estimating Physical Size of Oral Lesions.	Proc IAPR Int Conf Pattern Recogn	2022
36860349	Open World Active Learning for Echocardiography View Classification.	Proc SPIE Int Soc Opt Eng	2022
36559994	Image Translation by Ad CycleGAN for COVID-19 X-Ray Images: A New Approach for Controllable GAN.	Sensors (Basel)	2022
36315110	Image Quality Classification for Automated Visual Evaluation of Cervical Precancer.	Med Image Learn Ltd Noisy Data (2022)	2022
35868819	Real-time echocardiography image analysis and quantification of cardiac indices.	Med Image Anal	2022
36241922	Advances in Deep Learning for Tuberculosis Screening using Chest X-rays: The Last 5 Years Review.	J Med Syst	2022
36134959	A Systematic Evaluation of Ensemble Learning Methods for Fine-Grained Semantic Segmentation of Tuberculosis-Consistent Lesions in Chest Radiographs.	Bioengineering (Basel)	2022
36359459	Editorial on Special Issue "Artificial Intelligence in Image-Based Screening, Diagnostics, and Clinical Care of Cardiopulmonary Diseases".	Diagnostics (Basel)	2022
36381384	Annotations of Lung Abnormalities in Shenzhen Chest X-ray Dataset for Computer-Aided Screening of Pulmonary Diseases.	Data (Basel)	2022
36086542	Automatic Detection of Oral Lesion Measurement Ruler Toward Computer-Aided Image-Based Oral Cancer Screening.	Annu Int Conf IEEE Eng Med Biol Soc	2022
36008184	Comparison of accuracy and reproducibility of colposcopic impression based on a single image versus a two-minute time series of colposcopic images.	Gynecol Oncol	2022
35281798	Detecting Tuberculosis-Consistent Findings in Lateral Chest X-Rays Using an Ensemble of CNNs and Vision Transformers.	Front Genet	2022
35085334	Deep learning model calibration for improving performance in class-imbalanced medical image classification tasks.	PLoS One	2022
32305938	Harnessing Machine Intelligence in Automatic Echocardiogram Analysis: Current Status, Limitations, and Future Directions.	IEEE Rev Biomed Eng	2021
35445152	A Deep Clustering Method For Analyzing Uterine Cervix Images Across Imaging Devices.	Proc IEEE Int Symp Comput Based Med Syst	2021
33808240	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)	2021
33804469	Network Visualization and Pyramidal Feature Comparison for Ablative Treatability Classification Using Digitized Cervix Images.	J Clin Med	2021
35317287	Trilateral Attention Network for Real-Time Cardiac Region Segmentation.	IEEE Access	2021
34968393	Novel loss functions for ensemble-based medical image classification.	PLoS One	2021
34601391	Deep multiple-instance learning for abnormal cell detection in cervical histopathology images.	Comput Biol Med	2021
34423072	Visualizing temporal brain-state changes for fMRI using t-distributed stochastic neighbor embedding.	J Med Imaging (Bellingham)	2021
34447606	Automated Cervical Digitized Histology Whole-Slide Image Analysis Toolbox.	J Pathol Inform	2021
34067034	Chest X-ray Bone Suppression for Improving Classification of Tuberculosis-Consistent Findings.	Diagnostics (Basel)	2021
34178558	Deep Metric Learning for Cervical Image Classification.	IEEE Access	2021
33080509	Selective synthetic augmentation with HistoGAN for improved histopathology image classification.	Med Image Anal	2021
33119516	Clustering-Based Dual Deep Learning Architecture for Detecting Red Blood Cells in Malaria Diagnostic Smears.	IEEE J Biomed Health Inform	2021
31545747	Deep Learning for Smartphone-Based Malaria Parasite Detection in Thick Blood Smears.	IEEE J Biomed Health Inform	2020
37476352	Spatiotemporal feature extraction and classification of Alzheimer's disease using deep learning 3D-CNN for fMRI data.	J Med Imaging (Bellingham)	2020

1 - 50 of 133

Huangjing Lin

The Chinese University of Hong Kong

Career Start Year 2017

Number of shared co-authors 0

Muhammad Wahi-Anwar

David Geffen School of Medicine, University of California los angeles

Career Start Year 2017

Number of shared co-authors 2

Shadi Albarqouni

Technical University of Munich, Johns Hopkins University

Career Start Year 2016

Number of shared co-authors 0

Zhe Guo

The University of Aizu, The Second Xiangya Hospital, Central South University

Career Start Year 2016

Number of shared co-authors 0

Imon Banerjee

Stanford University School of Medicine

Career Start Year 2016

Number of shared co-authors 3

Hao Chen

The Hong Kong University of Science and Technology

Career Start Year 2015

Number of shared co-authors 0

Gustavo C A Corradi

Sirio Libanes Hospital

Career Start Year 2014

Number of shared co-authors 1

Qi Dou

The Chinese University of Hong Kong

Career Start Year 2013

Number of shared co-authors 0

Andre Esteva

Stanford University

Career Start Year 2013

Number of shared co-authors 0

Farzad Khalvati

Research Institute, The Hospital for Sick Children

Career Start Year 2013

Number of shared co-authors 0

Mitko Veta

Eindhoven University of Technology

Career Start Year 2012

Number of shared co-authors 0

Peter Bandi

Radboud Institute for Molecular Life Sciences, Radboud University Medical Center

Career Start Year 2011

Number of shared co-authors 0

Holger R Roth

NVIDIA Corporation

Career Start Year 2010

Number of shared co-authors 0

Geert Litjens

Radboud Institute for Health Sciences, Radboud University Medical Center

Career Start Year 2010

Number of shared co-authors 0

Oscar D??niz

University of Castilla-La Mancha

Career Start Year 2008

Number of shared co-authors 0

Daniel Racoceanu

Sorbonne Universite, Institut du Cerveau-Paris Brain Institute-ICM, CNRS, Inserm

Career Start Year 2008

Number of shared co-authors 1

Mei Chen

Robotics Institute, Carnegie Mellon University

Career Start Year 2007

Number of shared co-authors 0

Ben Glocker

Imperial College London

Career Start Year 2007

Number of shared co-authors 1

Corey W Arnold

David Geffen School of Medicine at University of California los angeles

Career Start Year 2007

Number of shared co-authors 1

George Shih

Cornell University

Career Start Year 2005

Number of shared co-authors 2

Nasir Rajpoot

University of Warwick, University Hospitals Coventry, UK The Alan Turing Institute

Career Start Year 2003

Number of shared co-authors 1

Pheng-Ann Heng

The Chinese University of Hong Kong

Career Start Year 1999

Number of shared co-authors 0

Ali Kamen

Siemens Healthineers

Career Start Year 1998

Number of shared co-authors 0

Fleming Lure

MS Technologies Corporation

Career Start Year 1998

Number of shared co-authors 0

Matthew S Brown

University of California los angeles

Career Start Year 1997

Number of shared co-authors 1

Bram van Ginneken

Radboud University Medical Center

Career Start Year 1997

Number of shared co-authors 1

Awais Mansoor

Siemens Healthineers

Career Start Year 1991

Number of shared co-authors 0

Ronald M Summers

National Institutes of Health (NIH) Clinical Center

Career Start Year 1986

Number of shared co-authors 1

Daniel L Rubin

Stanford University.

Career Start Year 1981

Number of shared co-authors 3

Elena Casiraghi

Universita degli Studi di Milano

Career Start Year 1978

Number of shared co-authors 0

row(s) 1 - 30 of 30

Rodney Long

National Institutes of Health

Co-authored papers 47

George R Thoma

Lister Hill National Center for Biomedical Communications

Co-authored papers 42

Dina Demner-Fushman

Lister Hill National Center for Biomedical Communications

Co-authored papers 10

Nicolas Wentzensen

National Cancer Institute, National Institutes of Health

Co-authored papers 8

Alexandros Karargyris

Almaden Research Center

Co-authored papers 7

Jayashree Kalpathy-Cramer

Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital

Co-authored papers 5

Thomas M Deserno

PLRI Institute for Medical Informatics of TU Braunschweig and Hannover Medical School

Co-authored papers 4

Leif Neve

Co-authored papers 3

William Hsu

American Medical Informatics Association, IEEE, Johns Hopkins University, Radiological Society of North America, University of California Los Angeles, University of California, Los Angeles

Co-authored papers 2

Laritza Rodriguez

National Institutes of Health

Co-authored papers 2

Henning M??ller

University of Applied Sciences of Western Switzerland (HES-SO Valais)

Co-authored papers 2

William Hsu

Co-authored papers 2

Andrei Gabrielian

National Institutes of Allergy and Infectious Diseases

Co-authored papers 1