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S. Jambawalikar · SciRah

Researcher profile · Semantic Scholar

S. Jambawalikar

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S. Jambawalikar — researcher profile on SciRah

h-index: 27
Works: 105
Citations: 4,877

Most-cited papers

Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
S. Bakas, M. Reyes, A. Jakab, S. Bauer +419 more
2018arXiv.org2,123 citations
Semantic Scholar
Quantitative Imaging Biomarkers Alliance (QIBA) Recommendations for Improved Precision of DWI and DCE-MRI Derived Biomarkers in Multicenter Oncology Trials
A. Shukla-Dave, Nancy A. Obuchowski, Thomas L. Chenevert, S. Jambawalikar +13 more
2018Journal of Magnetic Resonance Imaging372 citations Open access
Semantic Scholar
COVID-19 neuropathology at Columbia University Irving Medical Center/New York Presbyterian Hospital
K. Thakur, E. Miller, M. Glendinning, Osama Al-Dalahmah +30 more
2021medRxiv345 citations Open access
Semantic Scholar
Cardiac-specific Conversion Factors to Estimate Radiation Effective Dose from Dose-Length Product in Computed Tomography
S. Trattner, S. Halliburton, Carla M. Thompson, Yanping Xu +9 more
2017JACC Cardiovascular Imaging172 citations Open access
Semantic Scholar
Prior to Initiation of Chemotherapy, Can We Predict Breast Tumor Response? Deep Learning Convolutional Neural Networks Approach Using a Breast MRI Tumor Dataset
Richard Ha, C. Chin, Jenika Karcich, Michael Z. Liu +6 more
2018Journal of digital imaging125 citations Open access
Semantic Scholar
Radiomics of MRI for pretreatment prediction of pathologic complete response, tumor regression grade, and neoadjuvant rectal score in patients with locally advanced rectal cancer undergoing neoadjuvant chemoradiation: an international multicenter study
H. Shaish, A. Aukerman, R. Vanguri, A. Spinelli +12 more
2020European Radiology121 citations
Semantic Scholar
Predicting Breast Cancer Molecular Subtype with MRI Dataset Utilizing Convolutional Neural Network Algorithm
Richard Ha, Simukayi Mutasa, Jenika Karcich, N. Gupta +6 more
2019Journal of digital imaging115 citations Open access
Semantic Scholar
Hand Recognition Using Geometric Classifiers
Yaroslav Bulatov, S. Jambawalikar, Piyush Kumar, Saurabh Sethia
2004International Conference on Biometric Authentication114 citations
Semantic Scholar
Convolutional Neural Networks for the Detection and Measurement of Cerebral Aneurysms on Magnetic Resonance Angiography
J. Stember, P. Chang, Danielle M. Stember, Michael Z. Liu +4 more
2018Journal of digital imaging98 citations Open access
Semantic Scholar
Diffusion tensor imaging of peripheral nerves
S. Jambawalikar, Jeremy Baum, T. Button, Haifang Li +2 more
2010Skeletal Radiology95 citations
Semantic Scholar
Segmentation of Brain Tumors Using DeepLabv3+
A. Choudhury, R. Vanguri, S. Jambawalikar, Piyush Kumar
2018BrainLes@MICCAI71 citations
Semantic Scholar
Chronic convection-enhanced delivery of topotecan for patients with recurrent glioblastoma: a first-in-patient, single-center, phase 1b trial
Eleonora F. Spinazzi, Michael G. Argenziano, Pavan S. Upadhyayula, M. Banu +33 more
2022The Lancet Oncology69 citations Open access
Semantic Scholar
Convolutional Neural Network Using a Breast MRI Tumor Dataset Can Predict Oncotype Dx Recurrence Score
Richard Ha, P. Chang, Simukayi Mutasa, Jenika Karcich +5 more
2018Journal of Magnetic Resonance Imaging68 citations Open access
Semantic Scholar
The role of initial chest X-ray in triaging patients with suspected COVID-19 during the pandemic
Hyunjoong Kim, K. Capaccione, Gen Li, L. Luk +12 more
2020Emergency Radiology59 citations Open access
Semantic Scholar
Axillary Lymph Node Evaluation Utilizing Convolutional Neural Networks Using MRI Dataset
Richard Ha, P. Chang, Jenika Karcich, Simukayi Mutasa +4 more
2018Journal of digital imaging59 citations Open access
Semantic Scholar
Deep learning prediction of axillary lymph node status using ultrasound images
Shawn H. Sun, Simukayi Mutasa, Michael Z. Liu, John S. Nemer +5 more
2022Comput. Biol. Medicine55 citations
Semantic Scholar
Convolutional Neural Network Based Breast Cancer Risk Stratification Using a Mammographic Dataset
Richard Ha, P. Chang, Jenika Karcich, Simukayi Mutasa +3 more
2018Academic Radiology53 citations Open access
Semantic Scholar
Convolutional Neural Network Detection of Axillary Lymph Node Metastasis Using Standard Clinical Breast MRI.
Thomas Ren, R. Cattell, Hongyi Duanmu, P. Huang +10 more
2019Clinical Breast Cancer51 citations
Semantic Scholar
A novel CNN algorithm for pathological complete response prediction using an I-SPY TRIAL breast MRI database
Michael Z. Liu, Simukayi Mutasa, P. Chang, Maham Siddique +2 more
2020Magnetic Resonance Imaging47 citations Open access
Semantic Scholar
Multi-site, multi-platform comparison of MRI T1 measurement using the system phantom
K. Keenan, Z. Gimbutas, A. Dienstfrey, K. Stupic +16 more
2021PLoS ONE46 citations Open access
Semantic Scholar
Dynamic infrared imaging for the detection of malignancy.
T. Button, Haifang Li, Paul A. Fisher, R. Rosenblatt +9 more
2004Physics in Medicine and Biology43 citations
Semantic Scholar
Fully Automated Convolutional Neural Network Method for Quantification of Breast MRI Fibroglandular Tissue and Background Parenchymal Enhancement
Richard Ha, P. Chang, E. Mema, Simukayi Mutasa +4 more
2018Journal of digital imaging39 citations Open access
Semantic Scholar
Pharmacokinetic analysis and drug delivery efficiency of the focused ultrasound-induced blood-brain barrier opening in non-human primates
G. Samiotaki, M. Karakatsani, A. Buch, S. Papadopoulos +3 more
2016Magnetic Resonance Imaging37 citations Open access
Semantic Scholar
3D Printing and Heart Failure: The Present and the Future.
K. Farooqi, Cathleen Cooper, A. Chelliah, O. Saeed +6 more
2019JACC. Heart failure36 citations Open access
Semantic Scholar
Predicting Post Neoadjuvant Axillary Response Using a Novel Convolutional Neural Network Algorithm
Richard Ha, P. Chang, Jenika Karcich, Simukayi Mutasa +6 more
2018Annals of Surgical Oncology30 citations
Semantic Scholar
Can diffusion‐weighted imaging serve as a biomarker of fibrosis in pancreatic adenocarcinoma?
E. Hecht, Michael Z. Liu, M. Prince, S. Jambawalikar +7 more
2017Journal of Magnetic Resonance Imaging30 citations Open access
Semantic Scholar
Weakly Supervised Deep Learning Approach to Breast MRI Assessment.
Michael Z. Liu, Cara Swintelski, Shawn H. Sun, Maham Siddique +3 more
2021Academic Radiology29 citations
Semantic Scholar
Lung nodule malignancy classification with associated pulmonary fibrosis using 3D attention-gated convolutional network with CT scans
Yu-Cheng Liu, Hao-Yun Hsu, Tiffany Lin, Boyu Peng +3 more
2024Journal of Translational Medicine27 citations Open access
Semantic Scholar
Repeatability of Quantitative Diffusion-Weighted Imaging Metrics in Phantoms, Head-and-Neck and Thyroid Cancers: Preliminary Findings
R. Paudyal, A. Konar, N. Obuchowski, V. Hatzoglou +10 more
2019Tomography26 citations Open access
Semantic Scholar
Channel width optimized neural networks for liver and vessel segmentation in liver iron quantification
Michael Z. Liu, R. Vanguri, Simukayi Mutasa, Richard Ha +3 more
2020Comput. Biol. Medicine23 citations
Semantic Scholar
Deep semantic lung segmentation for tracking potential pulmonary perfusion biomarkers in chronic obstructive pulmonary disease (COPD): The multi‐ethnic study of atherosclerosis COPD study
H. Winther, M. Gutberlet, Christian Hundt, Till F. Kaireit +11 more
2020Journal of Magnetic Resonance Imaging22 citations
Semantic Scholar
Fusion of aerial lidar and images for road segmentation with deep CNN
Biswas Parajuli, Piyush Kumar, Tathagata Mukherjee, E. Pasiliao +1 more
2018SIGSPATIAL/GIS22 citations
Semantic Scholar
Deep Learning of CT Virtual Wedge Resection for Prediction of Histologic Usual Interstitial Pneumonitis.
H. Shaish, F. Ahmed, D. Lederer, B. D'souza +6 more
2020Annals of the American Thoracic Society20 citations Open access
Semantic Scholar
Accuracy of Distinguishing Atypical Ductal Hyperplasia From Ductal Carcinoma In Situ With Convolutional Neural Network–Based Machine Learning Approach Using Mammographic Image Data
Richard Ha, Simukayi Mutasa, E. P. Van Sant, Jenika Karcich +3 more
2019AJR. American journal of roentgenology19 citations Open access
Semantic Scholar
Estimating Effective Dose of Radiation from Pediatric Cardiac CT Angiography Using a 64-Slice Scanner: New Conversion Factors Relating Dose-Length Product to Effective Dose
S. Trattner, A. Chelliah, P. Prinsen, C. Ruzal-Shapiro +4 more
2017AJR. American journal of roentgenology18 citations Open access
Semantic Scholar
Contrast-free detection of focused ultrasound-induced blood-brain barrier opening using diffusion tensor imaging
M. Karakatsani, A. Pouliopoulos, Michael Liu, S. Jambawalikar +1 more
2020IEEE Transactions on Biomedical Engineering16 citations Open access
Semantic Scholar
Deep Learning of Computed Tomography Virtual Wedge Resection for Prediction of Histologic Usual Interstitial Pneumonitis
H. Shaish, F. Ahmed, David E. Lederer, Belinda D ’ Souza +6 more
202015 citations
Semantic Scholar
Comparison of lung cancer occurring in fibrotic versus non-fibrotic lung on chest CT
Mary M. Salvatore, Yucheng Liu, Boyu Peng, Hao-Yun Hsu +4 more
2024Journal of Translational Medicine14 citations Open access
Semantic Scholar
Diffusion tensor imaging of the physis: the ABC’s
Laura Santos, Brendan Sullivan, Ola Kvist, S. Jambawalikar +9 more
2023Pediatric Radiology14 citations Open access
Semantic Scholar
Dosimetric assessment of patient dose calculation on a deep learning‐based synthesized computed tomography image for adaptive radiotherapy
O. D. Dona Lemus, Yi-Fang Wang, Fiona Li, S. Jambawalikar +3 more
2022Journal of Applied Clinical Medical Physics14 citations Open access
Semantic Scholar
A Note on Approximate Minimum Volume Enclosing Ellipsoid of Ellipsoids
S. Jambawalikar, Piyush Kumar
20082008 International Conference on Computational Sciences and Its Applications14 citations Open access
Semantic Scholar
Multicenter Repeatability Study of a Novel Quantitative Diffusion Kurtosis Imaging Phantom
Dariya I. Malyarenko, S. Swanson, A. Konar, E. LoCastro +6 more
2019Tomography13 citations Open access
Semantic Scholar
Potential Role of Convolutional Neural Network Based Algorithm in Patient Selection for DCIS Observation Trials Using a Mammogram Dataset
Simukayi Mutasa, P. Chang, E. P. Van Sant, John S. Nemer +5 more
2019Academic Radiology12 citations Open access
Semantic Scholar
Deep Learning Approaches with Digital Mammography for Evaluating Breast Cancer Risk, a Narrative Review
Maham Siddique, Michael Z. Liu, Phuong T. Duong, S. Jambawalikar +1 more
2023Tomography10 citations Open access
Semantic Scholar
Combined expert-in-the-loop—random forest multiclass segmentation U-net based artificial intelligence model: evaluation of non-small cell lung cancer in fibrotic and non-fibrotic microenvironments
Anjali Saqi, Yucheng Liu, Michelle Garlin Politis, M. Salvatore +1 more
2024Journal of Translational Medicine8 citations Open access
Semantic Scholar
Prediction of locally advanced rectal cancer response to neoadjuvant chemoradiation therapy using volumetric multiparametric MRI-based radiomics
M. El Homsi, O. Bane, Valentin Fauveau, S. Hectors +11 more
2023Abdominal Radiology8 citations
Semantic Scholar
Advanced MR Imaging of the Temporal Bone.
S. Jambawalikar, Michael Z. Liu, G. Moonis
2019Neuroimaging clinics of North America8 citations
Semantic Scholar
High‐resolution simulation of B0 field conditions in the human heart from segmented computed tomography images
Yun Shang, Sebastian Theilenberg, M. Terekhov, Wolfram Mattar +4 more
2022NMR in Biomedicine6 citations
Semantic Scholar
Generalizing Diffusion Tensor Imaging of the Physis and Metaphysis
K. Luo, Laura Santos, Rumana Tokaria, S. Jambawalikar +4 more
2024Journal of Magnetic Resonance Imaging5 citations Open access
Semantic Scholar
Feasibility of ultrashort echo time (UTE) T2* cartilage mapping in the hip: a pilot study
T. Wong, P. Quarterman, T. Lynch, M. J. Rasiej +2 more
2021Acta Radiologica5 citations
Semantic Scholar

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