Sandy Napel (S Napel)

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 10

Top Topics

Convolutional Neural Network

Computed Tomography

Small Cell Lung Cancer

Top Venues

Journal of medical imaging (Bellingham, Wash.)

AJNR. American journal of neuroradiology

Nature communications

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

Publications

Heather M Selby, Pritam Mukherjee, Christopher Parham, Sachin B Malik, Olivier Gevaert, Sandy Napel, Rajesh P Shah
Performance of alternative manual and automated deep learning segmentation techniques for the prediction of benign and malignant lung nodules. Journal of medical imaging (Bellingham, Wash.) 10 (4) (2023)
Dow-Mu Koh, Nickolas Papanikolaou, Ulrich Bick, Rowland Illing, Charles E Kahn, Jayshree Kalpathi-Cramer, Celso Matos, Luis Martí-Bonmatí, Anne Miles, Seong Ki Mun, Sandy Napel, Andrea G Rockall, Evis Sala, Nicola Strickland, Fred W Prior
Artificial intelligence and machine learning in cancer imaging. Communications medicine 2 (2022)
Jaryd R Christie, Omar Daher, Mohamed A Abdelrazek, Perrin E Romine, Richard A Malthaner, Mehdi Qiabi, Rahul Nayak, Sandy Napel, Viswam S Nair, Sarah A Mattonen
Predicting recurrence risks in lung cancer patients using multimodal radiomics and random survival forests. Journal of medical imaging (Bellingham, Wash.) 9 (6) (2022)
Michela Antonelli, Annika Reinke, Spyridon Bakas, Keyvan Farahani, Dominik T Schneider, Bennett A Landman, Geert Litjens, Bjoern H Menze, Olaf Ronneberger, Ronald M Summers, Bram van Ginneken, Michel Bilello, Patrick Bilic, Patrick F Christ, Richard Kinh Gian Do, Marc J Gollub, Stephan H Heckers, Henkjan J Huisman, William R Jarnagin, Maureen K McHugo, Sandy Napel, Jennifer S Golia Pernicka, Kawal Rhode, Catalina Tobon-Gomez, Eugene Vorontsov, James A Meakin, Sebastien Ourselin, Manuel Wiesenfarth, Pablo Arbeláez, Byeong Uk Bae, Sihong Chen, Laura Daza, Jianjiang Feng, Baochun He, Fabian Isensee, Yuanfeng Ji, Fucang Jia, Ildoo Kim, Klaus H Maier-Hein, Dorit Merhof, Akshay Pai, Beomhee Park, Mathias Perslev, Ramin Rezaiifar, Oliver Rippel, Ignacio Sarasua, Wei Shen, Jaemin Son, Christian Wachinger, Liansheng Wang, Yan Wang, Yingda Xia, Daguang Xu, Zhanwei Xu, Yefeng Zheng, Amber L Simpson, Lena Maier-Hein, M Jorge Cardoso
The Medical Segmentation Decathlon. Nature communications 13 (1) (2022)
Rajesh P Shah, Heather M Selby, Pritam Mukherjee, Shefali Verma, Peiyi Xie, Qinmei Xu, Millie Das, Sachin Malik, Olivier Gevaert, Sandy Napel
Machine Learning Radiomics Model for Early Identification of Small-Cell Lung Cancer on Computed Tomography Scans. JCO clinical cancer informatics 5 (2021)
Akshay Jaggi, Domenico Mastrodicasa, Gregory W Charville, R Brooke Jeffrey, Sandy Napel, Bhavik Patel
Quantitative image features from radiomic biopsy differentiate oncocytoma from chromophobe renal cell carcinoma. Journal of medical imaging (Bellingham, Wash.) 8 (5) (2021)
Alexander Zwanenburg, Martin Vallières, Mahmoud A Abdalah, Hugo J W L Aerts, Vincent Andrearczyk, Aditya P Apte, Saeed Ashrafinia, Spyridon Bakas, Roelof J Beukinga, Ronald Boellaard, Marta Bogowicz, Luca Boldrini, Irène Buvat, Gary J R Cook, Christos Davatzikos, Adrien Depeursinge, Marie-Charlotte Desseroit, Nicola Dinapoli, Cuong Viet Dinh, Sebastian Echegaray, Issam El Naqa, Andriy Y Fedorov, Roberto Gatta, Robert James Gillies, Vicky J Goh, Michael Götz, Matthias Guckenberger, Sung Min Ha, Mathieu Hatt, Fabian Isensee, Philippe Lambin, Stefan Leger, Ralph T H Leijenaar, Jacopo Lenkowicz, Fiona Lippert, Are Losnegård, Klaus H Maier-Hein, Olivier Morin, Henning Muller, Sandy Napel, Christophe Nioche, Fanny Orlhac, Sarthak Pati, Elisabeth A G Pfaehler, Xinchi Hou, Arvind U K Rao, Jonas Scherer, Muhammad Musib Siddique, Nanna M Sijtsema, Jairo Socarras Fernandez, Emiliano Spezi, Roel J H M Steenbakkers, Stephanie Tanadini-Lang, Daniela Thorwarth, Esther G C Troost, Taman Upadhaya, Vincenzo Valentini, Lisanne V van Dijk, Joost J M van Griethuysen, Floris H P van Velden, Philip Whybra, Christian Richter, Steffen Loeck
The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping. Radiology 295 (2) (2020)
Sarah A Mattonen, Guido A Davidzon, Jalen Benson, Ann N C Leung, Minal Vasanawala, George Horng, Joseph B Shrager, Sandy Napel, Viswam S Nair
Bone Marrow and Tumor Radiomics at 18F-FDG PET/CT: Impact on Outcome Prediction in Non-Small Cell Lung Cancer. Radiology 293 (2) (2019)
Shaimaa Bakr, Olivier Gevaert, Sebastian Echegaray, Kelsey Ayers, Mu Zhou, Majid Shafiq, Hong Zheng, Jalen Anthony Benson, Weiruo Zhang, Ann N C Leung, Michael Kadoch, Chuong D Hoang, Joseph Shrager, Andrew Quon, Daniel L Rubin, Sylvia K Plevritis, Sandy Napel
A radiogenomic dataset of non-small cell lung cancer. Scientific data 5 (2018)
M Zhou, Jacob G Scott, B Chaudhury, Lawrence O Hall, Dmitry B Goldgof, Kristen W Yeom, Michael Iv, Yangming Ou, Jayashree Kalpathy-Cramer, Sandy Napel, Robert James Gillies, Olivier Gevaert, Robert A Gatenby
Radiomics in Brain Tumor: Image Assessment, Quantitative Feature Descriptors, and Machine-Learning Approaches. AJNR. American journal of neuroradiology 39 (2) (2017)