| |
original article |
Date |
Title |
Authors All Authors |
| 1 |
[GO] |
2023―Aug―08 |
CT-based Radiogenomics Framework for COVID-19 Using ACE2 Imaging Representations |
Tian Xia, Xiaohang Fu, Michael Fulham, Yue Wang, Dagan Feng, Jinman Kim |
| 2 |
[GO] |
2023―Jul―25 |
A Novel Classification Model Using Optimal Long Short-Term Memory for Classification of COVID-19 from CT Images |
R. Vinothini, G. Niranjana, Fitri Yakub |
| 3 |
[GO] |
2023―Jun―27 |
COVID-19 Severity Prediction from Chest X-ray Images Using an Anatomy-Aware Deep Learning Model |
Nusrat Binta Nizam, Sadi Mohammad Siddiquee, Mahbuba Shirin, Mohammed Imamul Hassan Bhuiyan, Taufiq Hasan |
| 4 |
[GO] |
2023―Apr―17 |
CCS-GAN: COVID-19 CT Scan Generation and Classification with Very Few Positive Training Images |
Sumeet Menon, Jayalakshmi Mangalagiri, Josh Galita, Michael Morris, Babak Saboury, Yaacov Yesha, et al. (+4) Yelena Yesha, Phuong Nguyen, Aryya Gangopadhyay, David Chapman |
| 5 |
[GO] |
2023―Mar―01 |
Progressive Observation of Covid-19 Vaccination Effects on Skin-Cellular Structures by Use of Intelligent Laser Speckle Classification (ILSC) Technique |
Ahmet Orun, Fatih Kurugollu |
| 6 |
[GO] |
2023―Feb―22 |
DPDH-CapNet: A Novel Lightweight Capsule Network with Non-routing for COVID-19 Diagnosis Using X-ray Images |
Jianjun Yuan, Fujun Wu, Yuxi Li, Jinyi Li, Guojun Huang, Quanyong Huang |
| 7 |
[GO] |
2023―Jan―03 |
Identification of Asymptomatic COVID-19 Patients on Chest CT Images Using Transformer-Based or Convolutional Neural Network-Based Deep Learning Models |
Minyue Yin, Xiaolong Liang, Zilan Wang, Yijia Zhou, Yu He, Yuhan Xue, et al. (+7) Jingwen Gao, Jiaxi Lin, Chenyan Yu, Lu Liu, Xiaolin Liu, Chao Xu, Jinzhou Zhu |
| 8 |
[GO] |
2022―Nov―30 |
3D CT-Inclusive Deep-Learning Model to Predict Mortality, ICU Admittance, and Intubation in COVID-19 Patients |
Alberto Di Napoli, Emanuela Tagliente, Luca Pasquini, Enrica Cipriano, Filomena Pietrantonio, Piermaria Ortis, et al. (+10) Simona Curti, Alessandro Boellis, Teseo Stefanini, Antonio Bernardini, Chiara Angeletti, Sofia Chiatamone Ranieri, Paola Franchi, Ioan Paul Voicu, Carlo Capotondi, Antonio Napolitano |
| 9 |
[GO] |
2022―Nov―02 |
Improved Fine-Tuning of In-Domain Transformer Model for Inferring COVID-19 Presence in Multi-Institutional Radiology Reports |
Pierre Chambon, Tessa S. Cook, Curtis P. Langlotz |
| 10 |
[GO] |
2022―Sep―28 |
The 2021 SIIM-FISABIO-RSNA Machine Learning COVID-19 Challenge: Annotation and Standard Exam Classification of COVID-19 Chest Radiographs |
Paras Lakhani, J. Mongan, C. Singhal, Q. Zhou, K. P. Andriole, W. F. Auffermann, et al. (+23) P. M. Prasanna, T. X. Pham, Michael Peterson, P. J. Bergquist, T. S. Cook, S. F. Ferraciolli, G. C. A. Corradi, MS Takahashi, C. S. Workman, M. Parekh, S. I. Kamel, J. Galant, A. Mas-Sanchez, E. C. Benítez, M. Sánchez-Valverde, L. Jaques, M. Panadero, M. Vidal, M. Culiañez-Casas, D. Angulo-Gonzalez, S. G. Langer, María de la Iglesia-Vayá, G. Shih |
| 11 |
[GO] |
2022―Aug―08 |
Deep Learning-Based Time-to-Death Prediction Model for COVID-19 Patients Using Clinical Data and Chest Radiographs |
Toshimasa Matsumoto, Shannon Leigh Walston, Michael Walston, Daijiro Kabata, Yukio Miki, Masatsugu Shiba, Daiju Ueda |
| 12 |
[GO] |
2022―Jul―05 |
FWLICM-Deep Learning: Fuzzy Weighted Local Information C-Means Clustering-Based Lung Lobe Segmentation with Deep Learning for COVID-19 Detection |
R. Rajeswari, Veerraju Gampala, Balajee Maram, R. Cristin |
| 13 |
[GO] |
2022―Jul―05 |
Developing and Validating Multi-Modal Models for Mortality Prediction in COVID-19 Patients: a Multi-center Retrospective Study |
Joy Tzung-yu Wu, Miguel Ángel Armengol de la Hoz, Po-Chih Kuo, Joseph Alexander Paguio, Jasper Seth Yao, Edward Christopher Dee, et al. (+12) Wesley Yeung, Jerry Jurado, Achintya Moulick, Carmelo Milazzo, Paloma Peinado, Paula Villares, Antonio Cubillo, José Felipe Varona, Hyung-Chul Lee, Alberto Estirado, José Maria Castellano, Leo Anthony Celi |
| 14 |
[GO] |
2022―May―13 |
Initial Experience with a COVID-19 Screening Chatbot Before Radiology Appointments |
Winston T. Wang, Nelly Tan, James A. Hanson, Courtney A. Crubaugh, Amy K. Hara |
| 15 |
[GO] |
2022―Jan―28 |
COVID-19 CT Scan Lung Segmentation: How We Do It |
Davide Negroni, Domenico Zagaria, Andrea Paladini, Zeno Falaschi, Anna Arcoraci, Michela Barini, Alessandro Carriero |
| 16 |
[GO] |
2021―Sep―29 |
Determining Top Fully Connected Layer’s Hidden Neuron Count for Transfer Learning, Using Knowledge Distillation: a Case Study on Chest X-Ray Classification of Pneumonia and COVID-19 |
Ritwick Ghosh |
| 17 |
[GO] |
2021―Sep―24 |
Radiology Dictation Errors with COVID-19 Protective Equipment: Does Wearing a Surgical Mask Increase the Dictation Error Rate? |
Abiola Femi-Abodunde, Kristen Olinger, Lauren M. B. Burke, Thad Benefield, Ellie R. Lee, Katrina McGinty, Benjamin M. Mervak |
| 18 |
[GO] |
2021―Jun―23 |
The Role of Imaging Informatics in Disaster Preparedness During the COVID-19 Pandemic |
Bryce Lowery, Sameer Sandhu, Tessa S. Cook, Prasanth Prasanna |
| 19 |
[GO] |
2021―Apr―12 |
The Imaging Informatics Response to a Pandemic |
Ross W. Filice |
| 20 |
[GO] |
2021―Mar―10 |
Supporting Virtual Dermatology Consultation in the Setting of COVID-19 |
Allison Kutner, Danielle Love, Alina Markova, Anthony Rossi, Erica Lee, Kishwer Nehal, et al. (+2) Mario Lacouture, Veronica Rotemberg |
| 21 |
[GO] |
2021―Mar―10 |
The New Normal: Coronavirus Pandemic Response Utilizing Microsoft SharePoint |
Corey J. Hiti, Jennifer Chang, Kriti Gwal, Eva Escobedo, Margaret Rea, Jasjeet Bindra |
| 22 |
[GO] |
2021―Mar―08 |
Developing a Training Web Application for Improving the COVID-19 Diagnostic Accuracy on Chest X-ray |
P. Menéndez Fernández-Miranda, P. Sanz Bellón, A. Pérez del Barrio, L. Lloret Iglesias, P. Solís García, F. Aguilar-Gómez, et al. (+2) D. Rodríguez González, J. A. Vega |
| 23 |
[GO] |
2021―Mar―05 |
Efficient COVID-19 Segmentation from CT Slices Exploiting Semantic Segmentation with Integrated Attention Mechanism |
Ümit Budak, Musa Çıbuk, Zafer Cömert, Abdulkadir Şengür |
| 24 |
[GO] |
2021―Feb―25 |
Auxiliary Diagnosis for COVID-19 with Deep Transfer Learning |
Hongtao Chen, Shuanshuan Guo, Yanbin Hao, Yijie Fang, Zhaoxiong Fang, Wenhao Wu, et al. (+2) Zhigang Liu, Shaolin Li |
| 25 |
[GO] |
2021―Feb―23 |
The Radiology Virtual Reading Room: During and Beyond the COVID-19 Pandemic |
Joseph H. Yacoub, Carl E. Swanson, Ann K. Jay, Cirrelda Cooper, James Spies, Pranay Krishnan |
| 26 |
[GO] |
2021―Feb―19 |
Novel Chest Radiographic Biomarkers for COVID-19 Using Radiomic Features Associated with Diagnostics and Outcomes |
José Raniery Ferreira Junior, Diego Armando Cardona Cardenas, Ramon Alfredo Moreno, Marina de Fátima de Sá Rebelo, José Eduardo Krieger, Marco Antonio Gutierrez |
| 27 |
[GO] |
2021―Feb―19 |
Disaster Planning During SARS-CoV-2/COVID: One Radiology Informatics Team’s Story |
Alexander J. Towbin, Jennifer Regan, David Hulefeld, Eric Schwieterman, Laurie A. Perry, Sarah O’Brien, et al. (+3) Akhil Dhamija, Timothy OConnor, Jay A. Moskovitz |
| 28 |
[GO] |
2021―Feb―10 |
Clinical Application of Chest Computed Tomography (CT) in Detection and Characterization of Coronavirus (Covid-19) Pneumonia in Adults |
Mohamed N. E. Kassem, Doaa T. Masallat |