ARRU, CHIARA DANIELA
ARRU, CHIARA DANIELA
DIPARTIMENTO DI SCIENZE MEDICHE E SANITA' PUBBLICA
Suboptimal Chest Radiography and Artificial Intelligence: The Problem and the Solution
2023-01-01 Dasegowda, Giridhar; Kalra, Mannudeep K; Abi-Ghanem, Alain S; Arru, Chiara D; Bernardo, Monica; Saba, Luca; Segota, Doris; Tabrizi, Zhale; Viswamitra, Sanjaya; Kaviani, Parisa; Karout, Lina; Dreyer, Keith J
A multi-center study of COVID-19 patient prognosis using deep learning-based CT image analysis and electronic health records
2021-01-01 Gong, K.; Wu, D.; Arru, C. D.; Homayounieh, F.; Neumark, N.; Guan, J.; Buch, V.; Kim, K.; Bizzo, B. C.; Ren, H.; Tak, W. Y.; Park, S. Y.; Lee, Y. R.; Kang, M. K.; Park, J. G.; Carriero, A.; Saba, L.; Masjedi, M.; Talari, H.; Babaei, R.; Mobin, H. K.; Ebrahimian, S.; Guo, N.; Digumarthy, S. R.; Dayan, I.; Kalra, M. K.; Li, Q.
Comparison of deep learning, radiomics and subjective assessment of chest CT findings in SARS-CoV-2 pneumonia
2021-01-01 Arru, C.; Ebrahimian, S.; Falaschi, Z.; Hansen, J. V.; Pasche, A.; Lyhne, M. D.; Zimmermann, M.; Durlak, F.; Mitschke, M.; Carriero, A.; Nielsen-Kudsk, J. E.; Kalra, M. K.; Saba, L.
Complications in COVID-19 patients: Characteristics of pulmonary embolism
2021-01-01 Cau, R.; Pacielli, A.; Fatemeh, H.; Vaudano, P.; Arru, C.; Crivelli, P.; Stranieri, G.; Suri, J. S.; Mannelli, L.; Conti, M.; Mahammedi, A.; Kalra, M.; Saba, L.
Ct findings of COVID-19 pneumonia in ICU-patients
2021-01-01 Cau, R.; Falaschi, Z.; Pasche, A.; Danna, P.; Arioli, R.; Arru, C. D.; Zagaria, D.; Tricca, S.; Suri, J. S.; Kalra, M. K.; Carriero, A.; Saba, L.
Integrative analysis for COVID-19 patient outcome prediction
2021-01-01 Chao, H.; Fang, X.; Zhang, J.; Homayounieh, F.; Arru, C. D.; Digumarthy, S. R.; Babaei, R.; Mobin, H. K.; Mohseni, I.; Saba, L.; Carriero, A.; Falaschi, Z.; Pasche, A.; Wang, G.; Kalra, M. K.; Yan, P.
Investigating centering, scan length, and arm position impact on radiation dose across 4 countries from 4 continents during pandemic: mitigating key radioprotection issues
2021-01-01 Ebrahimian, S.; Oliveira, Bernardo M.; Moscatelli, A.; Tapajos, J.; Leitao Tapajos, L.; Jamil Khoury, H.; Babaei, R.; Karimi Mobin, H.; Mohsen, i. I.; Arru, C.; Carriero, A.; Falaschi, Z.; Pasche, A.; Saba, L.; Homayounieh, F.; Bizzo, B. C.; Vassileva, J.; Kalra, M. K.
Qualitative and quantitative DECT pulmonary angiography in COVID-19 pneumonia and pulmonary embolism
2021-01-01 Arru, C. D.; Digumarthy, S. R.; Hansen, J. V.; Lyhne, M. D.; Singh, R.; Rosovsky, R.; Nielsen-Kudsk, J. E.; Kabrhel, C.; Saba, L.; Kalra, M. K.
Severity and Consolidation Quantification of COVID-19 from CT Images Using Deep Learning Based on Hybrid Weak Labels
2020-01-01 Wu, D.; Gong, K.; Arru, C. D.; Homayounieh, F.; Bizzo, B.; Buch, V.; Ren, H.; Kim, K.; Neumark, N.; Xu, P.; Liu, Z.; Fang, W.; Xie, N.; Tak, W. Y.; Park, S. Y.; Lee, Y. R.; Kang, M. K.; Park, J. G.; Carriero, A.; Saba, L.; Masjedi, M.; Talari, H.; Babaei, R.; Mobin, H. K.; Ebrahimian, S.; Dayan, I.; Kalra, M. K.; Li, Q.
| Titolo | Data di pubblicazione | Autore(i) | Rivista | Editore |
|---|---|---|---|---|
| Suboptimal Chest Radiography and Artificial Intelligence: The Problem and the Solution | 1-gen-2023 | Dasegowda, Giridhar; Kalra, Mannudeep K; Abi-Ghanem, Alain S; Arru, Chiara D; Bernardo, Monica; Saba, Luca; Segota, Doris; Tabrizi, Zhale; Viswamitra, Sanjaya; Kaviani, Parisa; Karout, Lina; Dreyer, Keith J | DIAGNOSTICS | - |
| A multi-center study of COVID-19 patient prognosis using deep learning-based CT image analysis and electronic health records | 1-gen-2021 | Gong, K.; Wu, D.; Arru, C. D.; Homayounieh, F.; Neumark, N.; Guan, J.; Buch, V.; Kim, K.; Bizzo, B. C.; Ren, H.; Tak, W. Y.; Park, S. Y.; Lee, Y. R.; Kang, M. K.; Park, J. G.; Carriero, A.; Saba, L.; Masjedi, M.; Talari, H.; Babaei, R.; Mobin, H. K.; Ebrahimian, S.; Guo, N.; Digumarthy, S. R.; Dayan, I.; Kalra, M. K.; Li, Q. | EUROPEAN JOURNAL OF RADIOLOGY | - |
| Comparison of deep learning, radiomics and subjective assessment of chest CT findings in SARS-CoV-2 pneumonia | 1-gen-2021 | Arru, C.; Ebrahimian, S.; Falaschi, Z.; Hansen, J. V.; Pasche, A.; Lyhne, M. D.; Zimmermann, M.; Durlak, F.; Mitschke, M.; Carriero, A.; Nielsen-Kudsk, J. E.; Kalra, M. K.; Saba, L. | CLINICAL IMAGING | - |
| Complications in COVID-19 patients: Characteristics of pulmonary embolism | 1-gen-2021 | Cau, R.; Pacielli, A.; Fatemeh, H.; Vaudano, P.; Arru, C.; Crivelli, P.; Stranieri, G.; Suri, J. S.; Mannelli, L.; Conti, M.; Mahammedi, A.; Kalra, M.; Saba, L. | CLINICAL IMAGING | - |
| Ct findings of COVID-19 pneumonia in ICU-patients | 1-gen-2021 | Cau, R.; Falaschi, Z.; Pasche, A.; Danna, P.; Arioli, R.; Arru, C. D.; Zagaria, D.; Tricca, S.; Suri, J. S.; Kalra, M. K.; Carriero, A.; Saba, L. | JOURNAL OF PUBLIC HEALTH RESEARCH | - |
| Integrative analysis for COVID-19 patient outcome prediction | 1-gen-2021 | Chao, H.; Fang, X.; Zhang, J.; Homayounieh, F.; Arru, C. D.; Digumarthy, S. R.; Babaei, R.; Mobin, H. K.; Mohseni, I.; Saba, L.; Carriero, A.; Falaschi, Z.; Pasche, A.; Wang, G.; Kalra, M. K.; Yan, P. | MEDICAL IMAGE ANALYSIS | - |
| Investigating centering, scan length, and arm position impact on radiation dose across 4 countries from 4 continents during pandemic: mitigating key radioprotection issues | 1-gen-2021 | Ebrahimian, S.; Oliveira, Bernardo M.; Moscatelli, A.; Tapajos, J.; Leitao Tapajos, L.; Jamil Khoury, H.; Babaei, R.; Karimi Mobin, H.; Mohsen, i. I.; Arru, C.; Carriero, A.; Falaschi, Z.; Pasche, A.; Saba, L.; Homayounieh, F.; Bizzo, B. C.; Vassileva, J.; Kalra, M. K. | PHYSICA MEDICA | - |
| Qualitative and quantitative DECT pulmonary angiography in COVID-19 pneumonia and pulmonary embolism | 1-gen-2021 | Arru, C. D.; Digumarthy, S. R.; Hansen, J. V.; Lyhne, M. D.; Singh, R.; Rosovsky, R.; Nielsen-Kudsk, J. E.; Kabrhel, C.; Saba, L.; Kalra, M. K. | CLINICAL RADIOLOGY | - |
| Severity and Consolidation Quantification of COVID-19 from CT Images Using Deep Learning Based on Hybrid Weak Labels | 1-gen-2020 | Wu, D.; Gong, K.; Arru, C. D.; Homayounieh, F.; Bizzo, B.; Buch, V.; Ren, H.; Kim, K.; Neumark, N.; Xu, P.; Liu, Z.; Fang, W.; Xie, N.; Tak, W. Y.; Park, S. Y.; Lee, Y. R.; Kang, M. K.; Park, J. G.; Carriero, A.; Saba, L.; Masjedi, M.; Talari, H.; Babaei, R.; Mobin, H. K.; Ebrahimian, S.; Dayan, I.; Kalra, M. K.; Li, Q. | IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS | - |