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AIforCOVID: predicting the clinical outcomes in patients with COVID-19
  applying AI to chest-X-rays. An Italian multicentre study

AIforCOVID: predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study

Medical Image Analysis (MedIA), 2020
11 December 2020
Paolo Soda
N. DÁmico
J. Tessadori
G. Valbusa
V. Guarrasi
Chandra Bortolotto
Muhammad Usman Akbar
R. Sicilia
E. Cordelli
Deborah Fazzini
M. Cellina
G. Oliva
Giovanni Callea
Silvia Panella
M. Cariati
D. Cozzi
V. Miele
Elvira Stellato
G. Carrafiello
G. Castorani
A. Simeone
Lorenzo Preda
G. Iannello
Alessio Del Bue
F. Tedoldi
Marco Alì
Diego Sona
S. Papa
ArXiv (abs)PDFHTML

Papers citing "AIforCOVID: predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study"

12 / 12 papers shown
Benchmarking Foundation Models and Parameter-Efficient Fine-Tuning for Prognosis Prediction in Medical Imaging
Benchmarking Foundation Models and Parameter-Efficient Fine-Tuning for Prognosis Prediction in Medical Imaging
Filippo Ruffini
Elena Mulero Ayllón
Linlin Shen
Paolo Soda
V. Guarrasi
LM&MA
365
6
0
23 Jun 2025
GEM: Context-Aware Gaze EstiMation with Visual Search Behavior Matching
  for Chest Radiograph
GEM: Context-Aware Gaze EstiMation with Visual Search Behavior Matching for Chest Radiograph
Shaonan Liu
Wenting Chen
Jie Liu
Xiaoling Luo
Linlin Shen
MedIm
178
4
0
10 Aug 2024
Multi-Dataset Multi-Task Learning for COVID-19 Prognosis
Multi-Dataset Multi-Task Learning for COVID-19 Prognosis
Filippo Ruffini
L. Tronchin
Zhuoru Wu
Wenting Chen
Paolo Soda
Linlin Shen
V. Guarrasi
403
22
0
22 May 2024
Multimodal Explainability via Latent Shift applied to COVID-19
  stratification
Multimodal Explainability via Latent Shift applied to COVID-19 stratificationPattern Recognition (Pattern Recogn.), 2022
V. Guarrasi
L. Tronchin
Domenico Albano
E. Faiella
Deborah Fazzini
D. Santucci
Paolo Soda
336
34
0
28 Dec 2022
POLCOVID: a multicenter multiclass chest X-ray database (Poland,
  2020-2021)
POLCOVID: a multicenter multiclass chest X-ray database (Poland, 2020-2021)Scientific Data (Sci Data), 2022
Aleksandra Suwalska
J. Tobiasz
Wojciech Pra.zuch
M. Socha
P. Foszner
...
E. Szurowska
POLCOVID Study Group
M. Marczyk
A. Cieszanowski
Joanna Polańska
240
5
0
29 Nov 2022
CIRCA: comprehensible online system in support of chest X-rays-based
  COVID-19 diagnosis
CIRCA: comprehensible online system in support of chest X-rays-based COVID-19 diagnosis
Wojciech Pra.zuch
Aleksandra Suwalska
M. Socha
J. Tobiasz
P. Foszner
...
Barbara Gizycka
E. Szurowska
POLCOVID Study Group
M. Marczyk
Joanna Polańska
224
1
0
11 Oct 2022
BIO-CXRNET: A Robust Multimodal Stacking Machine Learning Technique for
  Mortality Risk Prediction of COVID-19 Patients using Chest X-Ray Images and
  Clinical Data
BIO-CXRNET: A Robust Multimodal Stacking Machine Learning Technique for Mortality Risk Prediction of COVID-19 Patients using Chest X-Ray Images and Clinical Data
Tawsifur Rahman
M. Chowdhury
Amith Khandakar
Z. Mahbub
Md. Sakib Hossain
...
Khandaker F. Islam
S. Kashem
Muhammad Salman Khan
S. Zughaier
Maqsud Hossain
283
22
0
15 Jun 2022
Using Deep Learning-based Features Extracted from CT scans to Predict
  Outcomes in COVID-19 Patients
Using Deep Learning-based Features Extracted from CT scans to Predict Outcomes in COVID-19 Patients
Sai Vidyaranya Nuthalapati
M. Vizcaychipi
P. Shah
P. Chudzik
C. Leow
Paria Yousefi
Ahmed Selim
K. Tait
B. Irving
OOD
279
1
0
10 May 2022
RadioPathomics: Multimodal Learning in Non-Small Cell Lung Cancer for
  Adaptive Radiotherapy
RadioPathomics: Multimodal Learning in Non-Small Cell Lung Cancer for Adaptive RadiotherapyIEEE Access (IEEE Access), 2022
M. Tortora
E. Cordelli
R. Sicilia
Lorenzo Nibid
E. Ippolito
G. Perrone
Sara Ramella
Paolo Soda
153
41
0
26 Apr 2022
Multi-objective optimization determines when, which and how to fuse deep
  networks: an application to predict COVID-19 outcomes
Multi-objective optimization determines when, which and how to fuse deep networks: an application to predict COVID-19 outcomesComputers in Biology and Medicine (Comput Biol Med), 2022
V. Guarrasi
Paolo Soda
155
30
0
07 Apr 2022
A hybrid machine learning/deep learning COVID-19 severity predictive
  model from CT images and clinical data
A hybrid machine learning/deep learning COVID-19 severity predictive model from CT images and clinical dataScientific Reports (Sci Rep), 2021
M. Chieregato
Fabio Frangiamore
M. Morassi
C. Baresi
S. Nici
C. Bassetti
C. Bnà
M. Galelli
245
83
0
13 May 2021
Self-supervised deep convolutional neural network for chest X-ray
  classification
Self-supervised deep convolutional neural network for chest X-ray classificationIEEE Access (IEEE Access), 2021
Matej Gazda
J. Gazda
J. Plávka
P. Drotár
SSL
370
66
0
04 Mar 2021
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