Rapid quantification of COVID-19 pneumonia burden from computed tomography with convolutional LSTM networks

no code implementations • 31 Mar 2021 • Kajetan Grodecki, Aditya Killekar, Andrew Lin, Sebastien Cadet, Priscilla McElhinney, Aryabod Razipour, Cato Chan, Barry D. Pressman, Peter Julien, Judit Simon, Pal Maurovich-Horvat, Nicola Gaibazzi, Udit Thakur, Elisabetta Mancini, Cecilia Agalbato, Jiro Munechika, Hidenari Matsumoto, Roberto Menè, Gianfranco Parati, Franco Cernigliaro, Nitesh Nerlekar, Camilla Torlasco, Gianluca Pontone, Damini Dey, Piotr J. Slomka

Strong agreement between expert manual and automatic segmentation was obtained for lung lesions with a Dice score coefficient of 0. 876 $\pm$ 0. 005; excellent correlations of 0. 978 and 0. 981 for ground-glass opacity and high opacity volumes.

Computed Tomography (CT)

Two-branch Recurrent Network for Isolating Deepfakes in Videos

no code implementations • ECCV 2020 • Iacopo Masi, Aditya Killekar, Royston Marian Mascarenhas, Shenoy Pratik Gurudatt, Wael Abd-Almageed

The current spike of hyper-realistic faces artificially generated using deepfakes calls for media forensics solutions that are tailored to video streams and work reliably with a low false alarm rate at the video level.

DeepFake Detection Face Swapping +1