no code implementations • 4 Jul 2023 • Ravi Kakaiya, Rakshith Sathish, Ramanathan Sethuraman, Debdoot Sheet
Autonomous vehicles and Advanced Driving Assistance Systems (ADAS) have the potential to radically change the way we travel.
no code implementations • 16 Jun 2020 • Rakshith Sathish, Rachana Sathish, Ramanathan Sethuraman, Debdoot Sheet
Lung cancer is the most common form of cancer found worldwide with a high mortality rate.
no code implementations • 24 Apr 2020 • Arka Mitra, Arunava Chakravarty, Nirmalya Ghosh, Tandra Sarkar, Ramanathan Sethuraman, Debdoot Sheet
Chest radiographs are primarily employed for the screening of pulmonary and cardio-/thoracic conditions.
no code implementations • 24 Apr 2020 • Arunava Chakravarty, Tandra Sarkar, Nirmalya Ghosh, Ramanathan Sethuraman, Debdoot Sheet
Chest radiographs are primarily employed for the screening of cardio, thoracic and pulmonary conditions.
no code implementations • 24 Apr 2020 • Sarath Chandra K, Arunava Chakravarty, Nirmalya Ghosh, Tandra Sarkar, Ramanathan Sethuraman, Debdoot Sheet
Our method performed well on the task of localization of masses with an average Precision/Recall of 0. 76/0. 80 and acheived an average AUC of 0. 91 on the imagelevel classification task using a five-fold cross-validation on the INbreast dataset.
1 code implementation • ICVGIP 2018 2018 • Ekagra Ranjan, Soumava Paul, Siddharth Kapoor, Aupendu Kar, Ramanathan Sethuraman, Debdoot Sheet
Deep learning models trained in natural images are commonly used for different classification tasks in the medical domain.
Ranked #5 on Pneumonia Detection on ChestX-ray14
no code implementations • 17 May 2018 • Aupendu Kar, Sri Phani Krishna Karri, Nirmalya Ghosh, Ramanathan Sethuraman, Debdoot Sheet
Early works on medical image compression date to the 1980's with the impetus on deployment of teleradiology systems for high-resolution digital X-ray detectors.