Publications

AI-based differential diagnosis of dementia etiologies on multimodal data.

Differential diagnosis of dementia remains a challenge in neurology due to symptom overlap across etiologies, yet it is crucial for …
Chonghua Xue*, Sahana S. Kowshik*, Diala Lteif, Shreyas Puducheri, Varuna H. Jasodanand, Olivia T. Zhou, Anika S. Walia, Osman B. Guney, J. Diana Zhang, Serena T. Pham, Artem Kaliaev, V. Carlota Andreu-Arasa, Brigid C. Dwyer, Chad W. Farris, Honglin Hao, Sachin Kedar, Asim Z. Mian, Daniel L. Murman, Sarah A. O’Shea, Aaron B. Paul, Saurabh Rohatgi, Marie-Helene Saint-Hilaire, Emmett A. Sartor, Bindu N. Setty, Juan E. Small, Arun Swaminathan, Olga Taraschenko, Jing Yuan, Yan Zhou, Shuhan Zhu, Cody Karjadi, Ting Fang Alvin Ang, Sarah A. Bargal, Bryan A. Plummer, Kathleen L. Poston, Meysam Ahangaran, Rhoda Au, Vijaya B. Kolachalama
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Disease-driven domain generalization for neuroimaging-based assessment of Alzheimer’s disease.

Development of deep learning models to assess the degree of cognitive impairment on magnetic resonance imaging (MRI) scans has high …
Diala Lteif, Sandeep Sreerama, Sarah Adel Bargal, Bryan A. Plummer, Rhoda Au, Vijaya B. Kolachalama
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Ani-GIFs: A benchmark dataset for domain generalization of action recognition from GIFs.

Deep learning models perform remarkably well for the same task under the assumption that data is always coming from the same …
Shoumik Sovan Majumdar*, Shubhangi Jain*, Isidora Chara Tourni*, Arsenii Mustafin, Diala Lteif, Stan Sclaroff, Kate Saenko, Sarah Adel Bargal
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