Zobrazeno 1 - 10
of 104
pro vyhledávání: '"Shad, Rohan"'
Autor:
Cho, Joseph, Schmidgall, Samuel, Zakka, Cyril, Mathur, Mrudang, Kaur, Dhamanpreet, Shad, Rohan, Hiesinger, William
Diffusion-based video generation models have made significant strides, producing outputs with improved visual fidelity, temporal coherence, and user control. These advancements hold great promise for improving surgical education by enabling more real
Externí odkaz:
http://arxiv.org/abs/2408.14028
Autor:
Cho, Joseph, Zakka, Cyril, Kaur, Dhamanpreet, Shad, Rohan, Wightman, Ross, Chaudhari, Akshay, Hiesinger, William
Diffusion models have recently gained significant traction due to their ability to generate high-fidelity and diverse images and videos conditioned on text prompts. In medicine, this application promises to address the critical challenge of data scar
Externí odkaz:
http://arxiv.org/abs/2405.09806
Autor:
Zakka, Cyril, Cho, Joseph, Fahed, Gracia, Shad, Rohan, Moor, Michael, Fong, Robyn, Kaur, Dhamanpreet, Ravi, Vishnu, Aalami, Oliver, Daneshjou, Roxana, Chaudhari, Akshay, Hiesinger, William
Clinicians spend large amounts of time on clinical documentation, and inefficiencies impact quality of care and increase clinician burnout. Despite the promise of electronic medical records (EMR), the transition from paper-based records has been nega
Externí odkaz:
http://arxiv.org/abs/2405.07896
Autor:
Shad, Rohan, Zakka, Cyril, Kaur, Dhamanpreet, Fong, Robyn, Filice, Ross Warren, Mongan, John, Kalianos, Kimberly, Khandwala, Nishith, Eng, David, Leipzig, Matthew, Witschey, Walter, de Feria, Alejandro, Ferrari, Victor, Ashley, Euan, Acker, Michael A., Langlotz, Curtis, Hiesinger, William
Cardiac MRI allows for a comprehensive assessment of myocardial structure, function, and tissue characteristics. Here we describe a foundational vision system for cardiac MRI, capable of representing the breadth of human cardiovascular disease and he
Externí odkaz:
http://arxiv.org/abs/2312.00357
Autor:
Dahlan, Adil, Zakka, Cyril, Kumar, Abhinav, Tang, Laura, Shad, Rohan, Fong, Robyn, Hiesinger, William
Cardiovascular diseases stand as the primary global cause of mortality. Among the various imaging techniques available for visualising the heart and evaluating its function, echocardiograms emerge as the preferred choice due to their safety and low c
Externí odkaz:
http://arxiv.org/abs/2311.12582
Autor:
Zakka, Cyril, Chaurasia, Akash, Shad, Rohan, Dalal, Alex R., Kim, Jennifer L., Moor, Michael, Alexander, Kevin, Ashley, Euan, Boyd, Jack, Boyd, Kathleen, Hirsch, Karen, Langlotz, Curt, Nelson, Joanna, Hiesinger, William
Large-language models have recently demonstrated impressive zero-shot capabilities in a variety of natural language tasks such as summarization, dialogue generation, and question-answering. Despite many promising applications in clinical medicine, ad
Externí odkaz:
http://arxiv.org/abs/2303.01229
Bicuspid aortic valve is the most common congenital heart defect, affecting 1-2% of the global population. Patients with bicuspid valves frequently develop dilation and aneurysms of the ascending aorta. Both hemodynamic and genetic factors are believ
Externí odkaz:
http://arxiv.org/abs/2109.08261
Autor:
Shad, Rohan, Quach, Nicolas, Fong, Robyn, Kasinpila, Patpilai, Bowles, Cayley, Callon, Kate M., Li, Michelle C., Teuteberg, Jeffrey, Cunningham, John P., Langlotz, Curtis P., Hiesinger, William
Integrating methods for time-to-event prediction with diagnostic imaging modalities is of considerable interest, as accurate estimates of survival requires accounting for censoring of individuals within the observation period. New methods for time-to
Externí odkaz:
http://arxiv.org/abs/2103.02583
Publikováno v:
Nat Mach Intell 3, 929 - 935 (2021)
Advances in computing power, deep learning architectures, and expert labelled datasets have spurred the development of medical imaging artificial intelligence systems that rival clinical experts in a variety of scenarios. The National Institutes of H
Externí odkaz:
http://arxiv.org/abs/2103.01938
Autor:
Shad, Rohan, Quach, Nicolas, Fong, Robyn, Kasinpila, Patpilai, Bowles, Cayley, Castro, Miguel, Guha, Ashrith, Suarez, Eddie, Jovinge, Stefan, Lee, Sangjin, Boeve, Theodore, Amsallem, Myriam, Tang, Xiu, Haddad, Francois, Shudo, Yasuhiro, Woo, Y. Joseph, Teuteberg, Jeffrey, Cunningham, John P., Langlotz, Curt P., Hiesinger, William
Publikováno v:
Nat Commun 12, 5192 (2021)
Non-invasive and cost effective in nature, the echocardiogram allows for a comprehensive assessment of the cardiac musculature and valves. Despite progressive improvements over the decades, the rich temporally resolved data in echocardiography videos
Externí odkaz:
http://arxiv.org/abs/2103.00364