William Hiesinger

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Clinical Medicine

Diffusion Models

Top Venues

Nat. Mach. Intell.

Publications

Samuel Schmidgall, Joseph Cho, Cyril Zakka, William Hiesinger
GP-VLS: A general-purpose vision language model for surgery. CoRR (2024)
Cyril Zakka, Joseph Cho, Gracia Fahed, Rohan Shad, Michael Moor, Robyn Fong, Dhamanpreet Kaur, Vishnu Ravi, Oliver Aalami, Roxana Daneshjou, Akshay Chaudhari, William Hiesinger
Almanac Copilot: Towards Autonomous Electronic Health Record Navigation. CoRR (2024)
Joseph Cho, Cyril Zakka, Rohan Shad, Ross Wightman, Akshay Chaudhari, William Hiesinger
MediSyn: Text-Guided Diffusion Models for Broad Medical 2D and 3D Image Synthesis. CoRR (2024)
Adil Dahlan, Cyril Zakka, Abhinav Kumar, Laura Tang, Rohan Shad, Robyn Fong, William Hiesinger
Echocardiogram Foundation Model - Application 1: Estimating Ejection Fraction. CoRR (2023)
Rohan Shad, Cyril Zakka, Dhamanpreet Kaur, Robyn Fong, Ross Warren Filice, John Mongan, Kimberly Kallianos, Nishith Khandwala, David Eng, Matthew Leipzig, Walter Witschey, Alejandro de Feria, Victor Ferrari, Euan A. Ashley, Michael A. Acker, Curtis P. Langlotz, William Hiesinger
A Generalizable Deep Learning System for Cardiac MRI. CoRR (2023)
Cyril Zakka, Akash Chaurasia, Rohan Shad, William Hiesinger
Almanac: Knowledge-Grounded Language Models for Clinical Medicine. CoRR (2023)
Rohan Shad, Nicolas Quach, Robyn Fong, Patpilai Kasinpila, Cayley Bowles, Kate M. Callon, Michelle C. Li, Jeffrey J. Teuteberg, John P. Cunningham, Curtis P. Langlotz, William Hiesinger
Simulating time to event prediction with spatiotemporal echocardiography deep learning. CoRR (2021)
Ileana Pirozzi, Ali Kight, Edgar Aranda-Michael, Rohan Shad, Yuanjia Zhu, Lewis K. Waldman, William Hiesinger, Mark R. Cutkosky
Cardiac Support for the Right Ventricle: Effects of Timing on Hemodynamics-Biomechanics Tradeoff. FIMH (2021)
Rohan Shad, John P. Cunningham, Euan A. Ashley, Curtis P. Langlotz, William Hiesinger
Designing clinically translatable artificial intelligence systems for high-dimensional medical imaging. Nat. Mach. Intell. 3 (11) (2021)
Rohan Shad, John P. Cunningham, Euan A. Ashley, Curtis P. Langlotz, William Hiesinger
Medical Imaging and Machine Learning. CoRR (2021)
Rohan Shad, Nicolas Quach, Robyn Fong, Patpilai Kasinpila, Cayley Bowles, Miguel Castro, Ashrith Guha, Eddie Suarez, Stefan Jovinge, Sangjin Lee, Theodore Boeve, Myriam Amsallem, Xiu Tang, Francois Haddad, Yasuhiro Shudo, Y. Joseph Woo, Jeffrey J. Teuteberg, John P. Cunningham, Curtis P. Langlotz, William Hiesinger
Predicting post-operative right ventricular failure using video-based deep learning. CoRR (2021)