A Machine Learning Framework for Arterial Health Classification using Ultrasound Vibrometry Data
Speaker: Wilkins Aquino
12 events found.
Virtual Seminars
Events
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From Code to Cell: Bridging Spatial Omics, Machine Learning, and Cell Engineering
Virtual EventSpeaker: Dr. John Hickey, September 4 @ 3:00 PM – 4:00 PM
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Decoding Cellular Systems: From Observational Atlases to Generative Interventions
Virtual EventSpeaker: Dr. Fabian Theis Register Speaker Bio Fabian Theis is a pioneer in biomedical artificial intelligence and machine learning, advancing in particular the field of single-cell and spatial omics. His work focuses on developing scalable inference methods and foundation models to integrate multimodal data across biological scales, enabling deeper insights into cellular decision-making and tissue...
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The Loops of Life
Virtual EventSpeaker: Dr. Michael Rubinstein, November 6 @ 3:00 PM – 4:00 PM
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Fast and Efficient AI
Virtual EventSpeaker: Dr. Yang You, Virtual Event: December 4 @ 9:00 AM – 10:00 AM
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Responsible Use of Large Language Models in Healthcare
Speaker: Monica Agrawal
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Boyuan Chen Virtual Seminar: “Discovery Machines: From Pixels to Physics”
What if a machine could watch a video and write down the equations of motion? I’ll discuss our recent work toward this goal — systems that learn to discover the hidden state variables and governing dynamics directly from raw visual data. These discovered Neural State Variables and Neural State Vector Fields not only reproduce trajectories but also reveal the structure of these dynamical systems: equilibrium, stability, and chaos. The results suggest a path toward a self-driven AI scientist.
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Virtual Seminar with Dan Ma: “Quantitative MRI and Physics-informed Pan-Contrast Al”
This talk will present recent advances in quantitative MRI and physics-based image synthesis as a foundation for pan-contrast AI.
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Special In-Person Event: Dr. Christopher Cheng “From Vascular Motion to Medical Device Innovation, and a Few Tips for Entrepreneurs”
This talk will focus on a few examples of blood vessels and how understanding their motions have led to improvements in medical device development and patient care. In addition, I’ll share some of the top lessons I’ve learned as an entrepreneur.
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Virtual Seminar with Rishi Kamaleswaran: “Forecasting Patient Trajectories: Leveraging Irregularly Sampled, Multimodal Time-Series for Clinical Foundation Models”
As in-patient environments generate vast amounts of heterogeneous data, ranging from continuous physiological telemetry to sparsely sampled medical imaging, there is a profound opportunity to translate this information into actionable clinical foresight. This talk will focus on the development of novel foundation models and transformer architectures designed to handle the temporal complexities of longitudinal hospital data.
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Virtual Seminar with Philipp Gutruf: “Wearable and Implantable Systems for Seamless High-Fidelity Diagnostics and Therapeutics”
Advances in materials and fabrication concepts for soft electronics coupled with miniaturization of wireless energy transfer enables the creation of high-performance electronic and optoelectronic systems with footprint and physical properties matched to biology. This talk explores the creation of such systems and discusses applications in the context of imperceptible body-worn devices for the assessment of physiology.
