Innovative Multi-Modal Fusion Solutions

We specialize in data collection, multi-modal fusion model construction, and real-time optimization to enhance surgical performance through advanced deep learning technologies and algorithmic improvements.

Medical professionals in surgical attire are gathered around an operating table in a hospital operating room. The room is equipped with medical instruments and equipment, including a computer monitor, surgical tools on a tray, and overhead lights.
Medical professionals in surgical attire are gathered around an operating table in a hospital operating room. The room is equipped with medical instruments and equipment, including a computer monitor, surgical tools on a tray, and overhead lights.
Our Mission
Our Vision

We aim to improve adaptability and stability in surgical scenarios, ensuring precise and efficient force perception through cutting-edge edge and distributed computing technologies.

Multi-Modal Fusion

Enhancing surgical performance through advanced data collection and deep learning model optimization.

Data Collection

Collecting visual, tactile, and force perception data for improved surgical environment analysis and processing.

A close-up view of a mechanical testing apparatus used for material analysis, featuring metal clamps and screws against a background with windows.
A close-up view of a mechanical testing apparatus used for material analysis, featuring metal clamps and screws against a background with windows.
Model Construction

Building multi-modal fusion models to enhance force perception accuracy and efficiency using deep learning.

Testing adaptability and stability of algorithms across various surgical scenarios to ensure optimal performance.

Performance Evaluation
A hand holding three medical instruments with long, thin handles and small attachments at the end. One of the instruments has a red plastic part forming a T-shape, another has a blue ring and a white stick, and the third appears to have a clear loop at the end. The background is a plain, light-colored wall.
A hand holding three medical instruments with long, thin handles and small attachments at the end. One of the instruments has a red plastic part forming a T-shape, another has a blue ring and a white stick, and the third appears to have a clear loop at the end. The background is a plain, light-colored wall.
A woman is wearing a virtual reality headset and holding controllers in her hands. She is in a laboratory setting with several other people, all wearing lab coats, sitting at a stainless steel table. The background shows more individuals engaged in activities, some interacting with anatomical models.
A woman is wearing a virtual reality headset and holding controllers in her hands. She is in a laboratory setting with several other people, all wearing lab coats, sitting at a stainless steel table. The background shows more individuals engaged in activities, some interacting with anatomical models.

Model Fusion

Integrating data for enhanced force perception in surgery.

A hand lightly grasps another hand in a hospital setting. The scene includes medical equipment in the background and both hands suggest a supportive gesture. The person in the hospital bed is wearing a patient wristband.
A hand lightly grasps another hand in a hospital setting. The scene includes medical equipment in the background and both hands suggest a supportive gesture. The person in the hospital bed is wearing a patient wristband.
Data Collection

Collect visual and tactile perception data efficiently.

A person wearing a white lab coat is holding a tablet with a specialized handle attachment. Another person's hand is raised in the foreground, suggesting interaction or communication between the two individuals. The scene appears to be in a clinical or professional setting, with blurred backgrounds of furniture and walls.
A person wearing a white lab coat is holding a tablet with a specialized handle attachment. Another person's hand is raised in the foreground, suggesting interaction or communication between the two individuals. The scene appears to be in a clinical or professional setting, with blurred backgrounds of furniture and walls.
A handheld grip strengthener with black and orange handles is positioned against a plain white background. The design features a spring mechanism at the top, allowing for adjustable resistance.
A handheld grip strengthener with black and orange handles is positioned against a plain white background. The design features a spring mechanism at the top, allowing for adjustable resistance.
A hand is holding a small, white electronic device with a lens in the center, likely a sensor, which is flanked by metal arms. In the background, there is a blurry image of a computer screen displaying various icons and a digital image of a face.
A hand is holding a small, white electronic device with a lens in the center, likely a sensor, which is flanked by metal arms. In the background, there is a blurry image of a computer screen displaying various icons and a digital image of a face.
Model Construction

Build a multi-modal fusion model using deep learning.

Innovation

Enhancing surgical performance through advanced data collection

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