Location History:
- Haifa, IL (2021)
- Nesher, IL (2024)
Company Filing History:
Years Active: 2021-2024
Title: Innovations by Daniel Khapun
Introduction
Daniel Khapun is an accomplished inventor based in Haifa, Israel. He has made significant contributions to the field of medical imaging, particularly in enhancing the detection of objects in images. With a total of 2 patents to his name, Khapun's work is paving the way for advancements in technology that can improve diagnostic processes.
Latest Patents
One of Khapun's latest patents is titled "Pre-NMS filtering using a heat map." This invention includes novel techniques aimed at improving the detection of objects in images, such as those used in Digital Breast Tomography. The method involves generating multiple candidate bounding boxes for image slices of tissue, each with a probability score. It also includes the creation of a heat map to filter these candidate bounding boxes based on a threshold of values, followed by performing Non-Maximum Suppression to output the most relevant bounding box.
Another significant patent is "Methods to induce non-rigid mesh transformation in-variance to CNN based medical imaging classifiers." This invention provides techniques applicable to various imaging modalities, utilizing prior knowledge of physiological dynamics to generate augmented samples for machine learning. The method involves generating a transform for an image of tissue based on its deformation under compression, thereby enhancing the accuracy of medical imaging classifiers.
Career Highlights
Daniel Khapun is currently employed at International Business Machines Corporation (IBM), where he continues to innovate and contribute to the field of medical imaging. His work is characterized by a strong focus on improving diagnostic technologies through advanced imaging techniques.
Collaborations
Khapun collaborates with notable colleagues, including Vadim Ratner and Aviad Zlotnick, who share his commitment to advancing medical imaging technologies.
Conclusion
Daniel Khapun's contributions to medical imaging through his innovative patents demonstrate his dedication to improving healthcare technology. His work not only enhances diagnostic capabilities but also sets a foundation for future advancements in the field.