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Internal fixation is a common orthopedic procedure in which a rigid screw is used to fix fragments of a fractured bone together and expedite the healing process. However, the rigidity of the screw, geometry of the fractured anatomy (e.g.…

Pelvic fractures, often caused by high-impact trauma, frequently require surgical intervention. Imaging techniques such as CT and 2D X-ray imaging are used to transfer the surgical plan to the operating room through image registration,…

Computer Vision and Pattern Recognition · Computer Science 2025-04-17 Daiqi Liu , Fuxin Fan , Andreas Maier

Symptomatic spinal vertebral compression fractures (VCFs) often require osteoplasty treatment. A cement-like material is injected into the bone to stabilize the fracture, restore the vertebral body height and alleviate pain. Leakage is a…

Hip and pelvic fractures are serious injuries with life-threatening complications. However, diagnostic errors of fractures in pelvic X-rays (PXRs) are very common, driving the demand for computer-aided diagnosis (CAD) solutions. A major…

Computer Vision and Pattern Recognition · Computer Science 2020-07-14 Yirui Wang , Le Lu , Chi-Tung Cheng , Dakai Jin , Adam P. Harrison , Jing Xiao , Chien-Hung Liao , Shun Miao

Spinal fixation procedures are currently limited by the rigidity of the existing instruments and pedicle screws leading to fixation failures and rigid pedicle screw pull out. Leveraging our recently developed Concentric Tube Steerable…

In this paper, we explore the feasibility of developing a novel flexible pedicle screw (FPS) for enhanced spinal fixation of osteoporotic vertebrae. Vital for spinal fracture treatment, pedicle screws have been around since the early 20th…

Robotics · Computer Science 2024-09-18 Yash Kulkarni , Susheela Sharma , Jared Allison , Jordan Amadio , Maryam Tilton , Farshid Alambeigi

Pedicle screw insertion technique has made revolution in the surgical treatment of spinal fractures and spinal disorders. Although X- ray fluoroscopy based navigation is popular, there is risk of prolonged exposure to X- ray radiation.…

Computer Vision and Pattern Recognition · Computer Science 2012-03-13 Nobert Thomas Pallath , Tessamma Thomas

Pelvic fractures pose significant diagnostic challenges, particularly in cases where fracture signs are subtle or invisible on standard radiographs. To address this, we introduce PelFANet, a dual-stream attention network that fuses raw…

Computer Vision and Pattern Recognition · Computer Science 2025-09-30 Siam Tahsin Bhuiyan , Rashedur Rahman , Sefatul Wasi , Naomi Yagi , Syoji Kobashi , Ashraful Islam , Saadia Binte Alam

Vital for spinal fracture treatment, pedicle screw fixation is the gold standard for spinal fixation procedures. Nevertheless, due to the screw pullout and loosening issues, this surgery often fails to be effective for patients suffering…

Robotics · Computer Science 2024-05-29 Yash Kulkarni , Susheela Sharma , Jordan P. Amadio , Farshid Alambeigi

Because of the complicated mechanism of ankle injury, it is very difficult to diagnose ankle fracture in clinic. In order to simplify the process of fracture diagnosis, an automatic diagnosis model of ankle fracture was proposed. Firstly, a…

Image and Video Processing · Electrical Eng. & Systems 2024-04-01 Hongzhi Liu , Guicheng Li , Jiacheng Nie , Hui Tang , Chunfeng Yang , Qianjin Feng , Hailin Xu , Yang Chen

Cervical spine fractures constitute a critical medical emergency, with the potential for lifelong paralysis or even fatality if left untreated or undetected. Over time, these fractures can deteriorate without intervention. To address the…

Computer Vision and Pattern Recognition · Computer Science 2023-11-13 Reza Behbahani Nejad , Amir Hossein Komijani , Esmaeil Najafi

Surgical phase recognition (SPR) is a crucial element in the digital transformation of the modern operating theater. While SPR based on video sources is well-established, incorporation of interventional X-ray sequences has not yet been…

Machine Learning · Computer Science 2023-04-20 Benjamin D. Killeen , Han Zhang , Jan Mangulabnan , Mehran Armand , Russel H. Taylor , Greg Osgood , Mathias Unberath

Current pelvic fixation techniques rely on rigid drilling tools, which inherently constrain the placement of rigid medical screws in the complex anatomy of pelvis. These constraints prevent medical screws from following anatomically optimal…

Robotics · Computer Science 2025-07-03 Yash Kulkarni , Susheela Sharma , Sarah Go , Jordan P. Amadio , Mohsen Khadem , Farshid Alambeigi

The Anterior Cruciate Ligament (ACL) tear is a common medical condition that is treated using arthroscopy by pulling a tissue graft through a tunnel opened with a drill. The correct anatomical position and orientation of this tunnel is…

Computer Vision and Pattern Recognition · Computer Science 2018-07-26 Carolina Raposo , Cristovao Sousa , Luis Ribeiro , Rui Melo , Joao P. Barreto , Joao Oliveira , Pedro Marques , Fernando Fonseca

The segmentation of pelvic fracture fragments in CT and X-ray images is crucial for trauma diagnosis, surgical planning, and intraoperative guidance. However, accurately and efficiently delineating the bone fragments remains a significant…

Visual cues of enforcing bilaterally symmetric anatomies as normal findings are widely used in clinical practice to disambiguate subtle abnormalities from medical images. So far, inadequate research attention has been received on…

Computer Vision and Pattern Recognition · Computer Science 2020-07-24 Haomin Chen , Yirui Wang , Kang Zheng , Weijian Li , Chi-Tung Cheng , Adam P. Harrison , Jing Xiao , Gregory D. Hager , Le Lu , Chien-Hung Liao , Shun Miao

The proposed work establishes a novel Graphical User Interface (GUI) framework, primarily designed for intraoperative pedicle screw planning. Current planning workflow in Image Guided Surgeries primarily relies on pre-operative CT planning.…

Image and Video Processing · Electrical Eng. & Systems 2024-07-12 Vivek Maik , Aparna Purayath , Durga R , Manojkumar Lakshmanan , Mohanasankar Sivaprakasm

In unilateral pelvic fracture reductions, surgeons attempt to reconstruct the bone fragments such that bilateral symmetry in the bony anatomy is restored. We propose to exploit this "structurally symmetric" nature of the pelvic bone, and…

Computer Vision and Pattern Recognition · Computer Science 2018-04-11 Javad Fotouhi , Mathias Unberath , Giacomo Taylor , Arash Ghaani Farashahi , Bastian Bier , Russell H. Taylor , Greg M. Osgood , M. D. , Mehran Armand , Nassir Navab

Medical research suggests that the anterior-posterior (AP)-diameter of the inferior vena cava (IVC) and its associated temporal variation as imaged by bedside ultrasound is useful in guiding fluid resuscitation of the critically-ill…

Computer Vision and Pattern Recognition · Computer Science 2018-08-10 Ebrahim Karami , Mohamed Shehata , Andrew Smith

Thoracic trauma often results in rib fractures, which demand swift and accurate diagnosis for effective treatment. However, detecting these fractures on rib CT scans poses considerable challenges, involving the analysis of many image slices…

Image and Video Processing · Electrical Eng. & Systems 2024-11-15 Harini G. , Aiman Farooq , Deepak Mishra
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