[HTML][HTML] Multi-landmark environment analysis with reinforcement learning for pelvic abnormality detection and quantification

IEI Bekkouch, B Maksudov, S Kiselev, T Mustafaev… - Medical Image …, 2022 - Elsevier
Morphological abnormalities of the femoroacetabular (hip) joint are among the most
common human musculoskeletal disorders and often develop asymptomatically at early …

A robust method for automatic identification of femoral landmarks, axes, planes and bone coordinate systems using surface models

MCM Fischer, SAGA Grothues, J Habor… - Scientific Reports, 2020 - nature.com
The identification of femoral landmarks is a common procedure in multiple academic fields.
Femoral bone coordinate systems are used particularly in orthopedics and biomechanics …

Predicting knee joint instability using a tibio-femoral statistical shape model

P Cerveri, A Belfatto, A Manzotti - Frontiers in bioengineering and …, 2020 - frontiersin.org
Statistical shape models (SSMs) are a well established computational technique to
represent the morphological variability spread in a set of matching surfaces by means of …

A femur fracture reduction method based on anatomy of the contralateral side

L Hu, J Zhang, C Li, Y Wang, Y Yang, P Tang… - Computers in biology …, 2013 - Elsevier
Femoral fractures may result in loss of the original femur anatomy, without leaving a direct
source of reference for femur reduction procedures. Femoral configuration renders it feasible …

Computation of femoral canine morphometric parameters in three‐dimensional geometrical models

G Savio, T Baroni, G Concheri, E Baroni… - Veterinary …, 2016 - Wiley Online Library
Objective To define and validate a method for the measurement of 3‐dimensional (3D)
morphometric parameters in polygonal mesh models of canine femora. Study Design Ex …

Femur shape prediction by multiple regression based on quadric surface fitting

V Sholukha, T Chapman, P Salvia, F Moiseev… - Journal of …, 2011 - Elsevier
Quadric surface fitting of joint surface areas is often performed to allow further processing of
joint component size, location and orientation (pose), or even to determine soft tissue …

Method and system of automatic determination of geometric elements from a 3D medical image of a bone

L Chabanas, S LaVallee, M Nesme, J Schers - US Patent 8,965,108, 2015 - Google Patents
(57) The invention relates to an automated method for precise determination of the head
center and radius and the neck axis of an articulated bone from acquired 3D medical image …

Automated morphometric analysis of the hip joint on MRI from the German National Cohort Study

M Fischer, SS Walter, T Hepp, M Zimmer… - Radiology: Artificial …, 2021 - pubs.rsna.org
Purpose To develop and validate an automated morphometric analysis framework for the
quantitative analysis of geometric hip joint parameters in MR images from the German …

Representative 3D shape of the distal femur, modes of variation and relationship with abnormality of the trochlear region

P Cerveri, A Belfatto, A Manzotti - Journal of biomechanics, 2019 - Elsevier
The anatomy of the distal femur has a predominant influence on the mechanics of both
patello-and tibio-femoral joints. Especially, the morphological degeneration of the trochlear …

Stacked sparse autoencoder networks and statistical shape models for automatic staging of distal femur trochlear dysplasia

P Cerveri, A Belfatto, G Baroni… - … International Journal of …, 2018 - Wiley Online Library
Background The quantitative morphological analysis of the trochlear region in the distal
femur and the precise staging of the potential dysplastic condition constitute a key point for …