Fully automatic estimation of pelvic sagittal inclination from anterior-posterior radiography image using deep learning framework
Abstract Background and Objective Malposition of the acetabular component causes
dislocation and prosthetic impingement after Total Hip Arthroplasty (THA), which significantly …
dislocation and prosthetic impingement after Total Hip Arthroplasty (THA), which significantly …
[HTML][HTML] Neural networks for fatigue crack propagation predictions in real-time under uncertainty
Crack propagation analyses are fundamental for all mechanical structures for which safety
must be guaranteed, eg as for the aviation and aerospace fields. The estimation of life for …
must be guaranteed, eg as for the aviation and aerospace fields. The estimation of life for …
Investigating the artificial intelligence methods for determining performance of the NZVI permeable reactive barriers
In situ groundwater remediation, which contains multiple contaminants simultaneously, is a
fundamental challenge globally. One of the suitable technologies for the removal of several …
fundamental challenge globally. One of the suitable technologies for the removal of several …
Using a deep convolutional network to predict the longitudinal dispersion coefficient
Given the interest in accurately predicting the Longitudinal Dispersion Coefficient (D x)
within the fields of hydraulic and water quality modeling, a wide range of methods have …
within the fields of hydraulic and water quality modeling, a wide range of methods have …
Region-based convolution neural network approach for accurate segmentation of pelvic radiograph
With the increasing usage of radiograph images as a most common medical imaging system
for diagnosis, treatment planning, and clinical studies, it is increasingly becoming a vital …
for diagnosis, treatment planning, and clinical studies, it is increasingly becoming a vital …
Concurrent Learning Approach for Estimation of Pelvic Tilt from Anterior–Posterior Radiograph
Accurate and reliable estimation of the pelvic tilt is one of the essential pre-planning factors
for total hip arthroplasty to prevent common post-operative complications such as implant …
for total hip arthroplasty to prevent common post-operative complications such as implant …
Speech enhancement via deep spectrum image translation network
Quality and intelligibility of speech signals are degraded under additive background noise
which is a critical problem for hearing aid and cochlear implant users. Motivated to address …
which is a critical problem for hearing aid and cochlear implant users. Motivated to address …
Reliability and validity analysis of pelvic sagittal inclination calculated by inverse cosine function method on pelvic anteroposterior radiographs
H Huang, Y Chen, Z Chen, C Zhao - Orthopaedic Surgery, 2022 - Wiley Online Library
Objective Evaluation of sagittal pelvic tilt is significant for hip surgeons. However, the
accurate measurement of pelvic sagittal inclination (PSI) is still a challenge. The objective of …
accurate measurement of pelvic sagittal inclination (PSI) is still a challenge. The objective of …
GAN を用いた実X 線画像からの疑似X 線画像変換―骨盤傾斜角推定手法の実画像への適用―
日朝祐太， 大竹義人， 松岡拓未， 高尾正樹… - Medical Imaging …, 2019 - jstage.jst.go.jp
抄録 人工股関節全置換術において, 立位姿勢での骨盤傾斜角は, カップの至適設置角度の術前
計画で重要である. 立位姿勢での骨盤傾斜角は, 仰臥位で撮影される CT 画像からは解析できない …
計画で重要である. 立位姿勢での骨盤傾斜角は, 仰臥位で撮影される CT 画像からは解析できない …
医用画像処理における深層学習の応用と展望
大竹義人， 日朝祐太， 高尾正樹， 菅野伸彦， 佐藤嘉伸 - 医療機器学, 2018 - jstage.jst.go.jp
など) をもとにスケーリングし, 被験者個別のシミュレーションがおこなえるシステムもあるが,
どれも筋肉はひも状に簡易化されたモデルであり, 実際の筋肉の形状や線維走行を反映した …
どれも筋肉はひも状に簡易化されたモデルであり, 実際の筋肉の形状や線維走行を反映した …