Search Results - "Bassi, R S"

Improving deep neural network generalization and robustness to background bias via layer-wise relevance propagation optimization by Bassi, Pedro R. A. S., Dertkigil, Sergio S. J., Cavalli, Andrea

“…Features in images’ backgrounds can spuriously correlate with the images’ classes, representing background bias. They can influence the classifier’s decisions,…”
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Faster ISNet for Background Bias Mitigation on Deep Neural Networks by Bassi, Pedro R. A. S., Decherchi, Sergio, Cavalli, Andrea

“…Bias or spurious correlations in image backgrounds can impact neural networks, causing shortcut learning (Clever Hans Effect) and hampering generalization to…”
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Superior dislocation of the patella; a case report and review of the literature by Bassi, R S, Kumar, B A

“…Superior dislocation of the patella is a rare diagnosis. A 72 year old woman attended the accident and emergency department of the hospital with a painful…”
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A deep convolutional neural network for COVID-19 detection using chest X-rays by Bassi, Pedro R. A. S., Attux, Romis

“…Purpose We present image classifiers based on Dense Convolutional Networks and transfer learning to classify chest X-ray images according to three labels:…”
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Average Versus Maximum Grip Strength: Which is More Consistent? by Haidar, S.G, Kumar, D, Bassi, R.S, Deshmukh, S.C

“…The average of three consecutive measurements is the most frequently used method for grip strength assessment. The purpose of this study was to compare the…”
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Early results of the Acclaim elbow replacement by BASSI, R. S, SIMMONS, D, ALI, F, NUTTALL, D, BIRCH, A, TRAIL, I. A, STANLEY, J. K

“…The Acclaim total elbow replacement is a modular system which allows implantation in both unlinked and linked modes. The results of the use of this implant in…”
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Anatomical study comparing the thickness of the volar and dorsal cortex of cadaveric adult distal radii using digital photography by Dhillon, S S, Kumar, A J Shyam, Sadaiyyappan, V, Bassi, R S, Shanahan, D, Deshmukh, S C

“…Dorsally displaced fractures of the distal radius fractures are one of the commonest in day-to-day practice. There is still no consensus among surgeons…”
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AbdomenAtlas: A large-scale, detailed-annotated, & multi-center dataset for efficient transfer learning and open algorithmic benchmarking by Li, Wenxuan, Qu, Chongyu, Chen, Xiaoxi, Bassi, Pedro R.A.S., Shi, Yijia, Lai, Yuxiang, Yu, Qian, Xue, Huimin, Chen, Yixiong, Lin, Xiaorui, Tang, Yutong, Cao, Yining, Han, Haoqi, Zhang, Zheyuan, Liu, Jiawei, Zhang, Tiezheng, Ma, Yujiu, Wang, Jincheng, Zhang, Guang, Yuille, Alan, Zhou, Zongwei

“…We introduce the largest abdominal CT dataset (termed AbdomenAtlas) of 20,460 three-dimensional CT volumes sourced from 112 hospitals across diverse…”
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Covid-19 detection using chest X-rays: is lung segmentation important for generalization? by Bassi, Pedro R. A. S., Attux, Romis

“…Purpose We evaluated the generalization capability of deep neural networks (DNNs) in the task of classifying chest X-rays as Covid-19, normal or pneumonia,…”
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Knee skin temperature following uncomplicated total knee replacement by Haidar, S.G., Charity, R.M., Bassi, R.S., Nicolai, P., Singh, B.K.

“…This prospective study aimed to establish the pattern of knee skin temperature following uncomplicated primary total knee replacement. Thirty-two patients were…”
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FBDNN: filter banks and deep neural networks for portable and fast brain-computer interfaces by Bassi, Pedro R A S, Attux, Romis

“…To propose novel SSVEP classification methodologies using deep neural networks (DNNs) and improve performances in single-channel and user-independent…”
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Is there a Consensus in the Management of Distal Radial Fractures? by Nazar, M A, Mansingh, R, Bassi, R S, Waseem, M

“…This unique postal survey was setup to assess the agreement on treatment options in displaced distal radius fractures and whether or not there existed a…”
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Faster ISNet for Background Bias Mitigation on Deep Neural Networks by Bassi, Pedro R. A. S, Decherchi, Sergio, Cavalli, Andrea

“…Bias or spurious correlations in image backgrounds can impact neural networks, causing shortcut learning (Clever Hans Effect) and hampering generalization to…”
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Improving deep neural network generalization and robustness to background bias via layer-wise relevance propagation optimization by Bassi, Pedro R. A. S, Dertkigil, Sergio S. J, Cavalli, Andrea

“…Nature Communications 15, 291 (2024) Features in images' backgrounds can spuriously correlate with the images' classes, representing background bias. They can…”
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COVID-19 detection using chest X-rays: is lung segmentation important for generalization? by Bassi, Pedro R. A. S, Attux, Romis

“…Research on Biomedical Engineering, Springer (2022) Purpose: we evaluated the generalization capability of deep neural networks (DNNs), trained to classify…”
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FBDNN: Filter Banks and Deep Neural Networks for Portable and Fast Brain-Computer Interfaces by Bassi, Pedro R. A. S, Attux, Romis

“…Objective: To propose novel SSVEP classification methodologies using deep neural networks (DNNs) and improve performances in single-channel and…”
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Can single-stop carpal tunnel syndrome assessment clinics reduce waiting time to surgery? by Bassi, R.S., Haidar, S.G., Gupta, A.K., Sinha, A.K., Deshmukh, S.C.

“…At the one-stop carpal tunnel syndrome clinic, patients undergo neurophysiological studies followed by clinical assessment by the orthopaedic consultant on the…”
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Palmar cortical angle of the distal radius: a radiological study by BASSI, R.S, KRISHNAN, K.M, DHILLON, S.S, DESHMUKH, S.C

“…Fifty lateral radiographs of normal wrists were viewed to determine the palmar cortical angle of the distal radius. The palmar cortical angle is different to…”
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The position of the centre of the distal radial articular surface in the sagittal plane: a radiological study by KRISHNAN, K.M, BASSI, R.S, DESHMUKH, S.C

“…Using a digital vernier calliper, measurements of the position of the centre of the distal radial articular surface in the sagittal plane with respect to the…”
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Transfer Learning and SpecAugment applied to SSVEP Based BCI Classification by Bassi, Pedro R. A. S, Rampazzo, Willian, Attux, Romis

“…Biomedical Signal Processing and Control 67 (2021) 102542 Objective: We used deep convolutional neural networks (DCNNs) to classify electroencephalography…”
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