標(biāo)題: Titlebook: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging; 5th International Wo Carole H. Sudre,Christian F. Baumgartner,Will [打印本頁] 作者: 斷頭臺 時(shí)間: 2025-3-21 16:24
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書目名稱Uncertainty for Safe Utilization of Machine Learning in Medical Imaging被引頻次
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書目名稱Uncertainty for Safe Utilization of Machine Learning in Medical Imaging讀者反饋
書目名稱Uncertainty for Safe Utilization of Machine Learning in Medical Imaging讀者反饋學(xué)科排名
作者: boisterous 時(shí)間: 2025-3-21 21:07
Leonhard F. Feiner,Martin J. Menten,Kerstin Hammernik,Paul Hager,Wenqi Huang,Daniel Rueckert,Rickmeralog systems" held in Bad Windsheim, Federal Republic of Germany, July 5 to July 18, 1987. It is divided into the three parts Speech coding and Segmentation, Word Recognition, and Linguistic Processing. Although this can only be a rough organization showing some overlap, the editors felt that it mos作者: BRAND 時(shí)間: 2025-3-22 04:08
Yizhe Zhang,Shuo Wang,Yejia Zhang,Danny Z. Chenthe condition that the variance-covariance matrix of scaled quantities must be positive definite or semi-definite in order for the variables to be mapped in Euclidean space. Dual scaling was chosen to guide us through the search for identifying problems, understanding the basic aspects of those prob作者: Enthralling 時(shí)間: 2025-3-22 07:23 作者: 火海 時(shí)間: 2025-3-22 09:03 作者: 翻布尋找 時(shí)間: 2025-3-22 13:32 作者: Institution 時(shí)間: 2025-3-22 21:06 作者: 可忽略 時(shí)間: 2025-3-22 22:23 作者: BANAL 時(shí)間: 2025-3-23 05:08
Parinaz Roshanzamir,Hassan Rivaz,Joshua Ahn,Hamza Mirza,Neda Naghdi,Meagan Anstruther,Michele C. Bat mainly concentrated towards the methodological aspect of computation such as deep learning. With the growth in computing power and advancement in AI methods, this field including machine learning/deep learning?(ML/DL) has moved away from theoretical to real-world application. The generation of AI a作者: sundowning 時(shí)間: 2025-3-23 08:03
Paul Fischer,K. Thomas,Christian F. Baumgartnerf ultra-thin solar cells is of paramount importance in ultimate cost reduction of solar cells—without compromising if not increasing, the efficiency of solar cells. Research in ultra-thin solar cells is fast-gaining ground. It was pointed out that basing on Thomas–Reiche–Kuhn sum rule, the amount of作者: Inkling 時(shí)間: 2025-3-23 11:31
Elina Thibeau-Sutre,Dieuwertje Alblas,Sophie Buurman,Christoph Brune,Jelmer M. Wolterinkent breakthroughs in achieving?a record efficiency of 11.7% in solid DSCs?at 1 sun and?32% at 1,000?lx surpass even the performance?of conventional crystalline solar cells. In the context of PSCs, recent developments of new methodologies and materials are promising for achieving high efficiency as w作者: 無彈性 時(shí)間: 2025-3-23 14:59 作者: 飛行員 時(shí)間: 2025-3-23 21:32 作者: NEX 時(shí)間: 2025-3-24 00:10
Anton Vasiliuk,Daria Frolova,Mikhail Belyaev,Boris Shirokikhom “prealbumin” to “thyroxine-binding prealbumin” to “transthyretin” as knowledge increased about its functions. TTR is synthesised in a wide range of tissues in humans and other eutherian mammals: the liver, choroid plexus (blood- cerebrospinal ?uid barrier), retinal pigment epithelium of the eye, 作者: 背書 時(shí)間: 2025-3-24 02:35
Harry Anthony,Konstantinos Kamnitsaslly, which is less than the population growth rate of 1.5?%. Meeting the target of food demand for the ever-burgeoning world population will need a 1.6?% annual increase in wheat productivity, which is a challenging task going by the depletion of natural resources and climate change where weeds comp作者: 使隔離 時(shí)間: 2025-3-24 08:31 作者: 坦白 時(shí)間: 2025-3-24 11:11 作者: 惡意 時(shí)間: 2025-3-24 17:08 作者: BOOR 時(shí)間: 2025-3-24 21:49 作者: insurrection 時(shí)間: 2025-3-25 02:51
Shishuai Wang,Johan Nuyts,Marina Filipovicmplicit in the term chronic bronchitis, is one of three pathophysiological entities comprising COPD, the other two being chronic bronchiolitis (small airways disease) and emphysema (alveolar destruction). The relative contribution of each component to pathophysiology varies between patients, with th作者: 合法 時(shí)間: 2025-3-25 05:56 作者: deviate 時(shí)間: 2025-3-25 11:17 作者: 旋轉(zhuǎn)一周 時(shí)間: 2025-3-25 14:11
t, but with different spatial distributions. We find that, when the training problem sets are suitably difficult, an algorithm tuned for a specific spatial distribution tends towards being the best algorithm on test sets following that distribution. Conversely, and significantly, if the target probl作者: 清澈 時(shí)間: 2025-3-25 18:00
Leonhard F. Feiner,Martin J. Menten,Kerstin Hammernik,Paul Hager,Wenqi Huang,Daniel Rueckert,Rickmerustic-phonetic decoding. Techniques to integrate knowledge- sources into speech recognition systems are presented and demonstrated by experimental systems. The fourth invited paper gives an overview of approaches for using prosodic knowledge in automatic speech recogni tion systems, and a method for作者: 昏睡中 時(shí)間: 2025-3-25 21:33
Yizhe Zhang,Shuo Wang,Yejia Zhang,Danny Z. Chenical variables. This absence of a geometric definition was attributed to the lack of a single data matrix, often leading to negative eigenvalues of the correlation matrix. Then the attention was shifted to the calculation of polychoric correlation and canonical correlation for categorized ordinal va作者: 能量守恒 時(shí)間: 2025-3-26 03:05 作者: 廢墟 時(shí)間: 2025-3-26 04:25 作者: 血統(tǒng) 時(shí)間: 2025-3-26 10:09 作者: verdict 時(shí)間: 2025-3-26 12:50 作者: 即席演說 時(shí)間: 2025-3-26 20:49
Inés Gonzalez Pepe,Vinuyan Sivakolunthu,Hae Lang Park,Yohan Chatelain,Tristan Glatard that applying, modifying, and extending the model is still valid across several applications and domains. E-commerce was on the top of the list of TAM applications with an increasing number of studies on recent emerging applications like augmented reality. The banking, education, and healthcare wer作者: 具體 時(shí)間: 2025-3-26 22:47
Parinaz Roshanzamir,Hassan Rivaz,Joshua Ahn,Hamza Mirza,Neda Naghdi,Meagan Anstruther,Michele C. Bat. Therapeutic drug monitoring and clinical toxicity are faced by new challenges every day as the problem-solving approaches are fetched with more complex causes in regulatory and health technology to assist the healthcare system. Drug monitoring for the patient is enhancing its functioning by variou作者: 一個(gè)攪動(dòng)不安 時(shí)間: 2025-3-27 02:41
Paul Fischer,K. Thomas,Christian F. Baumgartnerully achieve the “ultra-thin solar cells”. Plasmonics offer two routes for light manipulation—near field and far field. These mechanisms in turn enable more secondary mechanisms such as hot-carrier generation, photon up-conversion, nonlinear effects, etc. When employed optimally, these mechanisms wi作者: stress-test 時(shí)間: 2025-3-27 07:05
Elina Thibeau-Sutre,Dieuwertje Alblas,Sophie Buurman,Christoph Brune,Jelmer M. Wolterinkd compact charge extraction layer?(<50?nm) is desirable to reduce the series resistance and improve the?transmittance and thereby the device efficiency.?This?chapter describes basic concepts underlying the role of ETLs in the device DSCs/PSCs. The basic principle and merits of?deposition processes t作者: 整體 時(shí)間: 2025-3-27 12:59 作者: GROUP 時(shí)間: 2025-3-27 17:42
Daria Frolova,Aleksandr Katrutsa,Ivan Oseledetscal functions including: (1) molecular and cellular interactions of fibrin β15–42, which binds to heparin and also mediates platelet and endothelial cell spreading, as well as capillary tube formation via VE-cadherin, an endothelial cell receptor; (2) leukocyte binding to fibrin(ogen) via integrin α作者: 杠桿 時(shí)間: 2025-3-27 19:39
Anton Vasiliuk,Daria Frolova,Mikhail Belyaev,Boris Shirokikhwith retinoid distribution. More recently, TTR has been demonstrated to bind a wide variety of endocrine disruptors including drugs, pollutants, industrial compounds, heavy metals, and some naturally occurring plant ?avonoids. These not only interfere with thyroid hormone delivery in the body, but a作者: Compass 時(shí)間: 2025-3-27 23:56
Harry Anthony,Konstantinos Kamnitsasthese resistant weeds. Herbicides alone have not proved effective for sustainable weed management, and an integrated approach is needed to reduce the losses caused by weeds and realizing the yield potential of high-yielding, resource-responsive wheat varieties. Herbicide-resistant/herbicide-tolerant作者: ethereal 時(shí)間: 2025-3-28 03:51
McKell Woodland,Nihil Patel,Mais Al Taie,Joshua P. Yung,Tucker J. Netherton,Ankit B. Patel,Kristy K.e of X-rays, existing computer vision techniques are not effective in matching the corresponding points for X-rays. We present a new matching algorithm to solve this problem by evolutionary programming. We also designed a supervised learning method to estimate the soft tissue stiffness parameters.作者: 會(huì)犯錯(cuò)誤 時(shí)間: 2025-3-28 08:04 作者: 聰明 時(shí)間: 2025-3-28 12:48
Mobarakol Islam,Zeju Li,Ben Glocker with other pathogens. Economically important phytonematodes such as root-knot (. spp.), potato cyst (. and .), wheat seed gall (.), cereal cyst (.), pigeon pea cyst (.), reniform (.), foliar (. in tuberose, . in chrysanthemum), rice stem (.), white tip (.), rice root-knot (.), rice root (. spp.), r作者: lesion 時(shí)間: 2025-3-28 17:55
Johanna P. Müller,Matthew Baugh,Jeremy Tan,Mischa Dombrowski,Bernhard Kainzecial Program Panel on Global Transport Mechanisms in the Geo-Sciences of the NATO Scientific Affairs Division agreed to sponsor the ASI and an organizing committee was formed. The committee comprised the co- directors, Professor David S. Bowles (U.S.A.) and Professor P. Enda O‘Connell (U.K.), and P作者: sed-rate 時(shí)間: 2025-3-28 22:39 作者: 高原 時(shí)間: 2025-3-29 01:35
,RR-CP: Reliable-Region-Based Conformal Prediction for?Trustworthy Medical Image Classification,tion set size an important measure only when the low error rate is achieved. Experiments on five public datasets show that our RR-CP performs well: with a reasonably small-sized prediction set, it achieves the user-specified low error rate significantly more frequently than exiting CP methods.作者: reception 時(shí)間: 2025-3-29 06:14 作者: Adenocarcinoma 時(shí)間: 2025-3-29 07:27 作者: 供過于求 時(shí)間: 2025-3-29 15:08
,Uncertainty Estimation and?Propagation in?Accelerated MRI Reconstruction,elines. We furthermore demonstrate how uncertainties arising in the MR reconstruction can be propagated to a downstream segmentation task, and show that PHiRec also allows well-calibrated estimation of segmentation uncertainties that originated in the MR reconstruction process.作者: 物質(zhì) 時(shí)間: 2025-3-29 18:03 作者: nocturnal 時(shí)間: 2025-3-29 21:36 作者: Guaff豪情痛飲 時(shí)間: 2025-3-30 01:06
,On the?Use of?Mahalanobis Distance for?Out-of-distribution Detection with?Neural Networks for?Medicdifferent depths of the network can enhance the robustness for detecting different OOD patterns. These insights were validated on real-world OOD tasks, training models on CheXpert chest X-rays with no support devices, then using scans with unseen pacemakers (we manually labelled 50% of CheXpert for 作者: essential-fats 時(shí)間: 2025-3-30 06:14 作者: 謙虛的人 時(shí)間: 2025-3-30 10:28 作者: placebo-effect 時(shí)間: 2025-3-30 15:55
,Uncertainty Estimation in?Liver Tumor Segmentation Using the?Posterior Bootstrap,sterior bootstrap method provides improvement on uncertainty estimation with equivalent segmentation performance. The proposed method is easy to implement, compatible with any deep learning-based image segmentation pipeline, and doesn’t require additional hyper-parameter tuning, enabling it to total作者: 征稅 時(shí)間: 2025-3-30 19:45 作者: 混合 時(shí)間: 2025-3-30 23:18
https://doi.org/10.1007/978-3-031-44336-7Uncertainty modelling; Machine learning; Medical Imaging; Uncertainty calibration; artificial intelligen作者: 有惡臭 時(shí)間: 2025-3-31 04:38
978-3-031-44335-0The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl作者: 發(fā)展 時(shí)間: 2025-3-31 05:21
Uncertainty for Safe Utilization of Machine Learning in Medical Imaging978-3-031-44336-7Series ISSN 0302-9743 Series E-ISSN 1611-3349 作者: CLAP 時(shí)間: 2025-3-31 10:00 作者: Obligatory 時(shí)間: 2025-3-31 14:56
,Numerical Uncertainty of?Convolutional Neural Networks Inference for?Structural Brain MRI Analysis,-linear registration: 19 vs 13 significant bits on average; whole-brain segmentation: 0.99 vs 0.92 S?rensen-Dice score on average), which suggests a better reproducibility of CNN results across execution environments.作者: 拉開這車床 時(shí)間: 2025-3-31 18:50
Dimensionality Reduction for Improving Out-of-Distribution Detection in Medical Image Segmentation,leneck features with principal component analysis, images the model failed on were detected with high performance and minimal computational load. Specifically, the proposed technique achieved 92% area under the receiver operating characteristic curve and 94% area under the precision-recall curve and can run in seconds on a central processing unit.作者: Sciatica 時(shí)間: 2025-4-1 00:37
Conference proceedings 2023publication.?The accepted papers cover the fields of uncertainty estimation and modeling, as well as out of distribution management, domain shift robustness, Bayesian deep learning and uncertainty calibration..作者: Hyaluronic-Acid 時(shí)間: 2025-4-1 05:19 作者: 難理解 時(shí)間: 2025-4-1 06:58
0302-9743 g, UNSURE 2023, held in conjunction with MICCAI 2023 in Vancouver, Canada, in October 2023.?.For this workshop, 21 papers from 32 submissions were accepted for publication.?The accepted papers cover the fields of uncertainty estimation and modeling, as well as out of distribution management, domain 作者: 蘆筍 時(shí)間: 2025-4-1 11:06
,Propagation and?Attribution of?Uncertainty in?Medical Imaging Pipelines,tic resonance (MR) images and subsequently predicts quantitative information from the images, such as the brain volume, or knee side or patient’s sex. We quantitatively show that the propagated uncertainty is correlated with input uncertainty and compare the proportions of contributions of pipeline stages to the joint uncertainty measure.作者: Defraud 時(shí)間: 2025-4-1 15:14
