keyword
https://read.qxmd.com/read/38663411/inter-scanner-super-resolution-of-3d-cine-mri-using-a-transfer-learning-network-for-mrgrt
#21
JOURNAL ARTICLE
Younghun Yoon, Jaehee Chun, Kendall Kiser, Shanti Marasini, Austen Nathaniel Curcuru, H Michael Gach, Jin Sung Kim, Taeho Kim
Deep-learning networks for super-resolution (SR) reconstruction enhance the spatial-resolution of 3D magnetic resonance imaging (MRI) for MR-guided radiotherapy (MRgRT). However, variations between MRI scanners and patients impact the quality of SR for real-time 3D low-resolution (LR) cine MRI. In this study, we present a personalized super-resolution (psSR) network that incorporates transfer-learning to overcome the challenges in inter-scanner SR of 3D cine MRI.
Approach: Development of the proposed psSR network comprises two-stages: 1) a cohort-specific SR (csSR) network using clinical patient datasets, and 2) a psSR network using transfer-learning to target datasets...
April 25, 2024: Physics in Medicine and Biology
https://read.qxmd.com/read/38662768/an-extensive-review-on-lung-cancer-therapeutics-using-machine-learning-techniques-state-of-the-art-and-perspectives
#22
REVIEW
Shaban Ahmad, Khalid Raza
Lung cancer starts when lung cells grow uncontrollably, forming tumours that make breathing difficult. There are more than 100 types of human cancer, and in most cases, it is untreatable due to the unavailability of medico-infrastructure and facilities, even though the USFDA approved 57 anticancer drugs in 2020 alone. WHO reported more than 10 million cancer-related deaths yearly, and lung cancer alone accounts for more than 1.80 million deaths and a few studies suggest lung cancer incidence and deaths may surpass 3...
April 25, 2024: Journal of Drug Targeting
https://read.qxmd.com/read/38662208/deep-learning-accelerated-t2wi-image-quality-efficiency-and-staging-performance-against-blade-t2wi-for-gastric-cancer
#23
JOURNAL ARTICLE
Qiong Li, Wei-Yue Xu, Na-Na Sun, Qiu-Xia Feng, Ya-Jun Hou, Zi-Tong Sang, Zhen-Ning Zhu, Yi-Cheng Hsu, Dominik Nickel, Hao Xu, Yu-Dong Zhang, Xi-Sheng Liu
PURPOSE: The purpose of our study is to investigate image quality, efficiency, and diagnostic performance of a deep learning-accelerated single-shot breath-hold (DLSB) against BLADE for T2 -weighted MR imaging (T2 WI) for gastric cancer (GC). METHODS: 112 patients with GCs undergoing gastric MRI were prospectively enrolled between Aug 2022 and Dec 2022. Axial DLSB-T2 WI and BLADE-T2 WI of stomach were scanned with same spatial resolution. Three radiologists independently evaluated the image qualities using a 5-scale Likert scales (IQS) in terms of lesion delineation, gastric wall boundary conspicuity, and overall image quality...
April 25, 2024: Abdominal Radiology
https://read.qxmd.com/read/38660233/cardiorespiratory-db-collection-of-cardiorespiratory-data-acquired-during-normal-breathing-deep-breathing-and-breath-holding
#24
JOURNAL ARTICLE
Agnese Sbrollini, Ilaria Marcantoni, Tamara Lunghi, Micaela Morettini, Laura Burattini
The database is constituted by 50 datasets containing cardiorespiratory signals acquired from 50 healthy volunteer subjects (one dataset for each subject; 23 males and 27 females; age: 23±5 years) while performing normal breathing, deep breathing, and breath holding, and two spreadsheet files, namely the "SubjectsInfo.xlsx" and "DBInfo.xlsx" containing the metadata of subjects (including demographic data) and of acquired signals, respectively. Cardiorespiratory signals consisted in simultaneously recorded 12-lead electrocardiograms acquired by the clinical M12 Global InstrumentationⓇ digital Holter ECG recorder, and single-lead electrocardiograms and respiration signals acquired by the wearable chest strap BioHarness 3...
June 2024: Data in Brief
https://read.qxmd.com/read/38650444/accelerated-free-breathing-liver-fat-and-r-2-quantification-using-multi-echo-stack-of-radial-mri-with-motion-resolved-multidimensional-regularized-reconstruction-initial-retrospective-evaluation
#25
JOURNAL ARTICLE
Xiaodong Zhong, Marcel D Nickel, Stephan A R Kannengiesser, Brian M Dale, Fei Han, Chang Gao, Shu-Fu Shih, Qing Dai, Omar Curiel, Tsu-Chin Tsao, Holden H Wu, Vibhas Deshpande
PURPOSE: To improve image quality, mitigate quantification biases and variations for free-breathing liver proton density fat fraction (PDFF) and <mml:math xmlns:mml="https://www.w3.org/1998/Math/MathML"> <mml:semantics> <mml:mrow><mml:msubsup><mml:mi>R</mml:mi> <mml:mn>2</mml:mn> <mml:mo>*</mml:mo></mml:msubsup> </mml:mrow> <mml:annotation>$$ {\mathrm{R}}_2^{\ast } $$</mml:annotation></mml:semantics> </mml:math> quantification accelerated by radial k-space undersampling...
April 22, 2024: Magnetic Resonance in Medicine
https://read.qxmd.com/read/38648776/feasibility-of-a-portable-respiratory-training-system-with-a-gyroscope-sensor
#26
JOURNAL ARTICLE
Yuya Nitta, Yoshihiro Ueda, Shingo Ohira, Masaru Isono, Asako Hirose, Shoki Inui, Seiya Murata, Hikari Minami, Tomohiro Sagawa, Yukari Nagayasu, Masayoshi Miyazaki, Koji Konishi
OBJECTIVES: A portable respiratory training system with a gyroscope sensor (GRTS) was developed and the feasibility of respiratory training was evaluated. METHODS: Simulated respiratory waveforms from a respiratory motion phantom and actual respirator waveforms from volunteers were acquired using the GRTS and Respiratory Gating for Scanners system (RGSC). Respiratory training was evaluated by comparing the stability and reproducibility of respiratory waveforms from patients undergoing liver stereotactic body radiation therapy, with and without the GRTS...
April 22, 2024: British Journal of Radiology
https://read.qxmd.com/read/38648279/optimal-inhalation-profile-of-pressurized-metered-dry-powder-inhaler-using-a-valved-holding-chamber-a-dynamic-analysis
#27
JOURNAL ARTICLE
Tetsuri Kondo, Toshimori Tanigaki, Makoto Hibino, Shigeto Horiuchi, Kazunari Maeda, Shunichi Tobe, Riko Kamada, Shigehiro Watanabe
Background : The combined use of a pressurized metered-dose inhaler and valved holding chamber (pMDI+VHC) is recommended to improve efficiency and safety; however, aerosol release is likely to vary with the inhalation maneuver. This in vitro study investigated the aerodynamic characteristics and aerosol release features of pMDI+VHC (Aerochamber, Trudell Medical International). Methods : The static and dynamic changes in the airway resistance ( R aw ) during inhalation (withdrawal) through pMDI+VHC were measured...
April 22, 2024: Journal of Aerosol Medicine and Pulmonary Drug Delivery
https://read.qxmd.com/read/38646196/pulmonary-function-testing-dataset-of-pressure-and-flow-dynamic-circumference-heart-rate-and-aeration-monitoring
#28
JOURNAL ARTICLE
Ella F S Guy, Isaac L Flett, Jaimey A Clifton, Trudy Calje-van der Klei, Rongqing Chen, Jennifer L Knopp, Knut Möller, J Geoffrey Chase
Respiratory data was collected from 20 subjects, with an even sex distribution, in the low-risk clinical unit at the University of Canterbury. Ethical consent for this trial was granted by the University of Canterbury Human Research Ethics Committee (Ref: HREC 2023/30/LR-PS). Respiratory data were collected, for each subject, over three tests consisting of: 1) increasing set PEEP from a starting point of ZEEP using a CPAP machine; 2) test 1 repeated with two simulated apnoea's (breath holds) at each set PEEP; and 3) three forced expiratory manoeuvres at ZEEP...
June 2024: Data in Brief
https://read.qxmd.com/read/38645641/apneustic-anesthesia-ventilation-improves-pulmonary-function-in-anesthetized-bottlenose-dolphins-tursiops-truncatus
#29
JOURNAL ARTICLE
Carolina R Le-Bert, Alex Bukoski, John Downs, David S Hodgson, Lori Thombs, Sam H Ridgway, James Bailey
INTRODUCTION: Use of mechanical ventilation during general anesthesia is a necessary practice in the anesthetization of small cetaceans as spontaneous ventilation fails to provide adequate gas exchange. Currently available methods of ventilation do not account for the intermittent breathing strategy of representative species within this infraorder of fully aquatic mammals and may have a significant effect on cardiac and respiratory physiology. METHODS: To understand the impact of mechanical ventilation on cardiopulmonary function in one small species of cetacean, the bottlenose dolphin ( Tursiops truncatus ), we compared controlled mechanical ventilation (CMV) to a novel ventilation method known as apneustic anesthesia ventilation (AAV)...
2024: Frontiers in Veterinary Science
https://read.qxmd.com/read/38641827/computer-aided-cognitive-training-combined-with-tdcs-can-improve-post-stroke-cognitive-impairment-and-cerebral-vasomotor-function-a-randomized-controlled-trial
#30
RANDOMIZED CONTROLLED TRIAL
Yin Chen, Ziqi Zhao, Jiapeng Huang, Tingting Wang, Yun Qu
BACKGROUND: Post-stroke cognitive impairment (PSCI) is the focus and difficulty of poststroke rehabilitation intervention with an incidence of up to 61%, which may be related to the deterioration of cerebrovascular function. Computer-aided cognitive training (CACT) can improve cognitive function through scientific training targeting activated brain regions, becoming a popular training method in recent years. Transcranial direct current stimulation (tDCS), a non-invasive brain stimulation technique, can regulate the cerebral vascular nerve function, and has an effect on the rehabilitation of cognitive dysfunction after stroke...
April 19, 2024: BMC Neurology
https://read.qxmd.com/read/38633071/observation-of-blood-motion-in-the-internal-jugular-vein-by-contact-and-contactless-photoplethysmography-during-physiological-testing-case-studies
#31
JOURNAL ARTICLE
Gennadi Saiko, Timothy Burton, Yasuyuki Kakihana, Kosaku Hatanaka, Ohtonari Takahito, Alexandre Douplik
Central venous pressure is an estimate of right atrial pressure and is often used to assess hemodynamic status. However, since it is measured invasively, non-invasive alternatives would be of great utility. The aim of this preliminary study was a) to investigate whether photoplethysmography (PPG) can be used to characterize venous system fluid motion and b) to find the model for venous blood volume modulations. For this purpose, we monitored the internal jugular veins using contact (cPPG) and video PPG during clinically validated physiological tests: abdominojugular test (AJT) and breath holding (BH)...
April 1, 2024: Biomedical Optics Express
https://read.qxmd.com/read/38623989/patterns-of-quality-assurance-and-treatment-planning-for-stereotactic-body-radiation-therapy-in-india-a-survey
#32
JOURNAL ARTICLE
Smriti Sharma, Ritu Raj Upreti, Rajesh A Kinhikar, G Sahani, P K Dash Sharma
AIM: The use of stereotactic body radiation therapy (SBRT) is an increasing trend in the country. The aim of this study is to gain knowledge on patterns of quality assurance (QA) and treatment planning (TP) aspects with respect to SBRT. MATERIALS AND METHODS: A questionnaire with multiple choice was designed to determine practices of SBRT covering areas such as years of experience, type of linear accelerator, tumor-motion strategies, calculation algorithm used in the TP system (TPS), the protocol used for small field dosimetry, the detector used for small field dosimetry and QA, respiratory management during delivery...
April 6, 2024: Journal of Cancer Research and Therapeutics
https://read.qxmd.com/read/38623966/intra-fractional-dose-rate-effect-in-continuous-and-interrupted-irradiation-of-the-mcf-7-cell-line-possible-radiobiological-implications-for-breath-hold-techniques-in-breast-radiotherapy
#33
JOURNAL ARTICLE
Mohammad Amin Mosleh-Shirazi, Somayeh Kazempour, Reza Fardid, Sedigheh Sharifzadeh, Sareh Karbasi
PURPOSE: To investigate the effects of different dose rates (DRs) in continuous and interrupted irradiation on in-vitro survival of the MCF-7 cell line, towards finding possible radiobiological effects of breath-hold techniques in breast radiotherapy (RT), in which intra-fractional beam interruptions and delivery prolongation can occur. MATERIALS AND METHODS: MCF-7 cells were irradiated continuously or with regular interruptions using 6 MV x-rays at different accelerator DRs (50-400 cGy/min) to deliver a 2 Gy dose...
April 6, 2024: Journal of Cancer Research and Therapeutics
https://read.qxmd.com/read/38623813/eliciting-the-views-of-left-breast-cancer-patients-receiving-deep-inspiration-breath-hold-radiation-therapy-to-inform-the-design-of-multimedia-education-and-improve-patient-centred-care-for-prospective-patients
#34
JOURNAL ARTICLE
Kathleene Dower, Georgia K B Halkett, Haryana Dhillon, Diana Naehrig, Moira O'Connor
INTRODUCTION: The currently accepted best practice radiation treatment for left breast cancer patients is Deep Inspiration Breath Hold (DIBH) where patients hold a deep breath to reduce late cardiac and pulmonary effects from treatment. DIBH can be challenging and induce or exacerbate anxiety in patients due to the perceived pressure to reduce radiation treatment side effects. This study explored the experiences of patients treated with Deep Inspiration Breath Hold Radiation Therapy (DIBH-RT) to improve patient-centred care and inform the design of multimedia educational tools for future patients undergoing DIBH...
April 16, 2024: Journal of Medical Radiation Sciences
https://read.qxmd.com/read/38617869/advanced-abdominal-mri-techniques-and-problem-solving-strategies
#35
REVIEW
Yoonhee Lee, Sungjin Yoon, So Hyun Park, Marcel Dominik Nickel
MRI plays an important role in abdominal imaging because of its ability to detect and characterize focal lesions. However, MRI examinations have several challenges, such as comparatively long scan times and motion management through breath-holding maneuvers. Techniques for reducing scan time with acceptable image quality, such as parallel imaging, compressed sensing, and cutting-edge deep learning techniques, have been developed to enable problem-solving strategies. Additionally, free-breathing techniques for dynamic contrast-enhanced imaging, such as extra-dimensional-volumetric interpolated breath-hold examination, golden-angle radial sparse parallel, and liver acceleration volume acquisition Star, can help patients with severe dyspnea or those under sedation to undergo abdominal MRI...
March 2024: J Korean Soc Radiol
https://read.qxmd.com/read/38617145/accelerated-four-dimensional-free-breathing-whole-liver-water-fat-magnetic-resonance-imaging-with-deep-dictionary-learning-and-chemical-shift-modeling
#36
JOURNAL ARTICLE
Shuo Li, Zhijun Wang, Zekang Ding, Huajun She, Yiping P Du
BACKGROUND: Multi-echo chemical-shift-encoded magnetic resonance imaging (MRI) has been widely used for fat quantification and fat suppression in clinical liver examinations. Clinical liver water-fat imaging typically requires breath-hold acquisitions, with the free-breathing acquisition method being more desirable for patient comfort. However, the acquisition for free-breathing imaging could take up to several minutes. The purpose of this study is to accelerate four-dimensional free-breathing whole-liver water-fat MRI by jointly using high-dimensional deep dictionary learning and model-guided (MG) reconstruction...
April 3, 2024: Quantitative Imaging in Medicine and Surgery
https://read.qxmd.com/read/38615358/arterial-gas-embolism-in-breath-hold-diver
#37
JOURNAL ARTICLE
Ryan A Gall, Rahman R Rahimi
An arterial gas embolism (AGE) is a potentially fatal complication of scuba diving that is related to insufficient exhalation during ascent. During breath-hold diving, an arterial gas embolism is unlikely because the volume of gas in the lungs generally cannot exceed the volume at the beginning of the dive. However, if a diver breathes from a gas source at any time during the dive, they are at risk for an AGE or other pulmonary overinflation syndromes (POIS). In this case report, a breath-hold diver suffered a suspected AGE due to rapidly ascending without exhalation following breathing from an air pocket at approximately 40 feet...
2024: Undersea & Hyperbaric Medicine: Journal of the Undersea and Hyperbaric Medical Society, Inc
https://read.qxmd.com/read/38615357/physical-and-physiological-predictors-determining-the-maximal-static-apnea-diving-time-of-male-freedivers
#38
JOURNAL ARTICLE
Dai-Woo Lee, Hongwei Yang, Jeong-Sun Ju
This study aimed to investigate what factors determine freedivers' maximal static apnea dive time. We correlated some physical/physiological factors with male freedivers' maximum apnea diving duration. Thirty-six experienced male freedivers participated in this study. The divers participated in two days of the experiments. On the first day, apnea diving time, blood oxygen saturation (SpO2 ), heart rate (HR), blood pressure (BP), stress index, and blood parameters were measured before, during, and after the apnea diving in the pool...
2024: Undersea & Hyperbaric Medicine: Journal of the Undersea and Hyperbaric Medical Society, Inc
https://read.qxmd.com/read/38615355/relation-between-resting-spleen-volume-and-apnea-induced-increases-in-hemoglobin-mass
#39
JOURNAL ARTICLE
Jason M Keeler, Hayden W Hess, Erica Tourula, Robert F Chapman, Blair D Johnson, Zachary J Schlader
INTRODUCTION: Indigenous populations renowned for apneic diving have comparatively large spleen volumes. It has been proposed that a larger spleen translates to heightened apnea-induced splenic contraction and elevations in circulating hemoglobin mass (Hbmass ), which, in theory, improves O2 carrying and/or CO2 /pH buffering capacities. However, the relation between resting spleen volume and apnea- induced increases in Hbmass is unknown. Therefore, we tested the hypothesis that resting spleen volume is positively related to apnea-induced increases in total Hbmass ...
2024: Undersea & Hyperbaric Medicine: Journal of the Undersea and Hyperbaric Medical Society, Inc
https://read.qxmd.com/read/38614384/exhaled-volatolomics-profiling-facilitates-personalized-screening-for-gastric-cancer
#40
JOURNAL ARTICLE
Jian Chen, Yongyan Ji, Yongqian Liu, Zhengnan Cen, Yuanwen Chen, Yixuan Zhang, Xiaowen Li, Xiang Li
Gastric cancer (GC) is one of the most fatal cancers, characterized by non-specific early symptoms and difficulty in detection. However, there are no valid non-invasive screening tools available for GC. Here we establish a non-invasive method that employs exhaled volatolomics and ensemble learning to detect GC. We developed a comprehensive mass spectrometry-based procedure and determined of a wide range of volatolomics from 314 breath samples. The discovery, identification and verification research screened a biomarker panel to distinguish GC from controls...
April 11, 2024: Cancer Letters
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