bluuebunny/crossref_metadata_2025_split huggingface dataset:
Assessing the Productivity and Economic Sustainability of Banana Cultivation under Diverse Colored Plastic Mulches in Western Maharashtra Region of India
Authors: Paradkar Vinayak , Firake N. N. , Gorantiwar S. D. , Singh Awani Kumar 
Published: October 2023

Aims: Banana is a heavy feeder of the nutrients. It is therefore, essential to study the crop with respect to color plastic mulches and irrigation scheduling. In this study, the effect of various colored plastic mulches on the growth and quality parameters of banana crop along with its economic feasibility was assessed.
Study Design: This experiment followed a Complete Randomized Block Design (CRBD) with nine treatments (T1 to T9), each with three replications.
Place and Duration of Study: This study was carried out at Mahatma Phule Krishi Vidyapeeth, Rahuri, Maharashtra for the period of one year (crop cycle of banana).
Methodology: Different color plastic mulches in combination with varying irrigation schedule were evaluated for growth and yield of banana crop. Various growth parameters of banana crop, yield, micrometeorological parameters, water use efficiency and cost economics of banana production were evaluated for the different treatments.
Results: The highest banana yield recorded was 84.45 tons per hectare, and this was achieved using silver-black plastic mulch in conjunction with daily drip irrigation set at 48% of the Pan Evaporation (Ep) rate, referred to as treatment T3. Treatment T3 led to 37% increase in banana yield compared to surface irrigation with 1.00 Irrigation Water to Cumulative Pan Evaporation (IW/CPE) ratio (treatment T9). The seasonal water requirement for banana cultivation with treatment T3 amounted to 1015 mm, resulting in an impressive water use efficiency of 83.18 kg ha-1 mm-1. Normalized Difference Vegetation Index (NDVI) values exhibited a range from 0.3895 during the initial growth stage of the banana to 0.8918 at the peak growth stage.
Conclusion: From an economic perspective, the utilization of silver-black plastic mulch emerged as the best choice among all treatments, boasting the highest benefit to cost ratio of 2.34 and yielding the maximum net income of ₹ 3, 86,286 per hectare.
Generation of a Melanoma and Nevus Data Set From Unstandardized Clinical Photographs on the Internet
Authors: Cho Soo Ick , Navarrete-Dechent Cristian , Daneshjou Roxana , Cho Hye Soo , Chang Sung Eun , Kim Seong Hwan , Na Jung-Im , Han Seung Seog 
Published: October 2023

ImportanceArtificial intelligence (AI) training for diagnosing dermatologic images requires large amounts of clean data. Dermatologic images have different compositions, and many are inaccessible due to privacy concerns, which hinder the development of AI.ObjectiveTo build a training data set for discriminative and generative AI from unstandardized internet images of melanoma and nevus.Design, Setting, and ParticipantsIn this diagnostic study, a total of 5619 (CAN5600 data set) and 2006 (CAN2000 data set; a manually revised subset of CAN5600) cropped lesion images of either melanoma or nevus were semiautomatically annotated from approximately 500 000 photographs on the internet using convolutional neural networks (CNNs), region-based CNNs, and large mask inpainting. For unsupervised pretraining, 132 673 possible lesions (LESION130k data set) were also created with diversity by collecting images from 18 482 websites in approximately 80 countries. A total of 5000 synthetic images (GAN5000 data set) were generated using the generative adversarial network (StyleGAN2-ADA; training, CAN2000 data set; pretraining, LESION130k data set).Main Outcomes and MeasuresThe area under the receiver operating characteristic curve (AUROC) for determining malignant neoplasms was analyzed. In each test, 1 of the 7 preexisting public data sets (total of 2312 images; including Edinburgh, an SNU subset, Asan test, Waterloo, 7-point criteria evaluation, PAD-UFES-20, and MED-NODE) was used as the test data set. Subsequently, a comparative study was conducted between the performance of the EfficientNet Lite0 CNN on the proposed data set and that trained on the remaining 6 preexisting data sets.ResultsThe EfficientNet Lite0 CNN trained on the annotated or synthetic images achieved higher or equivalent mean (SD) AUROCs to the EfficientNet Lite0 trained using the pathologically confirmed public data sets, including CAN5600 (0.874 [0.042]; P = .02), CAN2000 (0.848 [0.027]; P = .08), and GAN5000 (0.838 [0.040]; P = .31 [Wilcoxon signed rank test]) and the preexisting data sets combined (0.809 [0.063]) by the benefits of increased size of the training data set.Conclusions and RelevanceThe synthetic data set in this diagnostic study was created using various AI technologies from internet images. A neural network trained on the created data set (CAN5600) performed better than the same network trained on preexisting data sets combined. Both the annotated (CAN5600 and LESION130k) and synthetic (GAN5000) data sets could be shared for AI training and consensus between physicians.
Prophylactic Salpingo-Oophorectomy and Survival After BRCA1/2 Breast Cancer Resection
Authors: Martelli Gabriele , Barretta Francesco , Vernieri Claudio , Folli Secondo , Pruneri Giancarlo , Segattini Silvia , Trapani Anna , Carolla Claudia , Spatti Gianbattista , Miceli Rosalba , Ferraris Cristina 
Published: October 2023

ImportanceFew studies have investigated whether prophylactic salpingo-oophorectomy (PSO) for patients with previously resected breast cancer who carry pathogenic germline BRCA1 or BRCA2 variants is associated with a reduced risk of cancer-specific death.ObjectiveTo assess the association of PSO and prophylactic mastectomy (PM) with prognosis after quadrantectomy or mastectomy as primary treatment for patients with BRCA1 or BRCA2 breast cancer.Design, Setting, and ParticipantsThis retrospective cohort study was performed in a single-institution, tertiary referral center. Consecutive patients with invasive breast cancer treated surgically between 1972 and 2019 were recruited and followed up prospectively after they were found to carry the BRCA1 or BRCA2 gene variant. The data analysis was performed between April 2022 and July 2023.ExposureFollowing breast surgery, some patients underwent PSO, PM, or both, whereas others did not.Main Outcomes and MeasuresThe primary study end point was overall survival as measured by the Kaplan-Meier method. Secondary end points were crude cumulative incidence of breast cancer–specific mortality, ipsilateral breast tumor recurrence (IBTR), contralateral breast cancer, ovarian cancer, and ovarian cancer–specific mortality.ResultsOf 480 patients included in the cohort (median age at initial surgery, 40.0 years; IQR, 34.0-46.0 years), PSO was associated with a significantly reduced risk of death (hazard ratio [HR], 0.40; 95% CI, 0.25-0.64; P &amp;lt; .001). This reduction was most evident for patients carrying the BRCA1 variant (HR, 0.35; 95% CI, 0.20-0.63; P = .001), those with triple-negative disease (HR, 0.21; 95% CI, 0.09-0.46; P = .002), and those with invasive ductal carcinoma (HR, 0.51; 95% CI, 0.31-0.84; P = .008). Prophylactic salpingo-oophorectomy was not associated with risk of contralateral breast cancer or IBTR. Initial or delayed PM was associated with a reduced risk of IBTR but not with overall survival or breast cancer–specific mortality.ConclusionsThe study findings suggest that PSO should be offered to all patients with BRCA1/2 breast cancer who undergo surgery with curative intent to reduce risk of death. In particular, PSO should be offered to patients with the BRCA1 variant at the time of breast surgery.
Markerless dynamic tumor tracking (MDTT) radiotherapy using diaphragm as a surrogate for liver targets
Authors: Rostamzadeh Maryam , Thomas Steven , Camborde Marie‐Laure , Karan Tania , Liu Mitchell , Ma Roy , Mestrovic Ante , Gill Bradford , Tai Isaac , Bergman Alanah 
Published: October 2023

AbstractPurposeTo assess the feasibility of using the diaphragm as a surrogate for liver targets during MDTT.MethodsDiaphragm as surrogate for markers: a dome‐shaped phantom with implanted markers was fabricated and underwent dual‐orthogonal fluoroscopy sequences on the Vero4DRT linac. Ten patients participated in an IRB‐approved, feasibility study to assess the MDTT workflow. All images were analyzed using an in‐house program to back‐project the diaphragm/markers position to the isocenter plane. ExacTrac imager log files were analyzed. Diaphragm as tracking structure for MDTT: The phantom “diaphragm” was contoured as a markerless tracking structure (MTS) and exported to Vero4DRT/ExacTrac. A single field plan was delivered to the phantom film plane under static and MDTT conditions. In the patient study, the diaphragm tracking structure was contoured on CT breath‐hold‐exhale datasets. The MDTT workflow was applied until just prior to MV beam‐on.ResultsDiaphragm as surrogate for markers: phantom data confirmed the in‐house 3D back‐projection program was functioning as intended. In patients, the diaphragm/marker relative positions had a mean ± RMS difference of 0.70 ± 0.89, 1.08 ± 1.26, and 0.96 ± 1.06 mm in ML, SI, and AP directions. Diaphragm as tracking structure for MDTT: Building a respiratory‐correlation model using the diaphragm as surrogate for the implanted markers was successful in phantom/patients. During the tracking verification imaging step, the phantom mean ± SD difference between the image‐detected and predicted “diaphragm” position was 0.52 ± 0.18 mm. The 2D film gamma (2%/2 mm) comparison (static to MDTT deliveries) was 98.2%. In patients, the mean difference between the image‐detected and predicted diaphragm position was 2.02 ± 0.92 mm. The planning target margin contribution from MDTT diaphragm tracking is 2.2, 5.0, and 4.7 mm in the ML, SI, and AP directions.ConclusionIn phantom/patients, the diaphragm motion correlated well with markers’ motion and could be used as a surrogate. MDTT workflows using the diaphragm as the MTS is feasible using the Vero4DRT linac and could replace the need for implanted markers for liver radiotherapy.
Trade‐Off Between Efficiency and Stability of CsPbBr3 Perovskite Quantum Dot‐Based Light‐Emitting Diodes by Optimized Passivation Ligands for Br/Pb
Authors: Li Mingyang , Wang Jindi , Yao Jisong , Wang Shalong , Xu Leimeng , Song Jizhong 
Published: October 2023

AbstractAlthough significant progress has been made in improving the external quantum efficiencies (EQEs) of perovskite quantum dot (QD) light‐emitting diodes (QLEDs), understanding the degradation mechanism and enhancing stability remain a challenge. Herein, increasing the content of Br‐based passivation ligands is shown to enhance the EQE up to 16.1% by reducing the defects of CsPbBr3 QDs in a Br‐rich environment. However, the operational lifetimes of perovskite QLEDs gradually decrease with the increase of halide content, owing to the intensified ion migration under continuous electric field confirmed by the current behavior of QLEDs and time‐of‐flight secondary‐ion mass spectrometry. Furthermore, a thorough analysis of the relationship between electricity and luminance of QLEDs suggests that a small amount of residue oleic acid ligands could weaken ion migration. Accordingly, a halide‐ and acid‐hybrid (HAH) co‐passivation strategy is proposed to optimize the content of Br‐ and acid‐based ligands, and achieve a maximum EQE of 18.6% and an operational lifetime (T50, extrapolated) of 213 h for CsPbBr3 QLEDs. This approach for passivating QDs combines the high efficiency of Br‐based ligands with the improved stability of acid‐based ligands. The study elucidates the correlation between ligands and device performance, highlighting the significance of two or even multiple ligands for efficient and stable perovskite QLEDs.
Femtosecond‐Laser‐Direct‐Writing Micro‐Scale Soft Actuators with Controllable Shape Morphing
Authors: Wang Yong , Li Yunlong , Geng Jiao , Hu Zhiming , Liu Fengjiang , Shi Liping , Lv Jiu‐an , Qiu Min 
Published: October 2023

AbstractMicro‐scale soft actuators with controllable shape‐morphing are the focus of advanced technological fields, ranging from advancing sensing, industrial robotics, and digital manufacturing to medical devices. Particularly, there is a growing interest in the scientific community to leverage liquid crystal polymers (LCPs) to fabricate such soft actuators, because LCPs can offer reversible, programmable deformations under external stimuli. However, pattern micromachining of LCPs into micro‐scale remains a daunting challenge. Herein, a femtosecond laser direct writing (FsLDW) method for cross‐linked LCP (CLCP) microstructure construction is reported that enables arbitrary pattern machining with a minimum size of 40 µm and average heat‐affected zone (HAZ) below 8 µm through optimization of processing parameters. Light‐driven behaviors of CLCP microstructures are systematically characterized through analyzing the effects of film thickness, length‐width ratio, light irradiation time, incident angle, light intensity, and cutting direction on bending and twisting behaviors. Finally, a light‐driven micromirror system is demonstrated, which can achieve not only a controllable swing but also a rotation of the mirror surface with a maximum scanning frequency of ≈2 Hz.
Ultrasonic‐Assisted Freeze‐Drying for Polyimide/Carboxylated MWCNTs Aerogel Sensor with Excellent Aging Sensing Performance
Authors: Liu Jinming , Weng Ling , Zhang Xiaorui , Wu Zijian 
Published: October 2023

AbstractAlong with the rapid development of science and technology, the new demand for flexible strain sensors have been put forward in the field of aerospace and other sophisticated exploration areas. Meanwhile, the high temperature generated during the launch of the aerospace aircraft presents new challenges. The existing high temperature resistant sensors are limited in further development by their inherent defects (stability, high processing costs, etc.). A flexible strain sensor with high‐temperature sensing capability is urgently needed. Therefore, the composite polyimide aerogel flexible strain sensor is prepared by ultrasonic‐assisted freeze‐drying method and thermal imidization. Characterizing the structure and sensing performance of the polyimide/carboxylated MWCNTs (PI/CNTs) composite aerogel, the tunneling effect is innovatively introduced to theoretically calculate the parameters in the sensing path. The prepared composite sensor has a high sensitivity (5.34), a fast response time (187 ms), and long‐term cycling stability (1000 cycles). The composite aerogel sensor, which has undergone high temperature aging, still has good sensing performance. It can be used for sensing under extreme conditions, for example, the peripheral electronic devices of aerial probes are used to sense and detect external deformation or withstand pressure conditions.
Recent Advance in Stretchable Self‐Powered Piezoelectric Sensors: Trends, Challenges, and Solutions
Authors: Huang Xin , Zhang Xinxing 
Published: October 2023

AbstractEmerging piezoelectric technologies have promoted the development of self‐powered sensing systems by addressing the power supply issue of wearable electronics, offering fascinating prospects in Internet of Things. Despite tremendous progress in stretchability, there remain a lot of urgent and unmet needs for stretchable self‐powered piezoelectric sensors toward real‐world applications: (i) lack of practicability due to the low sensitivity in the stretching mode; (ii) self‐healing ability after mechanical damage to enhance device sustainability and durability; (iii) requirements of biocompatibility as electronics attach to human body. In this review, the trends, challenges, and solutions in elastomer‐based stretchable self‐powered piezoelectric sensors, focusing on their material design and fabricating strategy for high sensitivity, self‐healing ability, and biocompatibility is introduced. The structure‐property relationships of these novel strategies and their emerging applications is discussed and highlighted. Finally, the current challenges and perspectives for the development of stretchable self‐powered piezoelectric sensors are presented.
Biaxially Stretchable Active‐Matrix Micro‐LED Display with Liquid Metal Interconnects
Authors: Park Chanju , Kim Junyeong , Lee Heonbang , Lee Junmi , Islam Md Mobaidul , Jeong Hansol , Jang Jin 
Published: October 2023

AbstractA stretchable active‐matrix (AM) display is a next‐generation display that breaks away from displaying limited information on flat and curved screens. However, the implementation of stretchable displays requires much more complex fabrication processes and meticulous efforts compared to traditional flat/curved displays. Here, the biaxially stretchable AM micro‐light emitting diode (LED) display on polydimethylsiloxane (PDMS) with liquid metal (LM) interconnects is reported. The pixel islands consisting of oxide TFTs and micro‐LEDs, which are fabricated on the polyimide (PI) substrate, are formed through green laser cutting and transfer to the PDMS substrate. LM interconnects integrate on the pixel island and PDMS by a lift‐off process. The oxide TFTs and micro‐LEDs comprising the 2T1C (2 TFT + 1 capacitor) pixel circuit on the PI island, along with LM interconnects, demonstrate stable electrical characteristics even under a relaxed state as well as when biaxially stretched up to 24%. For 24% stretching of display pixels with the same ratio of PI island and LM interconnects, the LM interconnects operate at 48% stretching. The combination of pixel island array and LM interconnects successfully demonstrates the implementation of a two‐axis stretchable display capable of displaying characters of “A”, “D”, “R”, and “C” through AM driving.
High and Balanced Bipolar‐Transporting Deep‐Blue HLCT Material for Efficient Monochrome and White OLEDs based on a Simple Phenanthroimidazole‐Dibenzothiophene Derivative
Authors: Lv Jichen , Song Shuping , Li Jie , Peng Ling , Li Yuanzhao , Liu Yuchao , Ma Dongge , Ying Shian , Yan Shouke 
Published: October 2023

AbstractThe irreconcilable contradiction between wide bandgap and charge carriers injection/transport in deep‐blue organic electroluminescence materials is one of the largest bottlenecks restricting the development of organic light‐emitting diodes (OLEDs). Here, a multifunctional deep‐blue hybridized local and charge‐transfer material containing a phenanthroimidazole‐dibenzothiophene derivative that can act as an emitter as well as a host for phosphorescent OLEDs is reported. Owing to its high and balanced bipolar‐transporting ability, remarkable fluorescence efficiency, and suitable triplet energy level, the deep‐blue device with it as a neat emitter provides an external quantum efficiency (EQE) of 6.68%, while yellow and red phosphorescent OLEDs offer the EQEs of 25.35% and 22.19%, respectively. All of them exhibit low‐efficiency roll‐off characteristics. What's more amazing is that the fluorescent/phosphorescent hybrid white OLEDs achieve high power efficiencies and EQEs over 95.9 lm W−1 and 26.8%, and the values are still higher than 77.7 lm W−1 and 25.6% at the high luminance of 1000 cd m−2.
Dual‐Mode Polarization Control with Quasi‐Bound States in the Continuum
Authors: Fagiani Luca , Bolzonello Luca , Osmond Johann , de Ceglia Domenico , van Hulst Niek , Bollani Monica , Vincenti Maria Antonietta 
Published: October 2023

AbstractFull control of light polarization is one of the most sought‐after functionalities in nanophotonics since it allows the replacement of bulky optical components like wave retarders. Here, the study reports the theoretical and experimental demonstration of an ultra‐compact dual‐mode frequency selective polarization controller that leverages the topological features of symmetry protected quasi‐bound states in the continuum (q‐BICs) supported by a silicon‐based nanostructure. Thanks to q‐BIC resonances, arbitrarily polarized incoming light can be converted into linearly polarized light without resorting to the local phase tuning mechanisms that characterize optical metasurfaces. Moreover, the dual‐mode operating regime allows to select the transmitted polarization without modifying the device orientation, therefore overtaking the concept of the wire grid polarizer. The experimental findings show that the proposed meta‐polarizer possesses an extinction ratio of ≈40 dB for two linear cross‐polarization excitations. These results pave the way for a novel class of ultra‐compact devices that can be used to compensate unwanted birefringence in optical fibers or to control polarization in complex media environments.
Enhanced Hole Injection in Blue Quantum‐Dot Light‐emitting Diodes Utilizing Dual Hole Injection Layer of PEDOT:PSS/Ti3C2Tx
Authors: Liang Shanshan , Wang Yunqi , Qi Hui , Wang Shujie , Du Zuliang 
Published: October 2023

AbstractThe low hole injection efficiency severely constrains the operational capability of blue quantum‐dot light‐emitting diodes (QLEDs). Constructing the structure of stepped energy levels is an effective approach to enhance the hole injection efficiency. Here, the dual hole injection structure is fabricated through the introduction of Ti3C2Tx film, in which its function is modulated by controlling the size of Ti3C2Tx nanosheets. Benefitting from a matched Fermi energy of Ti3C2Tx film, the Ti3C2Tx‐modified devices achieve a peak external quantum efficiency (EQE) of 15.89%, exhibiting a 67% increase compared to the reference devices with an EQE of 9.72%. The enhanced EQE can be attributed to the reduced energy barrier between indium tin oxide (ITO) and PEDOT:PSS, resulting from the incorporation of a Ti3C2Tx hole injection layer. In addition, the Ti3C2Tx layer effectively avoids the corrosion of the ITO electrode by acidic PEDOT:PSS, thereby enhancing the electrical stability of the ITO/PEDOT:PSS interface. The results provide a new approach to realize the high‐performance blue QLEDs devices.
Reflective Full‐Color Structural Colors with High Brightness and High Purity Based on Ge2Sb2Se4Te1 Chalcogenide Film
Authors: Duan Zhenzhen , Chen Weijie , He Zexiang , Yang Jian , Wang Dan , Hu Zexiong , Wang Ning , Chen Nan , Bu Yikun 
Published: October 2023

AbstractThis study proposes a general strategy for constructing an asymmetric Fabry–Perot structure based on an ultra‐thin composite absorber, Ni/Ge2Sb2Se4Te1, to produce reflective full‐color structural colors with high brightness and purity. The composite absorber effectively enhances the strong interference effect of thin film, which can significantly reduce the reflection bandwidth of the target band and the reflectivity of the non‐target band. Under the premise of optimizing the five‐layer base structure, full‐color structural colors can be tuned by only changing the thickness of the LaTiO3 layer. Using the ion‐assisted electron beam evaporation technique, a simple and efficient film deposition process, six color devices (namely red, orange, yellow, green, blue, and purple) are successfully prepared with reflection peaks exceeding 90%. The chromaticity coordinates of the proposed high‐purity red, green, and blue (RGB) samples are (0.554, 0.339), (0.280, 0.600), and (0.164, 0.075), respectively. These coordinates are fairly close to the standard RGB color coordinates used in liquid crystal displays. This device has a simple structure with a novel material combination and a low production cost, which makes it feasible for mass production using just one coating run process. It has excellent application potential in various fields such as micro‐nano displays, anti‐counterfeiting measures, reflective color filters, and decorations.