Mine yOur owN Anatomy: revisiting medical image segmentation with extremely limited labels by You, C, Dai, W, Liu, F, Min, Y, Dvornek, NC, Li, X, Clifton, DA, Staib, L, Duncan, JS

“…Recent studies on contrastive learning have achieved remarkable performance solely by leveraging few labels in the context of medical image segmentation. Existing methods mainly focus on instance discrimination and invariant mapping (i.e., pulling positive samples closer and negative samples apart in the feature space). …”

Investment outlook for the medium range tanker segment from the perspective of a ship financier from 2011 to 2015 by Han, Peinan.

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Cardiovascular magnetic resonance before invasive coronary angiography in suspected non-ST-segment elevation myocardial infarction by Shanmuganathan, M, Nikolaidou, C, Burrage, MK, Borlotti, A, Kotronias, R, Scarsini, R, Banerjee, A, Terentes-Printzios, D, Pitcher, A, Gara, E, Langrish, J, Lucking, A, Choudhury, R, Luigi De Maria, G, Banning, A, Oxford Acute Myocardial Infarction (OxAMI) Study Investigators, Piechnik, SK, Channon, KM, Ferreira, VM

“…<p><strong>Background:</strong> In suspected non–ST-segment elevation myocardial infarction (NSTEMI), this presumed diagnosis may not hold true in all cases, particularly in patients with nonobstructive coronary arteries (NOCA). …”

LaCNet : real-time end-to-end arbitrary-shaped lane and curb detection with instance segmentation network by Zhou, Hui, Wang, Han, Zhang, Handuo, Hasith, Karunasekera

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Automated segmentation of visceral, deep subcutaneous, and superficial subcutaneous adipose tissue volumes in MRI of neonates and young children by Kway, Yeshe Manuel, Thirumurugan, Kashthuri, Tint, Mya Thway, Michael, Navin, Shek, Lynette Pei-Chi, Yap, Fabian Kok Peng, Tan, Kok Hian, Godfrey, Keith M., Chong, Yap Seng, Fortier, Marielle Valerie, Marx, Ute C., Eriksson, Johan G., Lee, Yung Seng, Velan, S. Sendhil, Feng, Mengling, Sadananthan, Suresh Anand

“…Purpose: To develop and evaluate an automated segmentation method for accurate quantification of abdominal adipose tissue (AAT) depots (superficial subcutaneous adipose tissue [SSAT], deep subcutaneous adipose tissue [DSAT], and visceral adipose tissue [VAT]) in neonates and young children. …”
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Remote sensing applications of machine learning processes: satellite imagery road extraction using few shot segmentation by Ong, Grace Hui Lee

“…However, there is a dearth of studies associated with applying few-shot segmentation onto road extraction tasks. Hence, in this project, two main models: i) U-Net, a popular model for binary segmentation, and ii) PFENet, a state-of-the-art few-shot segmentation model, are trained to learn a classifier to segment roads from non-roads, and tested on a set of data from unseen classes. …”
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A novel method for segmenting growth of cells in sheared endothelial culture reveals the secretion of an anti-inflammatory mediator by Ghim, Mean, Pang, Kuin T., Arshad, Mehwish, Wang, Xiaomeng, Weinberg, Peter D.

Subjects: “…Segmenting Growth…”
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Enhanced stress and changes to regional seismicity due to the 2015 Mw 7.8 Gorkha, Nepal, earthquake on the neighbouring segments of the Main Himalayan Thrust by Chan, Chung-Han, Wang, Yu, Almeida, Rafael, Yadav, R.B.S.

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A Hybrid Active Contour and Artificial Bee Colony Algorithm for Segmenting Mixed-Meal Food Images (S/O: 13239) by Harun, Nor Hazlyna, Mahmuddin, Massudi, Harun, Hazaruddin

“…Active contour (snake) segmentation is extensively used in image processing and analysis applications particularly for identifying object boundaries. …”
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Contextual object detection with multimodal large language models by Zang, Yuhang, Li, Wei, Han, Jun, Zhou, Kaiyang, Loy, Chen Change

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The ciliopathy protein TALPID3/KIAA0586 acts upstream of Rab8 activation in zebrafish photoreceptor outer segment formation and maintenance by Naharros, Irene Ojeda, Cristian, Flavia B., Zang, Jingjing, Gesemann, Matthias, Neuhauss, Stephan C. F., Bachmann-Gagescu, Ruxandra, Ingham, Philip William

“…Photoreceptors (PRs) are sensory neurons, whose primary cilium forms a highly specialized compartment called the outer segment (OS) responsible for sensing incoming light. …”
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Modular Titratable Polypills for Personalized Medicine and Simplification of Complex Medication Regimens by Karavasili, Christina, Babaee, Sahab, Kutty, Shruti, Chu, Jacqueline N., Min, Seokkee, Fitzgerald, Nina, Morimoto, Joshua, Inverardi, Nicoletta, Traverso, Giovanni

“…Simplification of complex medication regimens in polypharmacy positively contributes to treatment adherence and cost‐effective improved health outcomes. …”
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Performance analysis of stator structure in divided teeth outer rotor embedded permanent magnet synchronous motor: salient pole stator vs segmented stator by Hairulnizam, Hairul F., Misron, Norhisam, Ibrahim, Nur A., Muhammad, Ezwan, Vaithilingam, Chockalingam A.

“…To improve torque characteristics, this study proposes an upgrade over the standard salient pole stator in a Permanent Magnet Synchronous Motor (PMSM) using a segmented stator. The rotor is externally oriented and has a permanent magnet (PM) incorporated in it. …”
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Deep learning-enabled 3D multimodal fusion of cone-beam CT and intraoral mesh scans for clinically applicable tooth-bone reconstruction by Liu, Jiaxiang, Hao, Jin, Lin, Hangzheng, Pan, Wei, Yang, Jianfei, Feng, Yang, Wang, Gaoang, Li, Jin, Jin, Zuolin, Zhao, Zhihe, Liu, Zuozhu

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ClusteringSDF: self-organized neural implicit surfaces for 3D decomposition by Wu, Tianhao, Zheng, Chuanxia, Cham, Tat-Jen, Wu, Qianyi

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Development of image-based method for the quantitative assessment of cartilage damage from CT as a biomarker in osteoarthritis by Zheng, J-Q

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The IDentif.AI-x pandemic readiness platform: rapid prioritization of optimized COVID-19 combination therapy regimens by Blasiak, Agata, Truong, Anh T. L., Remus, Alexandria, Hooi, Lissa, Seah, Shirley Gek Kheng, Wang, Peter, Chye, De Hoe, Lim, Angeline Pei Chiew, Ng, Kim Tien, Teo, Swee Teng, Tan, Yee-Joo, Allen, David Michael, Chai, Louis Yi Ann, Chng, Wee Joo, Lin, Raymond T. P., Lye, David C., Wong, John Eu-Li, Tan, Gladys Gek-Yen, Chan, Conrad En Zuo, Chow, Edward Kai-Hua, Ho, Dean

“…A starting pool of 12 candidate drugs developed in collaboration with a community of infectious disease clinicians was first narrowed down to a six-drug pool and then interrogated in 50 combination regimens at three dosing levels per drug, representing 729 possible combinations. …”
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15.812 Marketing Management, Fall 2002 by Frederick, Shane

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Telacebec (Q203)-containing intermittent oral regimens sterilized mice infected with Mycobacterium ulcerans after only 16 doses by Chauffour, Aurélie, Robert, Jérôme, Veziris, Nicolas, Aubry, Alexandra, Pethe, Kevin, Jarlier, Vincent

“…These results are very promising for future intermittent oral regimens which would greatly simplify BU treatment in the field.…”
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A unified multi-task learning architecture for fast and accurate pedestrian detection by Zhou, Chengju, Wu, Meiqing, Lam, Siew-Kei

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