A systematic evaluation of ensemble learning methods for fine-grained semantic segmentation of Tuberculosis-consistent lesions in chest radiographs

S Rajaraman, F Yang, G Zamzmi, Z Xue, SK Antani - Bioengineering, 2022 - mdpi.com
… Here, MS-SSIM denotes the multi-scale structural similarity index measure and MAE denotes
the mean absolute error. The value of α = 0.84 and β = 0.16 was empirically determined to …

Prediction of chemical multi-target profiles and adverse outcomes with systems toxicology

H Wathieu, A Ojo… - Current Medicinal …, 2017 - ingentaconnect.com
… includes readily available TransProteomic Pipeline [33], the … drug repurposing platform
DrugGenEx-Net, which prioritizes FDA-approved and experimental drugs based on multi-scale

Rational Discovery of Dual-Action Multi-Target Kinase Inhibitor for Precision Anti-Cancer Therapy Using Structural Systems Pharmacology

H Lim, D He, Y Qiu, P Krawczuk, X Sun, L Xie - bioRxiv, 2018 - biorxiv.org
… modeling drug actions on a multi-scale, from genome-wide drug-target interactions to system
level drugpipeline needs to be improved. Secondly, there is still a big gap between in vitro …

Revisiting computer-aided tuberculosis diagnosis

Y Liu, YH Wu, SC Zhang, L Liu, M Wu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
… We illustrate the overall pipeline of SymFormer in Fig. 4. SymFormer comprises three parts:
… As the sizes and shapes of TB infection areas vary widely, it is crucial to capture multi-scale

Tuberculosis: current status, diagnosis, treatment and development of novel vaccines

J Yadav, S Verma, D Chaudhary… - Current …, 2019 - ingentaconnect.com
… The use of nanotechnology for diagnosis and treatment of TB is also in the pipeline along
with … The multicompartment or multi-scale model records the granuloma that suggests the …

Fabrication and capillary characterization of multi-scale micro-grooved wicks with sintered copper powder

Q Li, Z Lan, J Chun, S Lian, R Wen, X Ma - … Communications in Heat and …, 2021 - Elsevier
… Capillary wick is a key component of loop heat pipes, and its structure design is … multi-scale
structures was fabricated by powder sintering technique and two-step chemical treatment

[HTML][HTML] Uncertainty-driven ensembles of multi-scale deep architectures for image classification

JE Arco, A Ortiz, J Ramirez, FJ Martinez-Murcia… - Information …, 2023 - Elsevier
… Unlike the traditional sequential pipeline, this allows data to pass from any layer to any
subsequent one [30]. The main advantage of adding this skip-connection is that any layer can be …

Construction and facility management of large MEP projects using a multi-Scale building information model

ZZ Hu, JP Zhang, FQ Yu, PL Tian, XS Xiang - Advances in Engineering …, 2016 - Elsevier
… system in a single floor and LOD 100 for CM of the whole piping system within the building.
This multi-scale idea balances the workload and the value of modelling efforts in a large …

The role of dimensionality in understanding granuloma formation

S Marino, C Hult, P Wolberg, JJ Linderman… - Computation, 2018 - mdpi.com
… to molecular scale dynamics and multi-scale resolutions. … bacterium that causes TB,
Mycobacterium tuberculosis (Mtb), is … we then created and automated a pipeline through which …

[HTML][HTML] Multi-scale visual analysis of cycle characteristics in spatially-embedded graphs

F Rasheed, TB Masood, TG Murthy, V Natarajan, I Hotz - Visual Informatics, 2023 - Elsevier
… We present a visual analysis environment based on a multi-scale partitioning of a 2d domain
into … We demonstrate the proposed pipeline on a few synthetic and one real-world dataset. …