Search Results - Image characteristics driven algorithm development

AI-Driven Integrated System for Burn Depth Prediction With Electronic Medical Records: Algorithm Development and Validation

Authors: Md Masudur Rahman Mohamed El Masry Surya C Gnyawali et al.

Source: JMIR Medical Informatics, Vol 13, Pp e68366-e68366 (2025)

Subject Terms: Computer applications to medicine. Medical informatics, R858-859.7

File Description: electronic resource

Relation: https://medinform.jmir.org/2025/1/e68366; https://doaj.org/toc/2291-9694

Access URL: https://doaj.org/article/4276b65462204a38ab65578744ba407a

Beyond rankings: Learning (more) from algorithm validation

Authors: Roß, Tobias Bruno, Pierangela Reinke, Annika et al.

Contributors: Roß, Tobias Bruno, Pierangela Reinke, Annika et al.

Subject Terms: Artificial intelligence, Biomedical image analysis challenge, Deep learning, Endoscopic vision, Generalized linear mixed model, Grand challenge, Image characteristics driven algorithm development, Instrument segmentation, Minimally invasive surgery, Surgical data science

File Description: ELETTRONICO

Relation: info:eu-repo/semantics/altIdentifier/pmid/36965252; info:eu-repo/semantics/altIdentifier/wos/WOS:000966616700001; volume:86; numberofpages:12; journal:MEDICAL IMAGE ANALYSIS; https://hdl.handle.net/11564/828923; https://www.sciencedirect.com/science/article/pii/S1361841523000269?via=ihub

Availability: https://hdl.handle.net/11564/828923
https://doi.org/10.1016/j.media.2023.102765
https://www.sciencedirect.com/science/article/pii/S1361841523000269?via=ihub

A learning-driven algorithm for maintenance team and UAV collaboration in restoring power network.

Authors: Pan, Tiejun Zheng, Leina Xu, Ying et al.

Source: Scientific Reports; 7/2/2025, Vol. 15 Issue 1, p1-17, 17p

Subject Terms: DRONE aircraft, ARTIFICIAL intelligence, IMAGE processing, POWER resources, NATURAL disasters

A novel data-driven based high-precision building roof contour full-automatic extraction and structured 3D reconstruction method combining stereo images and LiDAR points.

Authors: Xiao, Xiongwu Wang, Kai Zhong, Zhichao et al.

Source: International Journal of Digital Earth; Dec2025, Vol. 18 Issue 1, p1-43, 43p

Subject Terms: STEREO image, LIDAR, STATISTICAL reliability, THREE-dimensional imaging, EDGE detection (Image processing), EMPIRICAL research, CONTOURS (Cartography), BUILT environment

3D Decision Support Tool for Brain Tumour Surgery Development and Validation: Observational Study (STRATUM-OS)

Authors: Karolinska University Hospital Hospital Universitario de Gran Canaria Doctor Negrín Fundación para la Investigación Biomédica del Hospital 12 de Octubre

Source: Multimodal Data Collection for the Development and Validation of the STRATUM Tool to Assist Surgery in Patients Affected by Brain Tumours: Observational Study
Louis DN, Perry A, Wesseling P, Brat DJ, Cree IA, Figarella-Branger D, Hawkins C, Ng HK, Pfister SM, Reifenberger G, Soffietti R, von Deimling A, Ellison DW. The 2021 WHO Classification of Tumors of the Central Nervous System: a summary. Neuro Oncol. 2021 Aug 2;23(8):1231-1251. doi: 10.1093/neuonc/noab106.
Sanvito F, Kaufmann TJ, Cloughesy TF, Wen PY, Ellingson BM. Standardized brain tumor imaging protocols for clinical trials: current recommendations and tips for integration. Front Radiol. 2023 Dec 13;3:1267615. doi: 10.3389/fradi.2023.1267615. eCollection 2023.
Boxerman JL, Quarles CC, Hu LS, Erickson BJ, Gerstner ER, Smits M, Kaufmann TJ, Barboriak DP, Huang RH, Wick W, Weller M, Galanis E, Kalpathy-Cramer J, Shankar L, Jacobs P, Chung C, van den Bent MJ, Chang S, Al Yung WK, Cloughesy TF, Wen PY, Gilbert MR, Rosen BR, Ellingson BM, Schmainda KM; Jumpstarting Brain Tumor Drug Development Coalition Imaging Standardization Steering Committee. Consensus recommendations for a dynamic susceptibility contrast MRI protocol for use in high-grade gliomas. Neuro Oncol. 2020 Sep 29;22(9):1262-1275. doi: 10.1093/neuonc/noaa141.
Leon R, Fabelo H, Ortega S, Cruz-Guerrero IA, Campos-Delgado DU, Szolna A, Pineiro JF, Espino C, O'Shanahan AJ, Hernandez M, Carrera D, Bisshopp S, Sosa C, Balea-Fernandez FJ, Morera J, Clavo B, Callico GM. Hyperspectral imaging benchmark based on machine learning for intraoperative brain tumour detection. NPJ Precis Oncol. 2023 Nov 14;7(1):119. doi: 10.1038/s41698-023-00475-9.
Jakola AS, Skjulsvik AJ, Myrmel KS, Sjavik K, Unsgard G, Torp SH, Aaberg K, Berg T, Dai HY, Johnsen K, Kloster R, Solheim O. Surgical resection versus watchful waiting in low-grade gliomas. Ann Oncol. 2017 Aug 1;28(8):1942-1948. doi: 10.1093/annonc/mdx230.
Gerard IJ, Kersten-Oertel M, Petrecca K, Sirhan D, Hall JA, Collins DL. Brain shift in neuronavigation of brain tumors: A review. Med Image Anal. 2017 Jan;35:403-420. doi: 10.1016/j.media.2016.08.007. Epub 2016 Aug 24.
GBD 2016 Brain and Other CNS Cancer Collaborators. Global, regional, and national burden of brain and other CNS cancer, 1990-2016: a systematic analysis for the Global Burden of Disease Study 2016. Lancet Neurol. 2019 Apr;18(4):376-393. doi: 10.1016/S1474-4422(18)30468-X. Epub 2019 Feb 21.
Manni F, van der Sommen F, Fabelo H, Zinger S, Shan C, Edstrom E, Elmi-Terander A, Ortega S, Marrero Callico G, de With PHN. Hyperspectral Imaging for Glioblastoma Surgery: Improving Tumor Identification Using a Deep Spectral-Spatial Approach. Sensors (Basel). 2020 Dec 5;20(23):6955. doi: 10.3390/s20236955.
Fabelo H, Ortega S, Ravi D, Kiran BR, Sosa C, Bulters D, Callico GM, Bulstrode H, Szolna A, Pineiro JF, Kabwama S, Madronal D, Lazcano R, J-O'Shanahan A, Bisshopp S, Hernandez M, Baez A, Yang GZ, Stanciulescu B, Salvador R, Juarez E, Sarmiento R. Spatio-spectral classification of hyperspectral images for brain cancer detection during surgical operations. PLoS One. 2018 Mar 19;13(3):e0193721. doi: 10.1371/journal.pone.0193721. eCollection 2018.
Fabelo H, Ortega S, Lazcano R, Madronal D, M Callico G, Juarez E, Salvador R, Bulters D, Bulstrode H, Szolna A, Pineiro JF, Sosa C, J O'Shanahan A, Bisshopp S, Hernandez M, Morera J, Ravi D, Kiran BR, Vega A, Baez-Quevedo A, Yang GZ, Stanciulescu B, Sarmiento R. An Intraoperative Visualization System Using Hyperspectral Imaging to Aid in Brain Tumor Delineation. Sensors (Basel). 2018 Feb 1;18(2):430. doi: 10.3390/s18020430.
Halicek M, Fabelo H, Ortega S, Callico GM, Fei B. In-Vivo and Ex-Vivo Tissue Analysis through Hyperspectral Imaging Techniques: Revealing the Invisible Features of Cancer. Cancers (Basel). 2019 May 30;11(6):756. doi: 10.3390/cancers11060756.

A High-Accuracy Underwater Object Detection Algorithm for Synthetic Aperture Sonar Images.

Authors: Su, Jiahui Xu, Deyin Qiu, Lu et al.

Source: Remote Sensing; Jul2025, Vol. 17 Issue 13, p2112, 22p

Subject Terms: SONAR imaging, DETECTION algorithms, SOUND-wave attenuation, IMAGE processing, OBJECT recognition algorithms, OBJECT recognition (Computer vision)

Comparison of Tree‐Based Machine Learning Algorithms for Classification of Livestock Breeds Based On Post‐Thaw Spermatological Parameters.

Authors: Özen, Doğukan Özen, Hülya Gül, Elif Bersu et al.

Source: Veterinary Medicine & Science. Sep2025, Vol. 11 Issue 5, p1-10. 10p.

Subjects: Livestock breeds, Machine learning, Semen analysis, CART algorithms, Classification, Cattle breeds

Intelligent Segmentation Algorithm of Ultrasonic Image

Contributors: Tianzhu Liu, Principal Investigator

Source: Intelligent Segmentation Algorithm of Ultrasonic Image

Proceedings of the 2025 3rd International Conference on Image, Algorithms, and Artificial Intelligence (ICIAAI 2025)

Authors: Yanan Sun

Resource Type: eBook.

Categories: COMPUTERS / General

Artificial Intelligence in Medicine and Sustainable Development.

Authors: Alfouri, Areeg Alfouri, Shatha

Source: Veterinary Medicine & Public Health Journal. Sep2025, Vol. 6 Issue 3, p105-118. 14p.

Machine learning prediction of early reoperation following lower extremity tumor resection and endoprosthetic reconstruction: A PARITY trial secondary analysis.

Authors: Newman-Hung, Nicole J. Shah, Akash A. Kendal, Joseph K. et al.

Source: Journal of Orthopaedic Surgery & Research; 8/8/2025, Vol. 20 Issue 1, p1-10, 10p

Subject Terms: LEG surgery, PROSTHETICS, RANDOM forest algorithms, BOOSTING algorithms, PREDICTION models, EARLY medical intervention, SECONDARY analysis, RECEIVER operating characteristic curves, LOGISTIC regression analysis, SEX distribution, BONE tumors, ARTIFICIAL implants, DESCRIPTIVE statistics, WHITE people, DECISION making, RACE, NEGATIVE-pressure wound therapy, REOPERATION, MACHINE learning, PLASTIC surgery, SURGICAL site infections

Hybrid Compressive Sensing based Secure Medical Image Compression and Reconstruction in Telemedicine Application.

Authors: A. N., Shilpa G., Santosh Kumar C. S., Veena

Source: Journal of Intelligent Systems & Internet of Things; 2025, Vol. 17 Issue 1, p196-207, 12p

Subject Terms: PUBLIC key cryptography, IMAGE reconstruction, IMAGE intensifiers, FUZZY logic, DIAGNOSTIC imaging

Improvement of Construction Workers' Drowsiness Detection and Classification via Text-to-Image Augmentation and Computer Vision.

Authors: Jung, Daegyo Lee, Yejun Jeong, Kihyun et al.

Source: Sustainability (2071-1050); Oct2025, Vol. 17 Issue 20, p9158, 15p

A novel joint adaptive network for multimodal image registration and segmentation using 3D transformer-based residual registration with segmentation network.

Authors: Deotare, Vilas Vasudeo Ghodeswar, Ujwala Sushil Sreedevi, Alampally

Source: Signal, Image & Video Processing; Dec2025, Vol. 19 Issue 12, p1-14, 14p

The Pattern Design of A Camouflage Suit Based on the Cycle Generative Adversarial Network Algorithm.

Authors: Li, Min Yu, Miao Liu, Bingqing et al.

Source: AATCC Journal of Research; 2024 Suppl 1, Vol. 11, p126-137, 12p

Subject Terms: GENERATIVE adversarial networks, MILITARY reconnaissance, DEEP learning, INTELLIGENT networks, ALGORITHMS

The role of data selection in mapping urban green and open spaces: a comparison across high and very-high resolution satellite imagery sources in two African cities.

Authors: Cardenas-Ritzert, Orion S. E. Shah Heydari, Shahriar Rode, Daniel T. et al.

Source: Frontiers in Remote Sensing; 2025, p1-20, 20p

Subject Terms: SPATIAL resolution, VEGETATION mapping, CITIES & towns, DATA extraction, SUSTAINABLE development, URBAN parks, REMOTE-sensing images

Geographic Terms: MEKELE (Ethiopia), SOUTH Africa, ETHIOPIA

Unveiling the functional connectivity of astrocytic networks with AstroNet, a graph reconstruction algorithm coupled to image processing.

Authors: Zonca, L. Bellier, F. C. Milior, G. et al.

Source: Communications Biology; 1/24/2025, Vol. 8 Issue 1, p1-13, 13p

Subject Terms: IMAGE reconstruction algorithms, FUNCTIONAL connectivity, GRAPH algorithms, MEDICAL sciences, IMAGE processing

Generation of Artificial Pressure Ulcer Images Using Deep Convolutional GANs.

Authors: Blase, Daniel Wang, Mengying Leonhardt, Steffen et al.

Source: Current Directions in Biomedical Engineering; Sep2025, Vol. 11 Issue 1, p278-281, 4p

Subject Terms: PRESSURE ulcers, GENERATIVE adversarial networks, MACHINE learning, KNOWLEDGE transfer, MEDICAL databases, EARLY diagnosis

Multi-omics and AI-driven advances in miRNA-mediated hair follicle regulation in cashmere goats.

Authors: Chunhua, Zhang Le, Fu Shengli, Li et al.

Source: Frontiers in Veterinary Science. 2025, p1-24. 24p.

Detection of Disease in Calves using Artificial Intelligence.

Authors: AlZubi, Ahmad Ali¹ aalzubi@ksu.edu.sa

Source: Indian Journal of Animal Research. Dec2024, Vol. 58 Issue 12, p2138-2145. 8p.

Subjects: Lumpy skin disease, Convolutional neural networks, Agriculture, Machine learning, Animal welfare