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Dr. Yasmin Kassim
Dr. Yasmin Kassim
Senior Machine Learning Engineer
Verified email at mail.missouri.edu - Homepage
Title
Cited by
Cited by
Year
Clustering-based dual deep learning architecture for detecting red blood cells in malaria diagnostic smears
YM Kassim, K Palaniappan, F Yang, M Poostchi, N Palaniappan, ...
IEEE Journal of Biomedical and Health Informatics 25 (5), 1735-1746, 2020
892020
Diagnosing Malaria Patients with Plasmodium falciparum and vivax Using Deep Learning for Thick Smear Images
YM Kassim, F Yang, H Yu, RJ Maude, S Jaeger
Diagnostics 11 (11), 1994, 2021
342021
Unsupervised learning method for plant and leaf segmentation
NM Al-Shakarji, YM Kassim, K Palaniappan
2017 IEEE applied imagery pattern recognition workshop (AIPR), 1-4, 2017
302017
HEp-2 cell classification and segmentation using motif texture patterns and spatial features with random forests
VBS Prasath, YM Kassim, ZA Oraibi, JB Guiriec, A Hafiane, ...
2016 23rd International Conference on Pattern Recognition (ICPR), 90-95, 2016
302016
Deep U-Net regression and hand-crafted feature fusion for accurate blood vessel segmentation
YM Kassim, OV Glinskii, VV Glinsky, VH Huxley, G Guidoboni, ...
2019 IEEE International Conference on Image Processing (ICIP), 1445-1449, 2019
262019
Differentiating between drug-sensitive and drug-resistant tuberculosis with machine learning for clinical and radiological features
F Yang, H Yu, K Kantipudi, M Karki, YM Kassim, A Rosenthal, DE Hurt, ...
Quantitative Imaging in Medicine and Surgery 12 (1), 675, 2022
252022
Microvasculature segmentation of arterioles using deep CNN
YM Kassim, VBS Prasath, OV Glinskii, VV Glinsky, VH Huxley, ...
2017 IEEE International conference on image processing (ICIP), 580-584, 2017
212017
Random forests for dura mater microvasculature segmentation using epifluorescence images
YM Kassim, VBS Prasath, R Pelapur, OV Glinskii, RJ Maude, VV Glinsky, ...
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
212016
Patient-level performance evaluation of a smartphone-based malaria diagnostic application
H Yu, FO Mohammed, M Abdel Hamid, F Yang, YM Kassim, AO Mohamed, ...
Malaria Journal 22 (1), 33, 2023
172023
Extracting retinal vascular networks using deep learning architecture
YM Kassim, K Palaniappan
2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2017
152017
Identifying drug-resistant tuberculosis in chest radiographs: Evaluation of CNN architectures and training strategies
M Karki, K Kantipudi, H Yu, F Yang, YM Kassim, Z Yaniv, S Jaeger
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
122021
Small object bird detection in infrared drone videos using mask R-CNN deep learning
YM Kassim, ME Byrne, C Burch, K Mote, J Hardin, DR Larsen, ...
Electronic Imaging 32, 1-8, 2020
122020
Multiquadric spline-based interactive segmentation of vascular networks
S Meena, VBS Prasath, YM Kassim, RJ Maude, OV Glinskii, VV Glinsky, ...
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
112016
Defective neuronal positioning correlates with aberrant motor circuit function in zebrafish
E Asante, D Hummel, S Gurung, YM Kassim, N Al-Shakarji, ...
Frontiers in neural circuits 15, 690475, 2021
102021
Sensitivity of cross-trained deep cnns for retinal vessel extraction
YM Kassim, RJ Maude, K Palaniappan
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
92018
Deep learning-based cell detection and extraction in thin blood smears for malaria diagnosis
DK Ufuktepe, F Yang, YM Kassim, H Yu, RJ Maude, K Palaniappan, ...
2021 IEEE Applied Imagery Pattern Recognition Workshop (AIPR), 1-6, 2021
82021
Multi-focus image fusion for confocal microscopy using u-net regression map
MMH Shuvo, YM Kassim, F Bunyak, OV Glinskii, L Xie, VV Glinsky, ...
2020 25th International Conference on Pattern Recognition (ICPR), 4317-4323, 2021
82021
Confocal vessel structure segmentation with optimized feature bank and random forests
YM Kassim, VBS Prasath, OV Glinskii, VV Glinsky, VH Huxley, ...
2016 IEEE Applied Imagery Pattern Recognition Workshop (AIPR), 1-6, 2016
72016
Dissecting branchiomotor neuron circuits in zebrafish—toward high-throughput automated analysis of jaw movements
YM Kassim, NM Al-Shakarji, E Asante, A Chandrasekhar, K Palaniappan
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018
62018
Patch-based semantic segmentation for detecting arterioles and venules in epifluorescence imagery
YM Kassim, OV Glinskii, VV Glinsky, VH Huxley, K Palaniappan
2018 IEEE Applied Imagery Pattern Recognition Workshop (AIPR), 1-5, 2018
42018
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