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Miri Weiss Cohen
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Journal Articles

Bi-level Analysis of Computed Tomography Images of Malignant Pleural Mesothelioma: Deep Learning-Based Classification and Subsequent Three-Dimensional Reconstruction

Miri Weiss Cohen, Anna Ghidotti, Daniele Regazzoni
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng. June 2024, 24(6): 064501.
Paper No: JCISE-23-1342
https://doi.org/10.1115/1.4064410
Published Online: March 5, 2024
View Article titled, Bi-level Analysis of Computed Tomography Images of Malignant Pleural Mesothelioma: Deep Learning-Based Classification and Subsequent Three-Dimensional Reconstruction
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Topics: Computerized tomography, Convolutional neural networks, Filters, Image segmentation, Lung, Tumors, Architecture, Optimization, Filtration, Performance
Proceedings Papers

Bi-Level 3D Reconstruction of Malignant Pleural Mesothelioma Volume From CT Images

Anna Ghidotti, Daniele Regazzoni, Miri Weiss Cohen
Proc. ASME. IMECE2023, Volume 2: Advanced Design and Information Technologies, V002T02A021, October 29–November 2, 2023
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2023-112558
https://doi.org/10.1115/IMECE2023-112558
View Paper titled, Bi-Level 3D Reconstruction of Malignant Pleural Mesothelioma Volume From CT Images
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Topics: Architecture, Cancer, Filtration, Health care, Image segmentation, Imaging, Lung, Machine learning, Optimization, Performance
Proceedings Papers

Classification of Brain Malignant Tumors Using MRI Scans and CNN Architectures With Optimized Hyperparameters

Miri Weiss Cohen
Proc. ASME. IMECE2023, Volume 2: Advanced Design and Information Technologies, V002T02A015, October 29–November 2, 2023
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2023-111454
https://doi.org/10.1115/IMECE2023-111454
View Paper titled, Classification of Brain Malignant Tumors Using MRI Scans and CNN Architectures With Optimized Hyperparameters
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Topics: Architecture, Brain, Cancer, Magnetic resonance imaging, Optimization
Journal Articles

Comparative Analysis of Convolutional Neural Network Architectures for Automated Knee Segmentation in Medical Imaging: A Performance Evaluation

Anna Ghidotti, Andrea Vitali, Daniele Regazzoni, Miri Weiss Cohen, Caterina Rizzi
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. May 2024, 24(5): 051005.
Paper No: JCISE-23-1341
https://doi.org/10.1115/1.4064450
Published Online: January 29, 2024
View Article titled, Comparative Analysis of Convolutional Neural Network Architectures for Automated Knee Segmentation in Medical Imaging: A Performance Evaluation
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Topics: Convolutional neural networks, Image segmentation, Knee, Three-dimensional models
Proceedings Papers

A Comparison of CNN Models for Automated Femur Segmentation Based on DICOM Images

Anna Ghidotti, Andrea Vitali, Daniele Regazzoni, Miri Weiss Cohen, Caterina Rizzi
Proc. ASME. IDETC-CIE2023, Volume 2: 43rd Computers and Information in Engineering Conference (CIE), V002T02A033, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116427
https://doi.org/10.1115/DETC2023-116427
View Paper titled, A Comparison of CNN Models for Automated Femur Segmentation Based on DICOM Images
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Topics: Image segmentation, Knee
Proceedings Papers

Solving a Profited 3D Bin Packing Problem Using a Hybrid Genetic Algorithm

Miri Weiss Cohen
Proc. ASME. IMECE2021, Volume 6: Design, Systems, and Complexity, V006T06A001, November 1–5, 2021
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2021-73282
https://doi.org/10.1115/IMECE2021-73282
View Paper titled, Solving a Profited 3D Bin Packing Problem Using a Hybrid Genetic Algorithm
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Topics: Genetic algorithms, Packing (Shipments), Packings (Cushioning), Engineering simulation, Simulation
Journal Articles

Path Planning and Control of Redundant Manipulators Using Bilevel Optimization

Uriel Nusbaum, Miri Weiss Cohen, Yoram Halevi
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Research-Article
J. Dyn. Sys., Meas., Control. April 2020, 142(4): 041008.
Paper No: DS-18-1496
https://doi.org/10.1115/1.4045976
Published Online: February 10, 2020
View Article titled, Path Planning and Control of Redundant Manipulators Using Bilevel Optimization
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Topics: Genetic algorithms, Optimal control, Optimization, Algorithms, End effectors
Proceedings Papers

A Motion Capture Realization Method for Assisting in Product Design via Parametric Surfaces

Miri Weiss Cohen, Daniele Regazzoni
Proc. ASME. IMECE2019, Volume 14: Design, Systems, and Complexity, V014T14A002, November 11–14, 2019
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2019-10315
https://doi.org/10.1115/IMECE2019-10315
View Paper titled, A Motion Capture Realization Method for Assisting in Product Design via Parametric Surfaces
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Topics: Computer software, Computer-aided design, Computers, Control equipment, Design, Modeling, Noise (Sound), Product design, Sensors, User interfaces
Proceedings Papers

Minimum Energy Control of Redundant Systems Using Evolutionary Bi-Level Optimization

Uriel Nusbaum, Miri Weiss Cohen, Yoram Halevi
Proc. ASME. IMECE2018, Volume 4A: Dynamics, Vibration, and Control, V04AT06A038, November 9–15, 2018
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2018-88709
https://doi.org/10.1115/IMECE2018-88709
View Paper titled, Minimum Energy Control of Redundant Systems Using Evolutionary Bi-Level Optimization
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Topics: Degrees of freedom, Energy conservation, Evolutionary algorithms, Genetic algorithms, Optimal control, Optimization, Path planning, Redundant manipulators, Tracking control
Proceedings Papers

Truss Design and Optimization Using Stress Analysis and NURBS Curves

Antonio Caputi, Miri Weiss Cohen, Caterina Rizzi, Davide Russo
Proc. ASME. IMECE2018, Volume 13: Design, Reliability, Safety, and Risk, V013T05A042, November 9–15, 2018
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2018-87728
https://doi.org/10.1115/IMECE2018-87728
View Paper titled, Truss Design and Optimization Using Stress Analysis and NURBS Curves
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Topics: Design, Optimization, Stress analysis (Engineering), Trusses (Building), Geometry, Shape optimization, Topology, B-splines, Design methodology, Stress
Proceedings Papers

An Optimization Model for Manufacturing Systems in an Uncertain Environment

Michael Mitnovitsky, Miri Weiss Cohen, Moshe Shpitalni
Proc. ASME. IDETC-CIE2015, Volume 4: 20th Design for Manufacturing and the Life Cycle Conference; 9th International Conference on Micro- and Nanosystems, V004T05A010, August 2–5, 2015
Publisher: American Society of Mechanical Engineers
Paper No: DETC2015-46257
https://doi.org/10.1115/DETC2015-46257
View Paper titled, An Optimization Model for Manufacturing Systems in an Uncertain Environment
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Topics: Adaptive control, Breakdown (Electricity), Decision making, Machine shops, Machinery, Manufacturing systems, Optimization, Simulation
Proceedings Papers

An Automatic System for Analyzing Phantom Images to Determine the Reliability of PET/SPECT Cameras

Miri Weiss Cohen, John A. Kennedy, Archil Pirmisashvili, Gleb Orlikov
Proc. ASME. IDETC-CIE2015, Volume 3: 17th International Conference on Advanced Vehicle Technologies; 12th International Conference on Design Education; 8th Frontiers in Biomedical Devices, V003T14A006, August 2–5, 2015
Publisher: American Society of Mechanical Engineers
Paper No: DETC2015-46254
https://doi.org/10.1115/DETC2015-46254
View Paper titled, An Automatic System for Analyzing Phantom Images to Determine the Reliability of PET/SPECT Cameras
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Topics: Phantoms, Reliability, Quality control, Resolution (Optics)