Get started
Author

Jaakko Sahlsten

Observed names: J Sahlsten, J. Sahlsten, Sahlsten, Jaakko
Institution: Aalto University
Observed institution: Aalto University
ORCID: 0000-0002-7364-6502
Observed ORCID: 0000-0002-7364-6502
OpenAlex ID: A5032690739
Deep Learning Fundus Image Analysis for Diabetic Retinopathy and Macular Edema Grading
2019 · Jaakko Sahlsten, Joel Jaskari, et al. · Scientific Reports · 252
PDF
Deep Learning Method for Mandibular Canal Segmentation in Dental Cone Beam Computed Tomography Volumes
2020 · Joel Jaskari, Jaakko Sahlsten, et al. · Scientific Reports · 180
PDF
Uncertainty-Aware Deep Learning Methods for Robust Diabetic Retinopathy Classification
2022 · Joel Jaskari, Jaakko Sahlsten, et al. · IEEE Access · 51
PDF
Development and Validation of an Automated Image-Based Deep Learning Platform for Sarcopenia Assessment in Head and Neck Cancer
2023 · Zezhong Ye, Anurag Saraf, et al. · JAMA Network Open · 48
Artificial Intelligence for Radiation Oncology Applications Using Public Datasets
2022 · Kareem A. Wahid, Enrico Glerean, et al. · Seminars in Radiation Oncology · 28
PDF
Deep learning auto-segmentation of cervical skeletal muscle for sarcopenia analysis in patients with head and neck cancer
2022 · Mohamed A. Naser, Kareem A. Wahid, et al. · Frontiers in Oncology · 26
Comparison of deep learning segmentation and multigrader-annotated mandibular canals of multicenter CBCT scans
2022 · Jorma Järnstedt, Jaakko Sahlsten, et al. · Scientific Reports · 22
PDF
Application of simultaneous uncertainty quantification and segmentation for oropharyngeal cancer use-case with Bayesian deep learning
2024 · Jaakko Sahlsten, Joel Jaskari, et al. · Communications Medicine · 21
Auto-detection and segmentation of involved lymph nodes in HPV-associated oropharyngeal cancer using a convolutional deep learning neural network
2022 · Nicolette Taku, Kareem A. Wahid, et al. · Clinical and Translational Radiation Oncology · 21
PDF
Deep learning for 3D cephalometric landmarking with heterogeneous multi-center CBCT dataset
2024 · Jaakko Sahlsten, Jorma Järnstedt, et al. · PLoS ONE · 20
DR-GPT: A large language model for medical report analysis of diabetic retinopathy patients
2024 · Joel Jaskari, Jaakko Sahlsten, et al. · PLoS ONE · 13
Muscle and adipose tissue segmentations at the third cervical vertebral level in patients with head and neck cancer
2022 · Kareem A. Wahid, Brennan Olson, et al. · Scientific Data · 13
PDF
Segmentation stability of human head and neck cancer medical images for radiotherapy applications under de-identification conditions: Benchmarking data sharing and artificial intelligence use-cases
2023 · Jaakko Sahlsten, Kareem A. Wahid, et al. · Frontiers in Oncology · 11
PDF
International multispecialty expert physician preoperative identification of extranodal extension in patients with oropharyngeal cancer using computed tomography: Prospective blinded human inter‐observer performance evaluation
2025 · Onur Sahin, Serageldin Kamel, et al. · Cancer · 10
PDF
Reproducibility analysis of automated deep learning based localisation of mandibular canals on a temporal CBCT dataset
2023 · Jorma Järnstedt, Jaakko Sahlsten, et al. · Scientific Reports · 10
PDF
Harnessing uncertainty in radiotherapy auto-segmentation quality assurance
2023 · Kareem A. Wahid, Jaakko Sahlsten, et al. · Physics and Imaging in Radiation Oncology · 9
Application of simultaneous uncertainty quantification for image segmentation with probabilistic deep learning: Performance benchmarking of oropharyngeal cancer target delineation as a use-case
2023 · Jaakko Sahlsten, Joel Jaskari, et al. · medRxiv · 6
PDF
Interactive AI annotation of medical images in a virtual reality environment
2025 · Lotta Orsmaa, Mikko Saukkoriipi, et al. · International Journal of Computer Assisted Radiology and Surgery · 5
PDF
Interactive 3D segmentation for primary gross tumor volume in oropharyngeal cancer
2025 · Mikko Saukkoriipi, Jaakko Sahlsten, et al. · Scientific Reports · 5
PDF
Dual disorder: does expert clinical experience support the rationale for cariprazine use?
2024 · J Martinez-Raga, M Bajouco, et al. · PubMed · 3
PDF
Diving, Grabbing and Teleporting: Methods for Medical 3D Image Manipulation in VR
2025 · Lotta Orsmaa, Jari Kangas, et al. · Interacting with Computers · 2
PDF
Head and Neck Tumor Segmentation Using Pre-RT MRI Scans and Cascaded DualUNet
2025 · Mikko Saukkoriipi, Jaakko Sahlsten, et al. · Lecture notes in computer science · 2
PDF
Muscle and Adipose Tissue Segmentations at the C3 Vertebral Level for Sarcopenia-Related Clinical Decision-Making in Patients with Head and Neck Cancer
2022 · Kareem A. Wahid, Brennan Olson, et al. · medRxiv · 1
PDF
Automating clinical information retrieval from Finnish electronic health records using large language models
2026 · Mikko Saukkoriipi, Nicole Hernandez, et al. · npj Digital Medicine
PDF
Interactive Confidence Thresholding in Virtual Reality for AI-Assisted 3D MRI Segmentation of Mandibular Glands
2026 · Nastaran Rasouli, Lotta Orsmaa, et al. · Applied Sciences
PDF
Works count: 31
Citation count: 759
H-index: 12
I10-index: 15
Year
Topic
Type