🚨 New publication alert: 📢 ”Robustness and Stability Analysis of Differentiable Shift-Variant FBP for Cone-Beam CT under Challenging Acquisition Settings.” 🖊️ C Ye, L-S Schneider, Y Sun, M Thies, S Mei, P A Pérez-Toro, S Bayer, A Maier. ⬇️
Machine Learning for Biomedical Imaging
@melbajournal.bsky.social
Open-access, independent, minimum fee journal. Co-founded by Tal Arbel, @ja-schnabel.bsky.social, @msabuncu.bsky.social, William M. Wells III, Marc Niethammer, @adriandalca.bsky.social. Website: https://www.melba-journal.org
🚨 New publication alert: 📢 ”Evaluating Synthetic Data Generation for Domain Generalization in Fetal Brain MRI Segmentation.” 🖊️ V Zalevskyi, T Sanchez, M Roulet, B Bulut, H Lajous, J Aviles Verdera, S Neves Silva, G Langs, G Kasprian, R Licandro, J Hutter, H Kebiri, M Bach Cuadra. ⬇️
🚨 New publication alert: 📢 ”Sequence models for continuous cell cycle stage prediction from brightfield images.” 🖊️ A Salati, L-A Leger, M Leonardi, M Weigert, F Naef. ⬇️
🚨 New publication alert: 📢 ”Deep Spectral Models for Robust Dental Shape Generation.” 🖊️ T Kubı́k, F Guibault, M Španěl, H Lombaert. ⬇️
🚨 New publication alert: 📢 ”Structured Spectral Graph Representation Learning for Multi-label Abnormality Analysis from 3D CT Scans.” 🖊️ T Di Piazza, C Lazarus, O Nempont, L Boussel. ⬇️
🚨 New publication alert: 📢 ”Learning a Sampling-Free Variational DNN Plugin from Tiny Training Sets to Refine OOD Segmentation With Uncertainty Estimation.” 🖊️ J B Pal, S P Awate. ⬇️
🚨 New publication alert: 📢 ”Predicting gestational age at birth in the context of preterm birth from multi-modal fetal MRI.” 🖊️ D Fajardo-Rojas, M Hall, D Cromb, M A Rutherford, L Story, E Robinson, J Hutter. ⬇️
🚨 New publication alert: 📢 ”Generalized TV–ℓp Structured Priors for Bayesian T1 Mapping.” 🖊️ D Lin, M Berggren, T Löfstedt. ⬇️
🚨 New publication alert: 📢 ”Effect of Demographic Bias on Skin Lesion Classification.” 🖊️ R Raumanns, G Schouten, V Cheplygina, J PW Pluim. ⬇️
🚨 New publication alert: 📢 ”Robust Renal Mass Segmentation on CT: A Validation Study of an AI-Based Framework.” 🖊️ S de Boer, H Häntze, K V Venkadesh, …, K K Bressem, B van Ginneken, M Prokop, A Hering. ⬇️
🚨 New publication alert: 📢 ”Quantifying the Efficacy of Deep Learning-Driven Deformable Registration in Multiplexed-Immunofluorescence Imaging for Nucleus Subtype Classification.” 🖊️ G Rudravaram, S Bao, L W Remedios, A R Krishnan, ..., L A Coburn, K T Wilson, Y Huo, B A Landman. ⬇️
🚨 New publication alert: 📢 ”From Prompts to Pipelines: Evaluating LLM-Generated Medical Image Segmentation Baselines.” 🖊️ J Arjomandi, L Neubig, F Mathis-Ullrich, A M Kist. ⬇️
🚨 New publication alert: 📢 “Biophysics-Enhanced Neural Representations for Patient-Specific Respiratory Motion Modeling.” 🖊️ J Boysen, H Uzunova, H Handels, J Ehrhardt. ⬇️
🚨 New publication alert: 📢 “Stuck on Suggestions: Automation Bias, the Anchoring Effect, and the Factors That Shape Them in Computational Pathology.” 🖊️ E Rosbach, J Ammeling, J Ganz, C A Bertram, T Conrad, A Riener, M Aubreville. ⬇️
🚨 New publication alert: 📢 ”A Multi-Objective Evaluation Framework for Analyzing Utility-Fairness Trade-Offs in Machine Learning Systems.” 🖊️ G Özbulak, O Jimenez-del-Toro, M Fatoretto, L Berton, A Anjos. ⬇️
🚨 New publication alert: 📢 “Domain and Task-Focused Example Selection for Data-Efficient Contrastive Medical Image Segmentation.” 🖊️ T B Ward, A Moseley, A-A-Z Imran. ⬇️
🚨 New publication alert: 📢 “Benchmarking Deep Learning and Vision Foundation Models for Atypical vs. Normal Mitosis Classification with Cross-Dataset Evaluation.” 🖊️ S Banerjee, V Weiss, T A Donovan, R HJ Fick, T Conrad, J Ammeling, ..., K Breininger, M Aubreville, C A Bertram. ⬇️
🚨 New publication alert: 📢 “Don’t Mind the Gaps: Implicit Neural Representations for Resolution-Agnostic Retinal OCT Analysis.” 🖊️ B Kahrs, J Andresen, F Falta, M Santarossa, H Handels, T Kepp. ⬇️
🚨 New publication alert: 📢 “Learning Neural Parametric 3D Breast Shape Models for Metrical Surface Reconstruction From Monocular RGB Videos.” 🖊️ M Weiherer, A von Riedheim, V Brébant, B Egger, C Palm. ⬇️
🚨 New publication alert: 📢 “AIxCell: A Domain-Specific and Meta-Learning based AutoML System for Cellular Image Segmentation.” 🖊️ J-H Roberg, L Leyendecker, S Schönleben, R H Schmitt. ⬇️
🚨 New publication alert: 📢 “Benchmarking Foundation Models for Mitotic Figure Classification.” 🖊️ J Ammeling, J Ganz, E Rosbach, L Lausser, C A Bertram, K Breininger, M Aubreville. ⬇️
🚨 New publication alert: 📢 “A schistosomiasis dataset with bright- and darkfield images.” 🖊️ D K Silué, M Díaz de León Derby, C B Delahunt, A-L Le Ny, E Spencer, M Armstrong, K N Fisher, D A Fletcher, I I Bogoch, J T Coulibaly. ⬇️
🚨 New publication alert: 📢 “The Trauma THOMPSON Dataset for Real-World Emergency AI.” 🖊️ Y Zhuo, E Zhang, X Yu, A Pachpande, A W. Kirkpatrick, K Couperus, J Mckee, J Wachs. ⬇️
🚨 New publication alert: 📢 “SCOPE-HN: A Segmentation-based Collection of OroPharyngeal Structures Using Flexible Endoscopy for Head and Neck Cancers.” 🖊️ N Bedi, A Rau, A Paderno, H Vang, Y Kyoung So, F C Holsinger. ⬇️
🚨 New publication alert: 📢 “SibBMS: Siberian Brain Multiple Sclerosis Dataset with lesion segmentation and patient meta information.” 🖊️ B N Tuchinov, A I Prokaeva, L M Vasilkiv, Y A Stankevich, D S Korobko, N A Malkova, A A Tulupov. ⬇️
🚨 New publication alert: 📢 “MyData: A Comprehensive Database of Mycetoma Tissue Microscopic Images for Histopathological Analysis.” 🖊️ H O Ali, R Abraham, G Desoubeaux, A Fahal, C Tauber. ⬇️
🚨 New publication alert: 📢 “HyKid: An Open MRI Dataset with Expert-Annotated Multi-Structure and Choroid Plexus in Pediatric Hydrocephalus.” 🖊️ Y Xu, Y Ding, H Sun, H Zhang, L Zhao. ⬇️
🚨 New publication alert: 📢 “SurgiSR4K: A High‑Resolution Endoscopic Video Dataset for Robotic-Assisted Minimally Invasive Procedures.” 🖊️ F Jiang, X Zhang, L Jin, R Liang, Y Chen, A C Venkatesh, J Culman, T Wu, L Shao, W Sun, C Gao, H McNamara, J Lu, O Mohareri. ⬇️
🚨 New publication alert: 📢 “PediDemi - A Pediatric Demyelinating Lesion Segmentation Dataset.” 🖊️ M Popa, G A Vișa. ⬇️
🚨 New publication alert: 📢 “BaMBo: An Annotated Bone Marrow Biopsy Dataset for Segmentation Task.” 🖊️ A Singh, S Dharamdasani, P Sharma, S Gupta. ⬇️