FEops’ Post

I am happy to share that our paper, “Data-Efficient Alignment in Medical Imaging via Reconfigurable Generative Networks,” has been accepted for publication at WACV 2025 (Round 1)! 🎉 Our research introduces Reconfigurable Generative Network (Reconfig-MIT), a novel framework for enhancing medical image alignment in data-limited scenarios. This approach tackles the complexities of misalignments in medical imaging—such as those caused by respiratory motion and anatomical changes—through a dynamically adaptive GAN architecture. Reconfig-MIT is designed to capture low-level features quickly and refine high-level structures more gradually, making it resilient in data-limited environments. Many thanks to my co-authors. Looking forward to discussing this research further at WACV 2025! #MedicalImaging #GenerativeAI #DataEfficiency #WACV2025 #AIinHealthcare #MachineLearning #DeepLearning #Research

Are you heading to National Harbor for SIIM24? Come see the TECHTalk, June 27, 1:00pm, TECHTalk stage, “Enhancing Radiologist Workflow: From Monotonous to Marvelous” from GE HealthCare Hear about the transformative potential of AI-based clinical imaging applications in liberating radiologists from repetitive and monotonous elements of their workflow. In this session, we will delve into the symbiotic relationship that exists today between radiologists and AI technologies, via several AI workflow deployment examples and real-world case studies.

❓ Can Deep-learning denoising minimize radiation exposure 📉in neck CT beyond the limits of conventional reconstruction? 💡 Honored to present you the #EJR paper of the week 🖇️ https://lnkd.in/dhQFRqaQ   🇪 🇸 🇸 🇪 🇳 🇹 🇮 🇦 🇱 🇸 1️⃣ In conventional reconstruction techniques, limiting radiation dose comes at the cost of diminished diagnostic accuracy. 2️⃣ AI may be of help to solve this dilemma. 3️⃣ This paper evaluated an AI-based denoising post-processing software in neck CT. 4️⃣ This approach enabled diagnostic-quality neck CT images with radiation doses reduced to 25 % of conventional levels, thus significantly minimizing patient exposure. 🤝 congratulations to the authors: @David Plajer, Marlene Hahn, @Marianna Chaika, @Markus Mader, @Jonas Mueck, Prof. Dr. Konstantin Nikolaou, PD Dr. Saif Afat, Assoc. Prof. (PD) Dr. med. Andreas S. Brendlin   #RadiologyAI #LowDoseImaging #NeckCT #DeepLearningDenoising #PatientSafety Deutsche Röntgengesellschaft e.V. Siemens Healthineers

Let me connect you with DASI and show you the future of #tavr and #structuralheart #cathlab #kolbio #interventionalcardiology #interventionalcardiologist #thoracicsurgery #dasi #operatingroom

#BCI and Paradromics in Forbes: “The next company to watch is Paradromics. They are “building a direct data interface with the brain to provide technology solutions to unmet medical challenges.” Their first clinical application will help severely motor-impaired people communicate, enabling human connection and restoring independence. If you think back to the Wright brothers, Paradromics is like the Wright brothers and Neuralink is like Samuel Pierpont Langley. Langley was well-funded, was the secretary of the Smithsonian and had the news media on his side. Paradromics is less well-funded and has a smart and accomplished team from Stanford. Paradromics is still working to obtain FDA approval, but they seem more realistic in what is currently capable.” Thanks, Mark Johnson, for this article focusing on the BCI industry and how it will improve human health. https://lnkd.in/gymzFDPB

Heading to National Harbor for SIIM24? Watch the GE HealthCare TECHTalk, June 27, 1:00pm, TECHTalk stage, “Enhancing Radiologist Workflow: From Monotonous to Marvelous”. Hear about the transformative potential of AI-based clinical imaging applications in liberating radiologists from repetitive and monotonous elements of their workflow. In this session, we will delve into the symbiotic relationship that exists today between radiologists and AI technologies, via several AI workflow deployment examples and real-world case studies.

Heading to National Harbor for SIIM24? Watch the GE HealthCare TECHTalk, June 27, 1:00pm, TECHTalk stage, “Enhancing Radiologist Workflow: From Monotonous to Marvelous”. Hear about the transformative potential of AI-based clinical imaging applications in liberating radiologists from repetitive and monotonous elements of their workflow. In this session, we will delve into the symbiotic relationship that exists today between radiologists and AI technologies, via several AI workflow deployment examples and real-world case studies.

Heading to National Harbor for SIIM24? Watch the GE HealthCare TECHTalk, June 27, 1:00pm, TECHTalk stage, “Enhancing Radiologist Workflow: From Monotonous to Marvelous”. Hear about the transformative potential of AI-based clinical imaging applications in liberating radiologists from repetitive and monotonous elements of their workflow. In this session, we will delve into the symbiotic relationship that exists today between radiologists and AI technologies, via several AI workflow deployment examples and real-world case studies.

Heading to National Harbor for SIIM24? Watch the GE HealthCare TECHTalk, June 27, 1:00pm, TECHTalk stage, “Enhancing Radiologist Workflow: From Monotonous to Marvelous”. Hear about the transformative potential of AI-based clinical imaging applications in liberating radiologists from repetitive and monotonous elements of their workflow. In this session, we will delve into the symbiotic relationship that exists today between radiologists and AI technologies, via several AI workflow deployment examples and real-world case studies.

🚀 Excited to Share My Latest Contributions to Heart Rhythm! 🚀 I'm thrilled to announce that two of our groundbreaking pilot studies are featured in the latest issue of Heart Rhythm! 1) Characterizing Normal Unipolar Voltage Values in the Human Left Atrium (LA): Our study provides a detailed characterisation of normal unipolar voltage values in the human LA for the first time. This foundational work sets the stage for improved diagnostics and treatment strategies in electrophysiology. 2) Predicting Challenging Regions for Radiofrequency Catheter Ablation (RFCA): Our second study investigates the predictive value of unipolar voltage in identifying regions that pose challenges for achieving transmural isolation of pulmonary veins (PVs) and posterior walls (PW) during RFCA. This research aims to enhance the efficacy and safety of ablation procedures. Grateful to our dedicated team and collaborators for their hard work and to Heart Rhythm for featuring our studies. These advancements bring us closer to more effective and personalised cardiac care. https://lnkd.in/eev_DUXe https://lnkd.in/eQvEN-js