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AI-Driven Prognostic and Predictive Model for Muscle-Invasive Bladder Cancer
Application
This AI-driven prognostic and predictive model aims to predict outcomes for muscle-invasive bladder cancer (MIBC) patients undergoing neoadjuvant chemo-immunotherapy, aiding in treatment decision-making and patient stratification.
Key Benefits
Harnesses nuclear morphology and architectural features for precise prognostication in MIBC...
Published: 3/2/2026
Contributor(s): Kamal Hammouda, Tilak Pathak, Anant Madabhushi, Tuomas Mirtti
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Predictive Model for Post Surgery Prostate Cancer Recurrence
Application
An artificial intelligence based prognostic model for early Biochemical recurrence (BCR) risk assessment of men post-radical prostatectomy.
Key Benefits
Identifies significant features, including tumor-infiltrating lymphocytes (TIL), in prostate cancer recurrence.
Market Summary
Prostate cancer is one of the most diagnosed cancers...
Published: 3/2/2026
Contributor(s): Sebastian Medina, Kamal Hammouda, Tilak Pathak, Anant Madabhushi, Tuomas Mirtti
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Precision Protein Repair Platform for Missense Mutations
Application
This technology enables targeted chemical correction of missense mutations in proteins using a modular heterotrifunctional molecule platform.
Key Benefits
Restores protein function by chemically mimicking healthy amino acid side chains.
Modular toolkit allows rapid customization for diverse protein targets.
Validated across multiple...
Published: 11/12/2025
Contributor(s): Monika Raj
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Protein Polymers for Organelle Engineering
Application
Protein polymers enabling engineering of human membraneless organelles.
Key Benefits
Versatile applications across immunotherapy, cell therapy, and other therapeutic modalities.
High biocompatibility with minimal reactivity with endogenous molecules.
Deployable for organelle-level functionalization of human cells.
Market Summary
Proteins...
Published: 3/10/2026
Contributor(s): Felipe Quiroz, Ian Sicher, Spencer Hayes, Maria Giraldo-Castaño, Mariell Pascual, Alexa Avecilla
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