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Fraud Detection in Lead Forms: Methods and Code

https://sudonull.com/fraud-detection-in-lead-forms-methods-and-code

Study the evolution of attacks on forms and the 'soft' filter for blocking spam without rejection. Node.js code examples, behavioral checks. Protect lead generation from ordered applications — implement today.

Deepfake Detection: Test of 4 Services

https://sudonull.com/deepfake-detection-test-of-4-services

Tested Hive, RealityGuard, C2PA, FakeCatcher on 100 files. Accuracy results, limitations, and recommendations for IT specialists. Check your content.

Active Liveness Detection against deepfake

https://sudonull.com/active-liveness-detection-against-deepfake

Learn how active liveness detection with video identification protects against selfie and document fakes. Metrics AUC ROC 0.9966, accuracy 0.9808. Integration for developers.

TAPe detection: 100k parameters vs SOTA models

https://sudonull.com/tape-detection-100k-parameters-vs-sota-models

How the TAPe detector with 100k parameters outperforms YOLO and RF-DETR in speed and resource savings. Detailed breakdown of benchmarks and advantages for developers.

Superframe in YOLOv11: detection in video

https://sudonull.com/superframe-in-yolov11-detection-in-video

Learn how superframe adds temporal context to YOLOv11 and RT-DETR for object detection in sports video. Experiments, code, results — for middle/senior dev.

From other projects

AI triples pancreatic cancer detection: REDMOD model

https://ymaho.com/ai-triples-pancreatic-cancer-detection-redmod-model

Mayo Clinic model finds pancreatic cancer 475 days before diagnosis on routine CT scans. Learn how AI is changing screening and survival. Read details.

AI triples sensitivity of early pancreatic cancer detection

https://ymaho.com/ai-triples-sensitivity-of-early-pancreatic-cancer-detection

Mayo Clinic's REDMOD model detects pancreatic cancer 475 days before diagnosis with 73% sensitivity. Learn how AI is changing oncology and who needs screening now.

FDA approved AI for sepsis detection: mortality -18%

https://ymaho.com/fda-approved-ai-for-sepsis-detection-mortality-18

FDA approved Bayesian Health: the first AI system for early sepsis screening. Data, insights, and market forecast. Learn how the technology is changing treatment standards.

STimage AI tool Nature Communications: search for hidden cancer

https://ymaho.com/stimage-ai-tool-nature-communications-search-for-hidden-cancer

Scientists at QIMR Berghofer developed STimage — AI for tissue analysis and detection of hidden cancer markers. Learn how spatial transcriptomics is changing diagnostics.

Rad-VLSM: AI framework improves ultrasound diagnostics

https://ymaho.com/rad-vlsm-ai-framework-improves-ultrasound-diagnostics

Cross-modal AI Rad-VLSM changes ultrasound diagnostics: automatic pathology detection via text prompts reduces expert dependency. Learn how the technology will reshape the market.

FDA approved AI early sepsis warning system from Johns Hopkins

https://ymaho.com/fda-approved-ai-early-sepsis-warning-system-from-johns-hopkins

FDA approved TREWS — the first AI system for early sepsis detection from Johns Hopkins. Mortality reduction by 18%. Learn how the technology is changing screening standards.

AI detects pancreatic cancer 3 years before diagnosis

https://ymaho.com/ai-detects-pancreatic-cancer-3-years-before-diagnosis

The REDMOD model detects pancreatic cancer on CT scans 475 days before diagnosis with 73% sensitivity. Learn how AI saves lives by identifying tumors invisible to the eye.

Mayo Clinic AI: Pancreatic Cancer 475 Days Before Diagnosis

https://ymaho.com/mayo-clinic-ai-pancreatic-cancer-475-days-before-diagnosis

REDMOD Model Triples Sensitivity of Early PDAC Diagnosis, Detecting Precancerous Tissue Changes on CT. Learn How AI Will Change Cancer Screening and Insurance Medicine.

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