Saddam Hossain

Unleashing 23% Better Performance, Enhanced Signals, and Developer-First Features That Will Transform Your Angular Apps

A recyclable Mg2⁺/TiO₂ photocatalyst enables the cycloaddition of CO₂ with epoxides under visible light at room temperature, providing a sustainable route to cyclic carbonates without the need for so...

Breast cancer remains a critical global health challenge, with over 2.1 million new cases annually. This review systematically evaluates recent advancements (2022–2024) in machine and deep learning approaches for breast cancer detection and risk management. Our analysis demonstrates that deep learning models achieve 90–99% accuracy across imaging modalities, with convolutional neural networks showing particular promise in mammography (99.96% accuracy) and ultrasound (100% accuracy) applications. Tabular data models using XGBoost achieve comparable performance (99.12% accuracy) for risk prediction. The study confirms that lifestyle modifications (dietary changes, BMI management, and alcohol reduction) significantly mitigate breast cancer risk. Key findings include the following: (1) hybrid models combining imaging and clinical data enhance early detection, (2) thermal imaging achieves high diagnostic accuracy (97–100% in optimized models) while offering a cost-effective, less hazardous screening option, (3) challenges persist in data variability and model interpretability. These results highlight the need for integrated diagnostic systems combining technological innovations with preventive strategies. The review underscores AI's transformative potential in breast cancer diagnosis while emphasizing the continued importance of risk factor management. Future research should prioritize multi-modal data integration and clinically interpretable models.

A real developer’s journey through Angular’s latest experimental feature that’s changing how we think about forms

Finally, an opinionated framework gets explicit about its opinions

Durga Puja stands at a crossroads of heritage and polity: on one hand, a canvas of Bengali cultural artistry, on the other hand, a field where government, community, and commerce intertwine.

I've been using Vue 3's Composition API since it launched, and composables have completely changed...

From expansion to shared borders, the 2026 World Cup shows football as a stage of global identity and ambition.

How fashion, fame, and digital culture turned a red carpet into a global obsession Culture Saddam Hossain 21 min read